Current release and work log
Release 2026-11-02-thematic-views · Working research/examination companion; independent human approval and institutional endorsement not documented.
Two Codex sub-agent simulations and an external five-persona review informed this revision. Ian identifies the external reviewer as Deepseek V4.1 Flash 1017 in the CAIL sandbox in OpenWebUI, using a ZIP of a previous iteration; the exact archive is not recorded. They are not human user research. Source checks, browser QA and human contribution confirmation are distinct activities.
Develop and integrate the source-linked interpretation
2026-11-01 · implemented
Human direction: Ian requested the interpretation, its website integration and framework-based attribution.
AI execution: Codex selected 14 passages, checked them against the XML, proposed six themes and drafted the essay and source companion.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Methodology; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000023, 0000025, 0000030, 0000032, 0000033.
archive_reading/source_evidence.json · archive_reading/interpretation_attribution.json
Limit: The original selection was purposive, temporally uneven and not independently human-validated.
Review and group duplicate author-name forms
2026-11-01 · implemented
Human direction: Ian requested identity review and confirmed Ian Williams / Ian G. Williams.
AI execution: Codex screened 163 names, reviewed three candidate pairs and merged two supported pairs while preserving original credits.
Contribution mapping and evidence
Documented human project roles (CRediT): Validation; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000023, 0000025, 0000017.
identity/review.json · identity/screening.json · identity/credit_crosswalk.csv
Limit: Laura Kane / Laura Wildemann Kane is evidence-supported but not individually confirmed. The register has 161 grouped entries, not a verified census.
Create the project overview and reading routes
2026-11-01 · implemented
Human direction: Ian requested a project-wide landing page.
AI execution: Codex drafted the overview, derived scope counts, implemented routes and performed automated and browser checks.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000030, 0000044.
overview/page_fragment.html · overview/landing-preview.png
Limit: Browser QA checks implementation; it is not a human usability study.
Run two audience-perspective sub-agent reviews
2026-11-01 · completed AI review
Human direction: Ian explicitly requested a partly informed insider and a first-time public perspective, then authorized implementation.
AI execution: Two separate Codex sub-agents inspected site sources; the primary agent synthesized their critiques and cross-checked the missing-period count.
Contribution mapping and evidence
Documented human project roles (CRediT): Methodology; Supervision; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000044, 0000046, 0000047.
reviews/2026-11-01-review-and-plan.md
Limit: These were simulated AI perspectives, not human reviewers, user testing, contributor endorsement or independent human validation.
Assess an external-model review of an earlier ZIP export
2026-11-02 · incorporated with verification limits
Human direction: Ian supplied TTT-Website-review.md and requested a revised plan, questions and continued implementation. Ian subsequently identified the producing model as Deepseek V4.1 Flash 1017, in the CAIL sandbox in OpenWebUI, reviewing a ZIP export of the previous iteration.
AI execution: Deepseek V4.1 Flash 1017 produced the supplied five-persona review in the CAIL sandbox in OpenWebUI, according to Ian. Codex read that external critique, distinguished its stated manifest evidence from inferred claims, checked the current site sources and revised the backlog.
Contribution mapping and evidence
Documented human project roles (CRediT): Resources; Methodology; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000023, 0000032, 0000044, 0000046, 0000047.
reviews/additional_simulation_assessment.json
Limit: The supplied review says it inspected only the manifest. Its May 2026 prepared date is reported as written, not independently established. It does not prove broken offline fetching, human coding, most-read analytics or a ten-topic primary model. The exact reviewed ZIP filename, hash and iteration identifier are not recorded; the current ZIP must not be substituted as its input.
Revise orientation, evidence status and roster coverage
2026-11-02 · implemented; HTTP browser and automated release checks passed
Human direction: Ian prioritized research/examination use and supplied the public correction contact.
AI execution: Codex checked institutional primary sources, revised terminology and disclosures, exposed signed-list coverage and provisional-credit counts, and retained unconfirmed institutional status.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration; Supervision; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000008, 0000017, 0000023, 0000027, 0000031, 0000046.
overview/page_fragment.html · interactive/roster_coverage.json · interactive/post_index.js · process/source_checks.json
Limit: Unmatched authors are not classified as non-Fellows. Historical appointment lists and institutional endorsement still require human evidence.
Test the interpretation against missing-period examples
2026-11-02 · implemented
Human direction: Ian authorized implementation of the reviewer recommendations.
AI execution: Codex screened titles of the 98 local/unflagged posts dated 2018–2022, read five selected posts in full and added five literal export-verified passages. Claims now address earlier AI skepticism, governance, pandemic adaptation, code as thinking and repair politics.
Contribution mapping and evidence
Documented human project roles (CRediT): Methodology; Supervision.
Delegated task IDs (GAIDeT): 0000023, 0000025, 0000032, 0000033, 0000046.
archive_reading/selection_revision.json · archive_reading/source_evidence.json
Limit: Nineteen purposively selected sources do not establish saturation, representativeness or prevalence. No model was refitted; historic technical and legal source claims are not current advice.
Create research-first entry, author lookup, methods/report routes and sharing
2026-11-02 · implemented; HTTP browser and automated release checks passed
Human direction: Ian chose research/examination use over an event-first or hosted-public priority.
AI execution: Codex implemented a root index entry, author-first search, grouped navigation, stable view links, worked chart guidance, saved-analysis labels, support pages and release documentation.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000019, 0000027, 0000030, 0000031, 0000044.
README.md · index.html · METHODS_AND_DATA.html · FOR_REPORTS.html · interactive/navigation_core.js
Limit: View links do not serialize research filters or particular random posts. Full NLP setup requires external dependencies and the original export. Full retraining runtime has not been benchmarked in this revision.
Update CRediT, GAIDeT, history, correction and reuse documentation
2026-11-02 · implemented; remaining decisions explicit
Human direction: Ian supplied contact details; licenses remain for Ian to specify. No response-time commitment was made.
AI execution: Codex mapped actual tasks to canonical taxonomy terms, retained source-author credits, documented unknowns, created the correction template and runs preservation/browser tests with results recorded in process/validation.json.
Contribution mapping and evidence
Documented human project roles (CRediT): Resources; Project administration; Supervision; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000023, 0000028, 0000030, 0000031, 0000040, 0000044, 0000046, 0000047.
credits/process_profile.json · process/validation.json · CORRECTIONS.md · REUSE_AND_CITATION.html · ACCESSIBILITY.html
Limit: No legal license, accessibility certification, ethics approval, human user test or contributor-confirmed role agreement is implied.
Clarify the external review model, environment and prior-version input
2026-11-02 · recorded and propagated
Human direction: Ian identified Deepseek V4.1 Flash 1017, CAIL sandbox, OpenWebUI and the previous-iteration ZIP as the review provenance.
AI execution: Codex updated the assessment, GAIDeT tool/task attribution, methods explanation, interpretation disclosure, contribution profile and work log. No model output or source-post credit was changed.
Contribution mapping and evidence
Documented human project roles (CRediT): Resources; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000025, 0000031.
reviews/additional_simulation_assessment.json · credits/process_profile.json
Limit: User-reported provenance is distinguished from independent inspection of the external session or exact reviewed ZIP.
Add thematic heatmaps, co-occurrence, writer bars and theme-aware index/network filtering
2026-11-02 · implemented; numerical, preservation and HTTP browser checks passed
Human direction: Ian requested revision of the visualizations to incorporate themes.
AI execution: Codex distinguished eight saved dictionary categories from six essay themes and MALLET topics; reused the original flags, joined the 19 selected source groupings, implemented interactive year/theme and co-occurrence tables, writer bars, evidence lists and exports, and integrated title/tag theme filtering into the post index and author–year network.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Methodology; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000019, 0000023, 0000025, 0000026, 0000027, 0000028, 0000030, 0000031, 0000044, 0000046.
themes/METHODOLOGY.md · themes/theme_data.json · themes/annual_theme_counts.csv · themes/build_audit.json · themes/test_themes.js · process/validation.json · themes/theme-heatmap-preview.png
Limit: No new corpus-wide semantic coding, model refit or independent human validation. Dictionary matches are signals; the 19-post essay layer cannot estimate archive prevalence. Co-occurrence is withheld for the non-exhaustively coded essay sample. Publication credits do not prove fellowship membership.
Rename the project and establish its private organization repository
2026-11-02 · implemented; private visibility and initial main-branch push verified
Human direction: Ian named the project Tagging The Tower Archives Explorer and authorized creation of GCDigitalFellows/TTT-Archive-Explorer as a private repository, followed by pushing the project. The authenticated account is perlsdiver.
AI execution: Codex prepared shared project metadata, renamed the current explorer and documentation, corrected the profile link, excluded local dependencies/caches/bundles from Git, and prepared verification before repository creation. Final repository status is recorded after GitHub confirmation. GitHub confirmed PRIVATE visibility and ADMIN access to the new repository. Codex pushed the initial source commit and confirmed that GitHub main matched the local commit. Two failed HTTP uploads preceded a successful per-command transport compatibility retry; no global configuration or TLS verification was changed.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration; Resources; Supervision.
Delegated task IDs (GAIDeT): 0000017, 0000019, 0000025, 0000031, 0000044.
project.json · README.md · process/validation.json · process/repository_setup.json
Limit: Private repository hosting does not establish institutional endorsement or a license for code, analysis or source texts. No public website deployment is authorized by this repository request.
Publish a browsable website while retaining the private research repository
2026-11-02 · implemented; initial GitHub Pages build succeeded; source remains private
Human direction: Ian requested GitHub deployment for organization colleagues, then explicitly approved a public website with the source repository remaining private after the Free-plan limitation was explained.
AI execution: Codex checked GitHub plan and Pages documentation, created a separate public website repository, prepared static outputs and browser code, redirected Python-source links to the private source repository, and enabled GitHub Pages. No billing changes or model refit.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration; Supervision.
Delegated task IDs (GAIDeT): 0000017, 0000019, 0000025, 0000031, 0000044.
project.json · process/deployment.json · ../scripts/prepare_public_site.py
Limit: Public website data and browser code are accessible to anyone. Source repository privacy does not make published site content private. Licensing remains unassigned.
Add the site’s AI-use disclosure to repository READMEs
2026-11-02 · implemented; retrospectively added to task ledger
Human direction: Ian requested incorporation of the site’s AI disclosure into README.md and pushing the changes.
AI execution: Codex adapted the project-specific disclosure, identified human oversight limits and separate source authorship, and synchronized the public README. The change is preserved in source commit 9cd85f4.
Contribution mapping and evidence
Documented human project roles (CRediT): Writing – review & editing.
Delegated task IDs (GAIDeT): 0000032.
../README.md
Limit: This is a retrospective ledger entry supported by the saved request and commit history; it does not establish additional human review.
error correction in source data
2026-11-02 · implemented; 52 automated tests and local browser credit checks passed; publication state is recorded by GitHub
Human direction: Ian identified the incorrect Sam O’Hana attribution for Linked Data for the Uninitiated (Part 1), supplied McMichael’s name, requested archive-wide review, correction, website rebuild and GitHub publication, and specified the commit message.
AI execution: Codex screened all 430 records for author fields and full-body credit signals, reviewed accepted bylines/revision notes/source biographies, visually checked institutional guide page 23, corrected ten additional names, grouped McMichael spacing variants, rebuilt dependent attribution views and documented remaining provisional records.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration; Supervision; Validation.
Delegated task IDs (GAIDeT): 0000017, 0000019, 0000024, 0000025, 0000028, 0000031, 0000044, 0000046.
ATTRIBUTION_REVIEW.html · attribution_revision/credit_changes_2026-11-02.csv · attribution_revision/full_credit_review.csv · attribution_revision/review_2026-11-02.json · attribution_revision/institutional_guide_credits.json · identity/review.json
Limit: No new model fitting or independent human verification. 258 local account credits remain provisional, including 53 older Sam O’Hana account records. Existing author/cohort and word-model baselines are retained.
Reconcile all articles and propagate review dispositions across analyses and visualizations
2026-11-02 · implemented; 60 automated tests, complete embedded-data checks and focused local browser checks passed; see GitHub for publication state
Human direction: Ian requested that every article be accounted for, every authorship attribution vetted, and all analyses/visualizations updated. Ian asked for examples of unresolved account credits; four source-linked examples were supplied without asserting that their account holder was necessarily wrong.
AI execution: Codex reconciled all 857 XML items and 436 ordinary posts to 430 category records, recorded six ordinary-post exclusions, classified all article credits by evidence strength, reviewed named article-reference candidates, corrected four additional names and strengthened five existing credits, and added source-supported subset controls and current-credit checks across actual embedded browser datasets.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration; Supervision; Validation.
Delegated task IDs (GAIDeT): 0000017, 0000019, 0000023, 0000024, 0000025, 0000028, 0000031, 0000044, 0000046.
ARCHIVE_COVERAGE.html · coverage/coverage_audit.json · coverage/article_review_ledger.csv · coverage/ordinary_posts_accounting.csv · attribution_revision/cross_reference_decisions.json · attribution_revision/reviewed_credits.json
Limit: Completeness is within the supplied export, not the entire historical website. Among 421 published records, 52 have accepted source support, 120 retain declared-only metadata/taxonomy credits and 249 remain unresolved account credits. No personal author confirmation, independent human review or model refit is claimed.
Integrate historical GCDI role evidence, academic-year comparisons and confirmed identity pairs
2026-11-02 · implemented
Human direction: Ian supplied the People page, confirmed the academic calendar, and confirmed Margaret/Maggie Schreiner and Anna Schlenz/Anna Corbett.
AI execution: Codex extracted dated alumni claims and a separate undated current snapshot; documented name crosswalks; built role visualizations, evidence-basis filters and fixed-model topic summaries. Article credits and fitted model weights remain unchanged.
Contribution mapping and evidence
Documented human project roles (CRediT): Data curation; Investigation; Methodology; Validation.
Delegated task IDs (GAIDeT): 0000023, 0000025, 0000030, 0000032.
membership/README.md · membership/review.json · membership/audit.json · FELLOWS_HISTORY.html
Limit: Membership contextualizes recorded credits and cannot resolve unsupported article authorship. Directory intervals are annual evidence, not exact appointment dates.
Distinguish guest participant writing from fellowship membership at publication
2026-11-02 · implemented
Human direction: Ian clarified that guest authors include students who were not Fellows at publication, such as GCDRI participants.
AI execution: Codex recorded the clarification in membership documentation, the role-history page and analysis methods. No individual participant/non-Fellow labels were inferred, no bylines changed, and participant posts remain in full-archive populations.
Contribution mapping and evidence
Documented human project roles (CRediT): Methodology; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000025, 0000032.
membership/README.md · FELLOWS_HISTORY.html
Limit: The contextual clarification does not independently establish any named individual’s appointment or authorship status.
Preserve the public README’s demonstration and experimental-project wording
2026-11-02 · preserved and synchronized
Human direction: GitHub commit d99d0fc is attributed in Git to Ian Williams and adds work-in-progress, mostly AI-generated and @perlsdiver wording. This metadata does not establish manual authorship.
AI execution: No AI editing provenance is recorded for the separate GitHub edit. Codex fetched and preserved that commit, rebased the changelog addition, and synchronized its wording into the source README and public-site packager to prevent later export from undoing it.
Contribution mapping and evidence
Documented human project roles (CRediT): Writing – review & editing.
Delegated task IDs (GAIDeT): 0000032.
process/public_readme_edit.json
Limit: The external edit’s production method is unknown; Git attribution is not proof that it was written without AI. Original wording is retained.
Require and backfill a human/AI-attributed README changelog
2026-11-02 · implemented
Human direction: Ian required every update and change to appear in a README changelog with human and AI attribution.
AI execution: Codex backfilled saved task history, labelled inherited summaries and unknowns, added a repeatable README renderer and persistent project instructions, and updated the public-site packager to preserve the changelog. Task evidence and source-author attribution remain separate. Codex also corrected root-level evidence links in the work-log renderer and added checks for README/ledger agreement and public README preservation.
Contribution mapping and evidence
Documented human project roles (CRediT): Methodology; Project administration; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000025, 0000032.
../README.md · ../AGENTS.md · ../scripts/update_readme_changelog.py · ../scripts/prepare_public_site.py · process/changelog_validation.json
Limit: Backfill uses the available task ledger, saved user requests and Git history; it is not a complete reconstruction of undocumented early sessions. Human execution or approval is not inferred from a request.
Preserve shared GitHub and remote-terminal contributions with approval for significant integration
2026-11-02 · implemented
Human direction: Ian explained that he and other contributors edit through GitHub and remote terminals, and required preservation and integration of those changes, with his approval for significant changes.
AI execution: Codex checked both remote branches against clean local checkouts, added persistent fetch/compare and non-destructive integration instructions, defined impact-based approval thresholds, addressed generated-output preservation and concurrent edits, and recorded separate contributor versus AI-integration attribution.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration; Methodology.
Delegated task IDs (GAIDeT): 0000025, 0000032.
../AGENTS.md · ../README.md
Limit: These are workflow instructions, not a repository lock or automated conflict resolver. No significant incoming change was present in either fetched branch during this update; future significant integration requires Ian’s specific approval unless already given.
Extend repository instructions for assisting review and revision agents
2026-11-03 · implemented
Human direction: Ian requested an AGENTS file integrating relevant instructions for other agents that may assist with review and revision.
AI execution: Codex extended the existing canonical AGENTS.md rather than creating a competing case-variant file; added task boundaries, read-only review defaults, coordination and file ownership, evidence and attribution standards, corpus/model preservation, human-readable implementation, proportionate validation and an auditable handoff format. No additional reviewer agents were launched. Codex added a deployment-specific AGENTS.md companion through the public packager, pointing to canonical source instructions and documenting source-access limits.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration; Methodology.
Delegated task IDs (GAIDeT): 0000025, 0000032.
../AGENTS.md · ../README.md · ../scripts/public_site_AGENTS.md · ../scripts/prepare_public_site.py
Limit: These instructions guide future agents but do not constitute an actual review, automated enforcement or authorization for additional delegation. Existing remote-preservation and significant-change approval requirements remain in effect.
Require explicit CRediT and GAIDeT attribution in source and deployment agent instructions
2026-11-03 · implemented
Human direction: Ian requested attribution instructions using GAIDeT and CRediT for the agents assisting this project.
AI execution: Codex added framework-specific rules, saved-taxonomy references and task examples, human-contribution/confirmation boundaries, per-agent provenance requirements, disclosure and changelog steps, and relevant validation commands to both agent guides. The update uses the project’s saved framework mappings rather than claiming a fresh taxonomy audit.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration; Methodology.
Delegated task IDs (GAIDeT): 0000030, 0000031, 0000023.
../AGENTS.md · ../scripts/public_site_AGENTS.md · credits/process_profile.json
Limit: The instruction update records a process requirement, not proof of human contribution, contributor confirmation or completion of future attribution reviews. Structural tests cannot independently establish participation.
Maintain an active feature-simplification backlog without implementing website changes
2026-11-03 · review complete; all simplification proposals await approval; no website implementation
Human direction: Ian requested analysis of unnecessary bells and whistles, rationales and revision plans, asked to keep the list active, and explicitly instructed that changes not be implemented now. The review uses his documented research/examination-first preference.
AI execution: Codex inspected the current source/deployment revisions and feature code, counted navigation/control/data structures, and drafted 13 prioritized proposals with evidence, tradeoffs, decisions, acceptance criteria and stable tracking IDs. The backlog distinguishes essential research/accountability evidence from optional presentation. No new reviewer agents, usability sessions or runtime benchmarks were used. Only planning records and README changelogs are updated; website code, pages, data and fitted models are protected by recorded fingerprints. The maintained proposal list is available as [the active simplification backlog](https://github.com/GCDigitalFellows/TTT-Archive-Explorer-Site/blob/main/reviews/simplification_backlog.md).
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000044, 0000046, 0000047, 0000030.
reviews/simplification_backlog.md · reviews/simplification_backlog.json · reviews/simplification_validation.json
Limit: This is an AI source-based heuristic assessment, not demonstrated user difficulty, performance improvement, human validation or authorization to remove a feature. Earlier requested capabilities are candidates for secondary placement, not silently revoked requirements. The live website is not rebuilt for this planning task.
Explore three public-first archive and collective-wisdom layouts
2026-11-03 · three discussion mockups prepared; no production implementation or option approval
Human direction: Ian G. Williams specified the audiences and their order, archive/search/random/synthesis priorities, human interpretability, data quality and preservation of design history, and requested three mockups without production implementation. No option preference or approval is inferred.
AI execution: OpenAI Codex developed the three alternatives, drafted illustrative interface copy, reused saved post credits/text, built local preview interactions, inspected browser results and recorded the proposal history. Exact underlying model/build is not recorded. Updated the active backlog’s priority basis while retaining all proposals as pending; public-first planning replaces the previous examination-first preference.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Methodology; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000030, 0000023, 0000047.
reviews/mockups/README.md · reviews/mockups/layout_options.json · reviews/mockups/layout_options_fragment.html · reviews/simplification_backlog.md
Limit: The mockups use six saved sample records and an existing selected-source interpretation; they do not implement the live website, refit models, establish outcomes or demonstrate human usability preferences. Source code/credits remain reviewable, and production work still needs authorization.
Build an interactive Welcoming pathways discussion prototype
2026-11-03 · isolated prototype implemented and checked; production site unchanged
Human direction: Ian selected the Welcoming pathways direction for an interactive mock, continuing the public-first audience priorities, prominent search/random discovery, source-grounded synthesis, human-readable methods and optional design history. This authorizes a prototype, not production replacement.
AI execution: Codex built an isolated standard-library data projection, annotated interface/calculation code and a local interactive preview. It includes all 421 published records with shortened excerpts, saved profiles for 299 posts, six existing interpretive groups and 19 source examples, 15 sourced design presets, filters, random discovery, attribution evidence and methods. Codex checked source invariants, core calculations and browser navigation, fixed preview search/state issues found during testing, and recorded limits. No new analysis fit or production build was performed.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Methodology; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000019, 0000027, 0000030, 0000023.
reviews/mockups/welcoming-pathways/README.md · reviews/mockups/welcoming-pathways/build_audit.json · reviews/mockups/welcoming-pathways/validation.json · reviews/mockups/welcoming-pathways/build_prototype.py · reviews/mockups/welcoming-pathways/ui.js
Limit: Prototype search covers saved titles, credits/aliases, tags and displayed excerpts, not complete original texts. Short reading copies omit multimedia. Existing source uncertainty and selected-example limits remain. Production replacement, human usability validation and formal accessibility approval are not established.
Add saved text-analysis visualizations and recorded-authorship networks to the prototype
2026-11-03 · implemented and checked in isolated prototype; production site unchanged
Human direction: Ian requested one additional tab incorporating text-analysis visualizations and authorship networks, continuing the previously specified public-first and human-interpretable evidence priorities. This request applies to the interactive mock, not production replacement.
AI execution: Codex generated pure analysis functions, independent reference fixtures and a prototype Analysis & networks tab with topic/year means, keyword/year shares, author/year graphs, shared-byline graphs and complete credit/pair tables. Codex linked chart/network selections to source records and their credit evidence, retained whole coauthored posts under name filtering, and checked population boundaries, saved-table agreement, empty cases, source-supported subsets, all-name coverage, reader returns and narrow-screen alternatives.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000019, 0000026, 0000027, 0000023, 0000030.
reviews/mockups/welcoming-pathways/README.md · reviews/mockups/welcoming-pathways/analysis_core.js · reviews/mockups/welcoming-pathways/analysis_ui.js · reviews/mockups/welcoming-pathways/analysis_references.json · reviews/mockups/welcoming-pathways/validation.json
Limit: Graphs describe recorded publication credits, not verified fellowship membership, productivity or inferred collaboration. Topic weights, keyword signals and selected essay themes are distinct. Default graphs limit drawn names but complete tables preserve all eligible names. All checks are agent-run; no new model fit, human usability study or live-site implementation occurred.
Apply MIT to original project work and acknowledge exported Creative Commons source notices
2026-11-03 · implemented and checked; license and source-rights disclosures prepared for source and public repositories
Human direction: Ian G. Williams explicitly selected MIT and required acknowledgment of all CC licenses identified in the original Tagging The Tower source data. Ian provided the source export earlier. No human execution of the audit or independent legal verification is recorded.
AI execution: OpenAI Codex (exact model build not recorded) inspected the original XML, extracted per-post metadata and contextual media notices, generated a 430-record rights ledger, added standard MIT text with separate source exceptions, updated reader and reuse disclosures and distribution packaging. Checks are recorded below after execution. No NLTK/MALLET fit or authorship inference was performed. Validation: 2 rights tests, 4 attribution tests, 8 process tests and 19 numerical/index/navigation JavaScript checks passed. Complete coverage verification passed for 430 records and 421 published posts. Frozen-reference verification passed: 33 reference files unchanged, 10 previously documented corrections matched; models and word corpora unchanged. JavaScript syntax and Python compilation checks passed. Public packaging was reviewed against the deployment checkout; only licensing-related files were selected, preserving unpublished prototype scope.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000030, 0000031, 0000046.
LICENSE · NOTICE.md · rights/build_rights.py · rights/source_rights.json · SOURCE_RIGHTS.html · rights/test_rights.py
Limit: MIT applies only to original project work to the extent project rights permit. The export gives no version for 276 by-nc-sa fields and no per-post license field for 154 records. Media notices have separate scope; contextual mentions do not establish permission. This is an evidence inventory, not verification of copyright ownership, completeness of external-site licenses or legal clearance. All implementation/checks are AI-run; human authorization is the license choice, not validation of every record. No new browser usability/accessibility audit was conducted for this documentation and rights-label change.
Incorporate version-pinned inclusive-design skills into project review and revision workflows
2026-11-03 · implemented and checked
Human direction: Ian G. Williams requested incorporating skills from Owl-Listener/inclusive-design-skills and supplied its repository link. This establishes method direction and authorization to install the guidance, not human review of its recommendations or execution of the installation.
AI execution: OpenAI Codex (exact model build not recorded) inspected upstream repository documentation and selected skill texts, installed the 40 knowledge directories with the Codex skill-installer helper at commit 6e0740f04b2130af60bc57abe3401b91e460e70d, identified a duplicate discovery name/content, retained that duplicate outside discovery and enabled 39 unique project-local skills. Codex preserved upstream MC Dean MIT notices, recorded per-file hashes, wrote project task-to-skill guidance and limits, updated agent instructions and attribution, and added a manifest allowlist to public/offline packaging. No whole-site review or UI redesign was performed. Input project revision: 0257713. Validation: four skill/provenance tests, four attribution tests, eight process tests and two source-rights tests passed; four skill tests also passed in an extracted offline bundle. Public-package hashes, license preservation and identical README changelogs passed. Complete 430-record/421-published coverage verification passed, as did the frozen-reference check (33 unchanged references and ten previously documented corrections). Python compilation and whitespace checks passed. See accessibility/validation.json for exact scope and unperformed checks.
Contribution mapping and evidence
Documented human project roles (CRediT): Methodology; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000030, 0000031, 0000046, 0000047.
accessibility/README.md · accessibility/skills_manifest.json · accessibility/INCLUSIVE_DESIGN_LICENSE.txt · accessibility/package_skills.py · accessibility/test_skills.py · credits/process_profile.json · accessibility/validation.json
Limit: Installation is not accessibility conformance, disabled-user testing, a full audit of upstream citations or evidence that all recommendations apply. Upstream numeric heuristics/coverage percentages are not validated project measurements. MC Dean is named in the upstream copyright notice; production methods and project participation are unknown, and no human project role or endorsement is inferred. One duplicate and eighteen workflow prompts are excluded from automatic discovery. Existing simplification proposals, prototype scope, source authorship, cohorts, model fits and licensing boundaries remain unchanged.
Implement approved full-text search, excerpt/full reading and public-scope defaults
2026-11-04 · implemented and checked
Human direction: Ian G. Williams approved both all-words and exact-phrase full-text search, excerpts with in-depth in-app reading, and 421 published records as the public default with nine drafts retained as metadata in the accounting route. Ian requested implementation of the recommendations. Network defaults, synthesis framing, design-history scope and human evaluation questions were repeated without answers and remain open.
AI execution: OpenAI Codex (exact model build not recorded) applied the installed keyboard-navigation, wayfinding, readable-content and form-labelling guidance; wrote a shared whole-word/phrase search module and retrieval tests; preserved full saved reading copies in the standalone prototype; added matched snippets, expandable reading, source-rights links and an accounting route; improved focus/return/skip paths and placed published post results before a collapsed network. Codex preserved the November 3 read-only review and recorded the bounded approval. Existing source models, credits and populations were not refitted or reinterpreted. Validation: 41 Node checks, eight process checks, four attribution checks and two source-rights checks passed. Complete coverage and frozen-reference verification passed. Browser checks confirmed phrase/all-word controls, full-text expansion, correct result/heading focus, return-state preservation and the nine-draft metadata route; a return-focus defect found during the checks was corrected. A 320px index check found no page overflow. Research controls now use optional disclosure; the graph remains available after results with its existing population/ranking choices. Detailed checks and untested limits are recorded in the validation artifact. The prototype’s network retains its population/defaults while exposing its existing links within a labelled group, and its table alternatives gain captions and row/column header associations; actual screen-reader testing remains unperformed.
Contribution mapping and evidence
Documented human project roles (CRediT): Methodology; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000030, 0000031, 0000046.
interactive/search_core.js · interactive/test_search.js · reviews/approved_reading_revision_2026-11-04.json · reviews/inclusive_design_review_2026-11-03.md · reviews/mockups/welcoming-pathways/index.html · reviews/reading_revision_validation_2026-11-04.json
Limit: Full text means the saved plain-text reading copy, not images, embeds, original formatting or every live-site revision. Phrase matching ignores punctuation/case/accents and requires adjacent whole words within one field or paragraph; it is not semantic search. No new authorship decisions, NLTK/MALLET fit, participant study or blanket approval of the prototype-to-production port is implied. The standalone full-text preview exceeds the former inline conversation size budget; earlier inline previews remain historical.
Add network scope/evidence toggles, tentative synthesis framing and whole-explorer appearance
2026-11-04 · implemented and checked
Human direction: Ian G. Williams requested toggles among all years/names, selected year/person and source-supported credit views; approved more tentative synthesis framing and design eras across the whole application; reported limited human reviewers with evaluation support and scheduling TBD. This is direction and design/content approval, not evidence of a new participant or screen-reader test.
AI execution: OpenAI Codex (exact model build not recorded) applied the installed user-preference-respect and decision-documentation guidance; added independent scope/evidence switches to both interfaces by mirroring existing saved-data filters; renamed the visible synthesis to What the archive suggests while preserving route identifiers and source passages; clarified whole-explorer era application and added reduced-motion/forced-colour safeguards. Codex recorded limited human-evaluation availability, updated project and interpretation attribution, and checked both interfaces. Thirty-two Node checks, eight process checks and four attribution checks passed. Coverage and frozen-reference checks passed. Browser checks combined scope/evidence choices (325 -> 50 -> one post and back), verified the tentative heading and global 2022 appearance across views, and found no page overflow at 320px in the production controls. A direct network jump bypasses the result list. Selected toggles have underlined/outlined states as well as programmatic pressed states. Actual OS preference modes and human assistive-technology sessions remain untested.
Contribution mapping and evidence
Documented human project roles (CRediT): Methodology; Project administration; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000030, 0000031, 0000046.
reviews/network_framing_decisions_2026-11-04.json · interactive/post_index.js · reviews/mockups/welcoming-pathways/analysis_ui.js · archive_reading/build_page.py · design/year_styles.css · reviews/network_framing_validation_2026-11-04.json
Limit: Filters count saved publication credits, with uncertainty retained; no new authorship decision, appointment inference, semantic coding or MALLET/NLTK fit. Whole-application styling retains route/data behavior but is an interpretation of eras, not exact historical reconstruction. Limited human reviewers are anticipated; new accessibility sessions, identities, dates and findings are not recorded. The standalone prototype remains separate from the production layout.
Add corpus/year word clouds and top-five annual sunburst to Welcoming pathways draft
2026-11-04 · implemented and checked
Human direction: Ian G. Williams requested a visualization subtab with toggleable entire-corpus and academic-year word clouds, a sunburst of the five leading words per year, and analysis/method explanations. This is direction, not evidence of human execution or verification.
AI execution: OpenAI Codex (exact model/build not recorded) read and applied colour-independence and table-accessibility skills; implemented and annotated build-time sums of the preserved NLTK-cleaned corpus, native scope/display controls, responsive cloud, source-linked SVG sunburst and exact tables; drafted methods and limitations. Four independent Python word-count tests and 18 existing prototype Node tests passed. Browser checks verified corpus/year counts, source selection, keyboard activation, 75 sunburst leaves, 360px reflow and no observed console errors. Python counts saved tokens; neither NLTK cleaning nor MALLET fitting was rerun. Eight process and four credit-structure checks also passed, as did coverage propagation and frozen-reference verification (33 reference files unchanged; ten previously documented corrections retained).
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000026, 0000027, 0000023, 0000030, 0000046.
reviews/mockups/welcoming-pathways/build_prototype.py · reviews/mockups/welcoming-pathways/word_ui.js · reviews/mockups/welcoming-pathways/test_words.py · reviews/mockups/welcoming-pathways/word_methods.md · reviews/mockups/welcoming-pathways/word_validation.json
Limit: Entire corpus means all 299 saved analyzed posts, not all 421 published archive records. Raw token frequency weights longer posts; sunburst angles count only each year’s top-five words; 2026–2027 is partial. Other author/evidence filters do not apply to this independent word scope. No new source-author decisions, topic fit, human user study, screen-reader session or production layout replacement. Source index temporarily inaccessible; a separate temporary index compared working files to HEAD and left the shared index intact.
Implement alternative sunburst framings, drill-down and matching year-comparison heatmaps in the Welcoming pathways draft
2026-11-04 · implemented and checked
Human direction: Ian G. Williams requested implementation of the proposed alternative framings after asking why years appeared blank and discussing label cutoffs. This authorized the visualization/method extension, not evidence that Ian executed calculations or independently verified each setting or output.
AI execution: OpenAI Codex (model/build unknown/not recorded) applied colour-independence, table-accessibility and plain-language-design guidance; wrote annotated version-2 build calculations and five browser lenses: per-post shared vocabulary, preserved MALLET mixtures with year/topic-first nesting, positive smoothed distinctive-word scores, literal readable-text phrase candidates and raw frequency. Added equal-year framing where appropriate, complete Other remainders, explicit leading-five focus, always-named years, year/topic expansion, adjacent source panel, focus/source navigation and exact numeric heatmaps. Chose/documented exploratory thresholds and one stricter-threshold sensitivity check; no underlying corpus or model fit changed. Ten numeric/word tests and 18 existing prototype Node tests passed; saved annual topic CSV means reproduce, and coverage/frozen-reference checks passed. Browser checks verified 15 named years, branch expansion, full-versus-leading-five modes, topic-first focus, source rankings and heatmap source values; 360px views have no page overflow while the heatmap scrolls within its own region. Eight process and four credit-structure tests also passed (40 automated tests total). A dark-mode heatmap text inheritance issue found in visual review was corrected; computed text colours and final screenshots were rechecked.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Methodology; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000026, 0000027, 0000023, 0000030, 0000046.
reviews/mockups/welcoming-pathways/build_word_hierarchies.py · reviews/mockups/welcoming-pathways/word_ui.js · reviews/mockups/welcoming-pathways/test_words.py · reviews/mockups/welcoming-pathways/word_methods.md · reviews/mockups/welcoming-pathways/hierarchy_validation.json
Limit: New phrase and distinctiveness calculations are versioned descriptive extensions on the existing 299-post subset, not new NLTK cleaning, MALLET fitting, consensus coding or evidence about all 421 posts. Different units/denominators and leading-five rescaling remain explicit. Distinctive rankings are sensitive to the two-versus-three containing-post threshold; 2026–2027 has only three modeled posts and is partial. No human participant/screen-reader validation or complete robustness analysis; exact model/build unknown. Production layout remains separate. Original shared source index remains untouched; temporary index used to inspect and stage only task changes.
Add a year-exclusive vocabulary comparison attached to the sunburst
2026-11-04 · implemented and checked
Human direction: Ian G. Williams requested a graph from each year’s unique words, preferably an additional ring or attached graphic. The request supplies the analytical aim and integration preference; the operational definition and chart design below are AI implementation choices, not independent human confirmation of the counts.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) applied colour-independence and table-accessibility guidance. Implemented annotated set-of-years calculations on all saved cleaned forms in the existing 299-post population; identified 5,731 year-exclusive forms, comprising 5,490 single-post and 241 multi-post forms. Added an attached stacked-bar comparison with exact labels, year-selector synchronization, searchable evidence-filtered complete word list, pagination and source-post/credit links. Used a companion rather than nesting incompatible type counts below topic weights or top-five incidences. Drafted methods and limitations. Thirteen Python word/hierarchy/exclusivity tests and 18 existing Node prototype tests passed; coverage and frozen references passed. Browser checks verified 15 comparison rows, 50-to-100 pagination, 241 multi-post forms, literal search/empty states, btn = 30 occurrences in two 2013–2014 posts, linked partial-year expansion and no page overflow at 360px. Eight process and four credit-structure tests passed after regenerating the attributed README and using file-level evidence references (43 automated tests total).
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000026, 0000027, 0000023, 0000030, 0000046.
reviews/mockups/welcoming-pathways/build_year_exclusive.py · reviews/mockups/welcoming-pathways/exclusive_ui.js · reviews/mockups/welcoming-pathways/test_year_exclusive.py · reviews/mockups/welcoming-pathways/word_methods.md · reviews/mockups/welcoming-pathways/exclusive_validation.json
Limit: Year-exclusive means observed only in one academic year within the same saved 299-post subset, not unique in all writing, historically new, a first use, a consensus theme or absent from excluded posts. Single-post forms may repeat; names/code/noise may qualify; multiple posts may share an author. 2026–2027 is partial and has three modeled posts. No extra threshold, corpus/model/author change, human participant or screen-reader study; human verification of all forms is not established. Source index left intact; temporary index used for shared-work inspection.
Add writer, Fellow, academic-affiliation and annual composition views to Meet the People
2026-11-04 · implemented and checked
Human direction: Ian G. Williams requested counts of Digital Fellows, unique individual contributors, disciplines/programs and cohort-composition visualizations. He previously supplied the People directory and academic-calendar interpretation and confirmed two identity mappings. This task records direction and existing source provision, not human computation, a complete human identity audit or approval of every display grouping.
AI execution: OpenAI Codex (model/build unknown/not recorded) applied colour-independence, table-accessibility and plain-language-design guidance. Joined reviewed published source-author names with saved dated directory claims and the separately labelled current-team snapshot; extracted current academic labels without inferring appointment years. Added default local/named counts: 52 writer labels, 31 documented Digital Fellow writers (28 dated and three current-only), 35 across broader Fellow families, and 20 academic labels documented for 36 of 52 names. Added all-published and checked-only scopes, exact source/name registers, annual distinct-person bars and composition matrices by academic label or GCDI role, named-writer/all-member roster choices, source drill-down and correct post-reading return focus. Preserved raw labels, existing identity mappings and missingness; corrected stale reading/search explanation on the same route. Five new people tests passed with 13 prior Python word tests and 18 prior prototype Node tests. Coverage and frozen-reference checks passed. Browser checks verified scope-dependent counts, roster/role toggles, source-cell drill-down, McMichael credit and post-return focus, and no page overflow at 360px while the composition matrix scrolls locally. Eight process and four credit-structure tests also passed (48 automated tests total).
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000026, 0000027, 0000023, 0000030, 0000046.
reviews/mockups/welcoming-pathways/build_people.py · reviews/mockups/welcoming-pathways/people_ui.js · reviews/mockups/welcoming-pathways/test_people.py · reviews/mockups/welcoming-pathways/people_methods.md · reviews/mockups/welcoming-pathways/people_validation.json
Limit: Writer totals count distinct existing reviewed personal-name labels with source-supported or declared writing credits, not a complete independently verified human census. Curated source writers are distinguished from local authors and project contributors. Cosmetic affiliation groups mix source programs/disciplines and cover 36 of 52 local names, not all formal programs; current affiliations are never retrofitted into historical matrices. Dated directory coverage ends 2025–2026; 2026–2027 is unavailable rather than zero. Current roles remain undated. Different role/affiliation cells can overlap. No new author merge, appointment inference, NLTK/MALLET fit, participant session or screen-reader validation. Original source index remains untouched; temporary index used for shared-work inspection.
Promote Welcoming pathways to the public root and archive the previous release privately
2026-11-04 · implemented and checked
Human direction: Ian G. Williams explicitly approved the concrete transition plan: make the simplified interface public-facing, archive the previous interface in the private source repository, retain research documentation publicly, repair links/bookmarks, update publishing and deploy. This is publication/design approval, not personal execution of code/tests or comprehensive approval of all research claims.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) applied wayfinding-navigation and decision-documentation guidance. Preserved all 389 tracked public files from commit 82d7a089c9dc1502964a3444fe4805ed05d3a81a in a dated private archive with source revision aa1405678637742df5e1ba4e62615496d534cdb9, byte lengths, SHA-256 manifest and rollback instructions. Replaced broad copying with an explicit reviewed release manifest; promoted the active frontend to root index.html, rebased retained research/document links, excluded archived/legacy apps and raw corpora, and added compatibility redirects and bounded bookmark routing. Updated public title/status, current instructions and a public guide while retaining uncertainty, original rights, CRediT/GAIDeT and the attributed README. Added archive/manifest/payload/link tests and route tests; verified counts/models/coverage preservation and browser search, random discovery, old browse/style links, source-post sharing, browser Back, unavailable-post handling, retained methods and former draft redirects.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration; Methodology.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000028, 0000030, 0000031, 0000046.
process/public_transition.md · process/public_transition_validation.json · ../scripts/public_release_manifest.json · ../scripts/prepare_public_site.py · ../scripts/test_public_release.py · reviews/mockups/welcoming-pathways/route_core.js · reviews/mockups/welcoming-pathways/test_routes.js · ../archives/public-site/2026-11-04-before-welcoming-pathways/manifest.json
Limit: Publication approval does not imply comprehensive human author/affiliation, code, accessibility or scientific verification. The snapshot preserves prior public files, not raw XML/external NLP dependencies or immutable external URLs. Removing obsolete live files does not erase public Git history. Some old control-level bookmarks map to the nearest supported view; no exact old full-interface reconstruction is claimed. Dated source rules, 421 public posts, nine draft metadata records, 299 fitted profiles and saved outputs remain unchanged. No participant or screen-reader session, new fit, name merge, license change or visibility change. The original source Git index is preserved; a temporary index is used for shared-work inspection.
Build a playable local-only random archive sentence demo
2026-11-04 · local sandbox implemented and checked; not publicly deployed
Human direction: Ian G. Williams requested implementation of the proposed random-sentence feature in a sandboxed demo to play with. This authorizes a local experiment, not promotion to the public site, complete human review of candidate sentences or approval of each heuristic.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) applied contextual-help-design and keyboard-navigation guidance. Used the existing NLTK 3.10.4 English Punkt resources to extract 16,301 exact sentence spans from 325 saved local/unflagged published posts, checked the original XML SHA-256 and flagged source quote/code/list/heading markup. Built a separate copy of the current interface with article-first sampling, tab-local article-ID history, year/topic alternatives, evidence/length/substring/signal/context/repetition controls, source attribution, literal context highlighting and rejection diagnostics. Recommended rules yield 872 sentences in 48 source-supported articles; topic grouping yields 752 sentences in 35 modeled articles. Refined observed contact/revision-notice/community-signup false candidates and corrected Unicode code-point highlighting. Six Node and three extraction/isolation tests passed; browser checks verified another article on draw/reload, unchanged quote through navigation, exact marked context, topic/year sampling, empty-pool recovery and 360px reflow. Public frontend files and release manifest were not changed; staged README synchronization does not publish the demo.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000026, 0000023, 0000030, 0000046.
demos/quote_lab/README.md · demos/quote_lab/build_demo.py · demos/quote_lab/quote_core.js · demos/quote_lab/quote_ui.js · demos/quote_lab/build_audit.json · demos/quote_lab/validation.json · demos/quote_lab/test_quotes.js · demos/quote_lab/test_extraction.py
Limit: New NLTK sentence segmentation is performed, but original corpus cleaning and MALLET fits are unchanged. Mechanical eligibility is not human semantic/speaker verification; source-supported article credit is not proof of a sentence speaker. Filters bias the pool, names/code/borrowed speech may be missed, and English boundaries/context heuristics can fail. Balancing uses remaining years or largest saved post-topic weights, not sentence topics or a new fit. No-repeat history is tab-local and unavailable across reloads if storage is blocked; a one-article pool cannot provide a different article. No participant/screen-reader study, visitor tracking or public deployment; no GitHub push is performed for this sandbox-only request.
Integrate literal random archive sentences into the main welcome page
2026-11-04 · implemented in active frontend; local packaged preview checked; not pushed or deployed
Human direction: Ian G. Williams requested implementation after playing with the sandbox. This is direction to integrate the feature, not evidence of comprehensive sentence, code or accessibility review.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) applied contextual-help-design and keyboard-navigation guidance, extracted the same 872 recommended literal sentences from 48 source-supported local articles, integrated a compact quotation card with Another voice, tab-local article-first nonrepeat history, complete-reader context highlighting and expandable methods. Kept experimental controls in the separate sandbox. Added annotated build/runtime sources, source-span and sampler tests; updated documentation and attributed records. Fetched both remotes with no incoming commits; preserved existing sandbox changes. Eighteen Node core/route/quote tests, eight process, four credit, four accessibility-provenance and four public-release tests passed (38 total); frozen-reference verification passed. Browser checks confirmed a different article on draw/reload, stable quote through in-app return navigation, literal highlighted context and expandable methodology. No MALLET refit, source identity change or publication performed.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000026, 0000023, 0000030, 0000046.
reviews/mockups/welcoming-pathways/build_quotes.py · reviews/mockups/welcoming-pathways/quote_ui.js · reviews/mockups/welcoming-pathways/quote_core.js · reviews/mockups/welcoming-pathways/quote_audit.json · reviews/mockups/welcoming-pathways/test_quotes.js · reviews/mockups/welcoming-pathways/quote_methods.md
Limit: Sentence filters are heuristic and selection is not representative of all 421 records or individual authors. Article credit does not establish the speaker of every sentence. English segmentation and source markup detection may miss borrowed speech or context. No comprehensive human semantic review, participant or screen-reader testing. History is tab-local; storage failure removes cross-reload guarantees. Only a packaged local preview is updated; no push or public deployment in this change.
Review random excerpts through five CAIL audience perspectives and inclusive-design guidance
2026-11-04 · AI simulation and source-linked shortlist completed; recommendations only
Human direction: Ian G. Williams requested simulation of the user types in the supplied CAIL review, informed by accessibility skills, and a list of meaningful/interesting excerpts. Ian previously supplied the review and identified its external model/environment. No actual reader preference, comprehensive human review or approval of selected sentences is implied.
AI execution: OpenAI Codex (exact model/build unknown/not recorded), one coordinating agent and no additional agents, read the supplied review’s five personas, external-review provenance, active 872-sentence/48-article pool and selected full paragraphs. Applied disability-inclusive-personas, plain-language-design and readable-content. Used lexical/length screening then purposive editorial close reading; generated five hypothetical audience/access scenarios, 20 literal sentences from 20 articles across ten academic years, reasons/cautions, original-source and saved-reader links, JSON/CSV/Markdown, six inspected counterexamples and proposed next steps. Python verified spans/credits/URLs and input hashes; three shortlist provenance tests passed. Both remotes fetched with no incoming commits. No website selection rules, templates, source credits, NLP model, public scope or deployment changed.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000030, 0000044, 0000046, 0000047.
reviews/quote_audience_simulation/REPORT.md · reviews/quote_audience_simulation/shortlist.json · reviews/quote_audience_simulation/shortlist.csv · reviews/quote_audience_simulation/build_report.py · reviews/quote_audience_simulation/test_shortlist.py · reviews/additional_simulation_assessment.json
Limit: A single-model AI simulation, not five human reviewers, a Deepseek rerun or measured preferences. Screening is not exhaustive semantic validation of all 872 sentences or the full 421-post archive; four examples per audience and five starter choices are editorial hypotheses. Scenarios do not represent all disabled readers. English segmentation, source rights, individual speaker scope and historical service/outcome claims need context. Ten-year coverage is purposive, not representative; no human participant or screen-reader sessions. No implemented ranking/filter changes or GitHub push/public release.
Reassess random excerpts for engagement and intrinsic personal significance
2026-11-04 · revised assessment and expanded shortlist complete; no website changes
Human direction: Ian G. Williams clarified that illustrative accounts are meaningful and significant in their own right and requested continued assessment for engagement and potential meaning across audiences. This supplied the editorial criterion; human reactions to individual selections remain unknown.
AI execution: OpenAI Codex (exact model/build unknown/not recorded), one coordinating agent, reassessed all 20 earlier choices and added 10 literal excerpts after lexical/length screening and reading all ten new surrounding paragraphs. Applied the previously read disability-inclusive-personas, plain-language-design and readable-content skills. Prioritized curiosity, recognition, emotional connection, tangible experience, invitation to read and faithful attribution. Removed routine outcome-proof caveats from the revised report, retaining concrete context notes; documented overlapping audience possibilities and joy, humor, sensory experience, candor, care and critical reflection. Created an annotated builder, 30-entry JSON/CSV across 25 articles and a 12-excerpt discussion set. Preserved the original assessment/data as history. Six provenance/scope tests passed. Fetched both repositories; no incoming commits. Preserved existing uncommitted work including unrelated DATA_GUIDE changes.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Methodology; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000030, 0000044, 0000046, 0000047.
reviews/quote_audience_simulation/ENGAGEMENT_REPORT.md · reviews/quote_audience_simulation/engagement_shortlist.json · reviews/quote_audience_simulation/engagement_shortlist.csv · reviews/quote_audience_simulation/build_engagement_report.py · reviews/quote_audience_simulation/test_engagement.py
Limit: Editorial AI hypotheses, not measured engagement, five independent agents, an external-model rerun or human user testing. The review is purposive within the saved 872-sentence/48-article pool, not exhaustive coverage or a representative author/year sample. Accessibility guidance is used to support entry to source voices, not rewrite them or predict tastes from disability. Context/speaker/rights limitations remain concrete. No website source/sampling changes, NLP refit, additional agents, recruitment, push or deployment.
Integrate the engagement-first excerpt collection into the website
2026-11-04 · implemented in active frontend and packaged local preview; not pushed/deployed
Human direction: Ian G. Williams requested website implementation of the revised assessment after specifying that personal accounts are meaningful in their own right. CRediT roles reflect criterion setting and direction, not execution or comprehensive approval of each source sentence.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) read/applied form-labelling, contextual-help-design and keyboard-navigation. Added a source-validated 30-excerpt/25-article collection as the welcome-page default and a labeled switch to the retained 872-excerpt/48-article pool. Preserved article-first probabilities, introduced separate per-collection histories and switch-time last-article avoidance, added saved context/selection notes and a polite update status, and rewrote the method around curiosity, recognition, emotional connection, humor, care and critical ideas. Annotated the builder/runtime and checked source text, credit, URL and assessment fingerprint. Eight quote tests and six assessment-provenance tests passed. Browser checks confirmed default selection, another article, exact highlighted reader span, stable quote through navigation, broader counts and explanatory disclosure. Fetched both remotes with no incoming commits; preserved pre-existing uncommitted work and unrelated DATA_GUIDE edits.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Methodology; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000030, 0000044, 0000046, 0000047.
reviews/mockups/welcoming-pathways/build_quote_collection.py · reviews/mockups/welcoming-pathways/quote_collection.json · reviews/mockups/welcoming-pathways/quote_ui.js · reviews/mockups/welcoming-pathways/template.html · reviews/mockups/welcoming-pathways/test_quotes.js · reviews/mockups/welcoming-pathways/quote_methods.md · reviews/quote_audience_simulation/ENGAGEMENT_REPORT.md
Limit: The selections remain AI editorial judgments, not measured preferences or independent human review. Audience overlaps are not visitor classifications, and the featured 12 receive no extra weight. Broad-pool heuristic risks remain disclosed; original text/credits/model outputs and historical assessment inputs are preserved. Browser inspection does not establish screen-reader/participant validation. Local source and packaged preview only; no push or public deployment.
Publish selected voices and broader random excerpts to the public website
2026-11-04 · published; GitHub Pages build and live browser checks passed
Human direction: Ian G. Williams explicitly requested integration into the public website and subsequently asked to resume the release. This authorizes publication of the implemented excerpt feature; it does not establish independent human review of all selected text, code or accessibility.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) checked both GitHub remotes and shared local changes, compared the staged 191-file allowlisted release against the current public checkout, and prepared homepage, current-guide, credit/work-log and generated data-guide updates. The data-guide addition only indexes the two new assessment CSV schemas. Preserved earlier local demo/assessment/integration history, original source writers and source rights; no public files added or removed, no private archive/sandbox/raw corpus published. Prepared source and public commits using normal non-force pushes; final revisions and actual deployment result are recorded in process/excerpt_release_validation.json when verified. Source feature commit 9c59600 and public feature commit 4cd7d0e were pushed successfully. GitHub Pages reported built with no error at 2026-11-05T00:13:55Z. All 46 release/provenance/frontend checks passed. Live browser checks verified Selected voices default, different-article draw, exact reader highlighting, A. L. McMichael credit, stable navigation, 872/48 broader counts and visible method/attribution. An initial HTTP transport failure on the source push was resolved by refetching and using a larger request buffer without force-pushing.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000028, 0000030, 0000031, 0000046.
process/excerpt_release_validation.json · reviews/mockups/welcoming-pathways/quote_methods.md · reviews/mockups/welcoming-pathways/quote_collection.json · ../scripts/prepare_public_site.py
Limit: Selected excerpts remain AI-assisted editorial choices; no participant/screen-reader or comprehensive human semantic validation. Existing 421 published records, source attributions, model files, rights and repository visibility remain unchanged. Previous task entries accurately describe their earlier local-only status; this explicit publication request supersedes that release boundary. Deployment/build and listed live interactions are verified; this does not certify all data, scientific conclusions or accessibility.
Incorporate Design Slop and audit the public-facing website
2026-11-04 · requested skill installed and full-scope design audit completed; fixes proposed only
Human direction: Ian G. Williams supplied the wpgaurav/design-slop repository and explicitly requested absorption of that skill and a full public-facing website audit. Existing public-first/Fellows-alumni priorities, global optional design-era decision and intrinsic value of illustrative source accounts remain direction. No approval to implement audit findings or recruit reviewers was supplied.
AI execution: OpenAI Codex (exact model/build unknown/not recorded), one coordinating agent, used the skill-installer Git workflow to install the project-local skill at 762729ec0031c50260992cef8e7ed2562bb66f31, retrieved its two required references from the same commit after root sparse checkout omitted subdirectories, preserved Gaurav Tiwari’s MIT notice and recorded independent hashes. Read skill and references plus information-density, responsive-accessibility and colour-independence guidance. Audited public revision b951b77674abe7fdc26a668009e299d1a42728d7 across all 12 categories: all 26 HTML sources, 23 support pages live at desktop and 320 CSS pixels, all five primary routes/reader/design, all 15 era choices in the available desktop dark environment, cloud/five sunburst lenses/heatmap/network modes/tables and empty/phrase-search recovery. Saved screenshots, rendered DOM metrics and source inventory; rejected the tablet attempt when actual width remained desktop-sized. Produced 14 evidence/fix/verification findings, a staged plan and decision questions, retaining the prior backlog as history. Corrected an initial informal overflow count from eight to the seven recorded support pages. Added provenance/audit tests and future-agent guidance without modifying vendor bytes or frontend sources. Both remotes fetched; no incoming commits. All 21 process/credit/skill-provenance/audit-evidence checks passed. Frozen-reference verification retained 33 unchanged files and ten previous reviewed corrections; active frontend/public manifest and public checkout remain unchanged. Local staged README synchronization does not publish findings.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Methodology; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000030, 0000044, 0000046, 0000047.
reviews/design_slop_audit_2026-11-04/AUDIT.md · reviews/design_slop_audit_2026-11-04/findings.json · reviews/design_slop_audit_2026-11-04/static_inventory.json · reviews/design_slop_audit_2026-11-04/evidence/all-era-desktop.json · reviews/design_slop_audit_2026-11-04/test_audit.py · accessibility/design_slop_manifest.json · accessibility/test_design_slop.py · reviews/simplification_backlog.json · ../AGENTS.md · reviews/design_slop_audit_2026-11-04/validation.json
Limit: Read-only production audit; only installed skill, local audit/provenance/tests and required change records were updated. No website redesign, source author/appointment change, model fit, publication/push, additional agents or participant recruitment. Rendered states were purposively sampled, not every post/control combination. No screen-reader/user study, actual text zoom, light/forced-color/reduced-motion emulation, signed-out access test or real device/network performance benchmark; gzip is an offline estimate. Tablet attempt excluded. Style preferences and heuristic font/target thresholds are not conformance claims; primary W3C references qualify the criteria. Third-party skill credit is not project participation. Skill available to subsequent turns through project-local discovery.
Incorporate the requested Archify skill into the project
2026-11-04 · installed and documented; setup/provenance checks passed; no artifact or website change
Human direction: Ian G. Williams supplied https://github.com/tt-a1i/archify and requested incorporation into this project. This is authorization to install/document the skill, not to generate a diagram, change architecture, enable always-on explainers or publish new website files.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) applied the skill-installer workflow, inspected upstream SKILL/package/license notices, installed the complete Archify 3.2.0 package at a4065941f12be7967436261d9934784e381d423c under .agents/skills/archify, and verified all 206 files against the complete upstream Git blob tree plus local SHA-256 hashes. Preserved Apache-2.0, historical MIT and third-party notices, with tt-a1i/Cocoon AI source credits. Added project-scoped use guidance, AGENTS/README integration, notices, a 206-file manifest, setup receipt and annotated provenance tests; updated discovery checks for 41 distinct local skills while preserving the original public 39-skill package. Also moved residual Design Slop installer Git metadata to a preserved /tmp backup and excluded that cache from its source manifest without changing skill bytes. Entry-point syntax and all 27 doctor setup checks passed; three new integration and six skill-provenance tests passed. Fetched both remotes; no incoming changes. Earlier audit/revision work retained.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000030, 0000046.
skills/archify/README.md · skills/archify/manifest.json · skills/archify/doctor.txt · skills/test_archify.py · accessibility/design_slop_manifest.json · accessibility/test_skills.py · ../AGENTS.md · ../NOTICE.md · ../.agents/skills/archify/SKILL.md
Limit: Setup and file/provenance verification only: no diagram rendering, finalize receipt, browser/export/assistive-technology test, user study, model fit, architecture alteration, account connection, npm/global configuration, auto-update, additional agents, push or deployment. Archify runtime/templates and third-party resources retain their own terms; original project MIT/source-post rights unchanged. Installed package is private-source development tooling and not part of the public release allowlist. A skill cannot override project authorization, browser-tool policy or source/privacy boundaries.
Explain project data, attribution and review workflows with Archify diagrams
2026-11-04 · four local interactive diagrams and text overview delivered; deterministic gates passed; separate CUA review complete
Human direction: Ian G. Williams requested Archify diagrams explaining project workflow and logic, including data sources, attribution and review. This authorizes local explanatory artifacts, not changes to the research pipeline, identity/appointment decisions or public website deployment.
AI execution: OpenAI Codex (exact model/build unknown/not recorded), one coordinating agent, read Archify authoring/type/source/delivery references and inspected the relevant committed project code/methods at source revision 42aade827e1d40f7b8c4f7272a210512fa0cf52d. Authored four source-backed diagram candidates: sources/output overview, historical text-analysis versus exact-excerpt paths, writer-versus-fellowship attribution logic, and human/AI/automated review through authorization to allowlisted publication. Used Archify 3.2.0 to deliver interactive HTML; compact labels and truthful semantic legends were refined. Wrote a plain-language overview with complete node/connection text equivalents, annotated builders, source snapshots, receipts and an artifact verifier. All four current candidates passed nine-check showcase validation, deterministic delivery and strict source/artifact checks. A separate verifier confirmed four candidate/artifact/receipt bindings and 35 nodes cited against 14 committed source files. CUA inspected all four at desktop and 320 CSS pixels, activated source details with Enter, checked Live/Still and inspected light appearance plus the overview in dark; text-equivalent links were fixed after expanded narrow overflow and rechecked at 320px. Both remotes fetched; no incoming commits. Prior local audit/skill changes preserved and excluded from committed source claims.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000027, 0000030, 0000046.
../.archify/workflow-project-logic-20261104-225710/index.html · ../.archify/workflow-project-logic-20261104-225710/README.md · ../.archify/workflow-project-logic-20261104-225710/artifact_manifest.json · ../.archify/workflow-project-logic-20261104-225710/verify_artifacts.py · ../.archify/workflow-project-logic-20261104-225710/evidence/session-browser-review.json · ../.archify/workflow-project-logic-20261104-225710/working-tree-scope.txt
Limit: Archify’s separate automated browser gate was intentionally unavailable under the host requirement to use CUA; ARCHIFY_CHROME pointed to a policy sentinel, leaving browser-check skipped and complete finalize receipts non-passing. Deterministic gates and CUA review are separate evidence, not a replacement/falsified automated gate. Its update check was cache-unavailable, with no notice required or update installed. These are explanatory summaries of committed project behavior, not an exhaustive call graph or independent validation of every credit, appointment or model. Source links are private and may require organization access. Diagram labels are compact; text equivalents, node index and zoom provide alternate routes. No participant/screen-reader, export-format or full device/theme/zoom matrix evaluation. No new model fit, source data change, extra agents, push or public deployment.
Integrate workflow diagrams to help human reviewers and contributors understand the project
2026-11-04 · published; 46 automated tests and preservation checks passed; scoped local/live browser checks complete
Human direction: Ian G. Williams approved integrating the four diagrams into the website and explicitly requested that the changelog explain their purpose: making the project’s concepts and workflow more understandable to human reviewers and contributors. Human direction and publication decision; no human execution or independent verification inferred.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) integrated a People & methods link, generated a companion guide with complete text equivalents and return navigation, and extended the explicit public allowlist for four byte-preserved diagrams and their notices. Applied Archify, link-text-design and wayfinding-navigation skills. Kept source revision 42aade8, original source authors, saved models and existing routes unchanged. Checks and release evidence are recorded in analysis/diagrams/release_validation.json. Published source commit 9354f38 and public release 9bfa32d after repeated remote checks found no incoming commits. GitHub Pages reported built with no error. Verified the live guide, separate diagram tab, keyboard-selected pinned source detail and return route. Local narrow review expanded all four text equivalents at 320px without document overflow. Forty-six tests passed across frontend (20), public release (5), process (8), credits (4), accessibility skill provenance (6) and Archify integration (3), plus frozen-artifact and research-reference verifiers. See release_validation.json for precise scope.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000030, 0000046.
diagrams/workflow/index.html · diagrams/build_workflow_pages.py · diagrams/release_validation.json · ../scripts/public_release_manifest.json
Limit: Diagrams summarize the pinned private source revision, not all later changes. Source-code links require private repository access. Prior deterministic artifact gates passed but Archify’s automated browser gate was skipped under host policy; separate session-browser review is distinct. No participant or screen-reader evaluation, new model fit, source-author confirmation or exhaustive accessibility claim.
Map all recorded Digital Fellow academic-year teams with Archify
2026-11-04 · local diagram and evidence guide complete; 22 tests passed; research references preserved; scoped browser checks complete
Human direction: Ian G. Williams requested an Archify diagram mapping all Digital Fellow cohorts after completion of the workflow-guide integration. Earlier human contributions supplied the People source, academic-calendar interpretation and documented identity confirmations. This request supplies the aim; it does not establish human execution, comprehensive roster validation or authorization to publish this new diagram.
AI execution: OpenAI Codex (exact model/build unknown/not recorded), one coordinating agent, read the Archify schema/authoring/delivery guidance and saved membership methodology at source revision 72e6e7f. Wrote an annotated saved-data projection, 17-node native tree, equivalent annual rosters with original source statements, 52-person year index and CSV/JSON ledger. Mapped all 14 dated directory teams, 52 distinct Digital Fellow names and 122 person/year cells; kept seven current Digital Fellows undated and 2026–2027 unavailable. Preserved fall-only evidence, existing reviewed names, source rights and native runtime notices. Applied colour-independence and table-accessibility skills alongside Archify. Four reconciliation/artifact tests passed; native validate/deliver/strict-check gates passed while its automated browser gate remained explicitly skipped under host policy. Separate CUA reviewed desktop, keyboard source/disclosure actions and 320px map/roster widths. Updated the README’s current workflow-guide description to reflect its already completed public integration. Both remotes fetched with no incoming commits; no new publication or model fit. Final project checks passed: 8 process, 4 credits and 6 inclusive-design installation/provenance tests, in addition to 4 cohort reconciliation/artifact tests. Research verifier retained 33 frozen references and all 10 recorded corrections. Prepared the existing 200-file public package to synchronize the README/changelog without publishing it; no new cohort artifact entered the release allowlist.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000027, 0000023, 0000030, 0000046.
../.archify/tree-digital-fellow-cohorts-20261104-232620/index.html · ../.archify/tree-digital-fellow-cohorts-20261104-232620/README.md · ../.archify/tree-digital-fellow-cohorts-20261104-232620/roster.json · ../.archify/tree-digital-fellow-cohorts-20261104-232620/validation.json · ../.archify/tree-digital-fellow-cohorts-20261104-232620/test_cohorts.py
Limit: Recorded annual directory teams are not first-intake cohorts or an independently certified complete census. Other role families and signed-team snapshots remain separate; no new population definition is applied to existing analyses. Current roles are not backfilled into 2026–2027. Source-code links are private. Compact diagram names may need zoom/panning; equivalent ordinary-size text tables are provided. Native automated browser gate skipped, not passed; separate CUA review is not participant/AT or full-device evaluation. No website publication, source-author reassignment, new identity merge, NLTK cleaning or MALLET refit.
Assign the current seven Digital Fellows to the confirmed 2026–2027 roster
2026-11-04 · local corrected map and annual-team views complete; 52 automated tests passed; scoped browser checks complete
Human direction: Ian G. Williams explicitly stated: “the current digital fellows is the 2026-2027 roster”. This confirms the academic-year assignment of the seven people in the saved Digital Fellows section, not the dates of other GCDI roles or all historical membership claims.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) recorded a separate, inspectable roster confirmation, preserved the original raw snapshot and dated directory cells, and added seven human-confirmed annual cells to the cohort-composition projection. Rebuilt People & methods counts, 2026–2027 bar/matrix, source drill-down and date-basis labels. Five people-data tests passed, verifying unchanged directory rows and exactly seven confirmed current-year entries. Updating the Archify map from 14 directory teams/52 names/122 cells to 15 teams/58 names/129 cells. No new identity merges, exact appointment dates, other-role year assignments or model fits are inferred. Created a new source-pinned Archify artifact at .archify/tree-confirmed-cohorts-20261104-233716, preserving the prior map and recording its supersession. Revised map has 15 teams, 58 distinct names and 129 person/year memberships, with the seven-person confirmed current-year branch. Native validate, deliver and strict checks passed; automated browser gate remains explicitly skipped. CUA verified the local website year button and seven-name drill-down, the diagram branch/source detail, and the guide at 320px without page overflow. Passed 52 tests: 4 corrected-map, 5 people-data, 20 frontend, 8 process, 4 credits, 6 skill-provenance and 5 public-release packaging tests. Research verifier preserved 33 reference files and all 10 recorded corrections. See the artifact validation record for precise scope and limitations. The public package was prepared but not deployed.
Contribution mapping and evidence
Documented human project roles (CRediT): Data curation; Validation.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000027, 0000023, 0000030, 0000046.
membership/roster_confirmations.json · reviews/mockups/welcoming-pathways/build_people.py · reviews/mockups/welcoming-pathways/test_people.py · reviews/mockups/welcoming-pathways/people_methods.md · ../.archify/tree-confirmed-cohorts-20261104-233716/index.html · ../.archify/tree-confirmed-cohorts-20261104-233716/validation.json
Limit: Human confirmation is scoped to this seven-person roster/year mapping. No comprehensive historical, article-authorship or independent institutional verification is implied. Original signed/directory-only post and model membership bases remain unchanged; this correction updates annual team-composition evidence. Other current role families remain undated; exact days and semester attendance are not asserted. Public deployment has not been performed for this correction.
Propagate the confirmed 2026–2027 roster through fellowship records and maps
2026-11-05 · rebuilt and verified in the release preview
Human direction: Ian G. Williams confirmed the seven-person Digital Fellows roster for 2026–2027 on November 4 and directed propagation to all cohort records and maps. CRediT Validation and Data curation apply to that specific mapping.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) carried the confirmation into the annual membership CSV and role counts, fellowship history matrix, downloadable evidence, website composition views, and the revised Archify cohort map. The saved dated and signed evidence still supports its original post-matching filters. Annual views represent 15 Digital Fellow teams, 58 distinct people and 129 person/year memberships. Seven membership tests and five People tests passed. Browser inspection opened the fellowship history cell and displayed all seven names and confirmation statements. The frozen reference verifier passed for all 33 files and 10 recorded corrections. The prepared release updates the existing public fellowship pages and evidence downloads.
Contribution mapping and evidence
Documented human project roles (CRediT): Data curation; Validation.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000027, 0000023, 0000030, 0000046.
membership/roster_confirmations.json · membership/annual_memberships.csv · membership/annual_role_counts.csv · FELLOWS_HISTORY.html · ../.archify/tree-confirmed-cohorts-20261104-233716/validation.json
Limit: The confirmation establishes roster year and role for seven people. Other 2026–2027 roles have missing annual evidence. This evidence has annual resolution. Historical archive snapshots and signed and directory-only publication matching preserve their original scope. Archify native browser gate skipped. Separate browser checks cover selected views.
Exclude draft entries from archive data and analyses
2026-11-05 · rebuilt and verified in release preview
Human direction: Ian G. Williams directed the exclusion of all draft-status post entries from the active dataset and analyses. This is a project scope decision.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) applied the status filter to the index, publication data, coverage ledgers, source credits, grouped identities, fellowship post matches and source-rights register. Filtered public inventory and historical attribution exports and removed draft examples from the public legacy report copy. Reconciled 421 published article rows, 325 local published posts, 299 modeled posts and 307 earlier motif posts. Coverage, source-credit, rights, identity, membership, history, process, interactive analysis and release checks passed. The release check scans CSV and JSON downloads and HTML payloads for draft-status entries.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000030, 0000046.
ARCHIVE_COVERAGE.html · coverage/coverage_audit.json · rights/source_rights.json · interactive/build_audit.json · ../scripts/test_public_release.py
Limit: The private source snapshot and historical verification baseline retain original statuses. Aggregate exclusion counts document the source-to-release reconciliation. The existing fitted corpus and statistical analyses already used published posts, so their saved outputs retain the verified published populations. Public deployment replaces current files. Prior Git history remains historical evidence.
Merge the November 2026 roster snapshot into the 2026–2027 annual roster
2026-11-05 · implemented and staged
Human direction: Ian G. Williams confirmed the academic year of the full current snapshot and directed its incorporation into the annual roster.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) joined all 20 saved role entries to the 2026–2027 register, retained the seven existing Digital Fellows once, and removed the duplicate snapshot sections and standalone public download. The annual People and Fellowship History views use the consolidated records.
Contribution mapping and evidence
Documented human project roles (CRediT): Data curation; Validation.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000030, 0000046.
membership/roster_confirmations.json · membership/annual_memberships.csv · membership/annual_role_counts.csv · FELLOWS_HISTORY.html · reviews/mockups/welcoming-pathways/test_people.py
Limit: The confirmation establishes the year for the roles in the saved snapshot. The records have academic-year resolution. Publication-time membership filters use dated intervals and signed semester evidence.
Show the confirmed 2026–2027 roster across all fellowship role tables
2026-11-05 · rebuilt and verified in the release preview
Human direction: Ian G. Williams directed applying the confirmed 2026–2027 snapshot year to every fellowship role and filling the corresponding tables.
AI execution: OpenAI Codex inspected the saved roster and existing annual register, rebuilt Fellowship History to open on the latest confirmed year across roles, and made the role-family matrix the default in People & methods. Each role can be selected separately. The five recorded role families account for 20 entries. Browser inspection verified the default 2026–2027 selection, 20 roster cards, all nine role rows, and the six-person Social Media Fellows filter. Thirty membership, process, credits, People, and release tests passed. Coverage verification passed using the same hash-verified WordPress export at its new path.
Contribution mapping and evidence
Documented human project roles (CRediT): Data curation; Validation.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000030, 0000046.
membership/annual_role_counts.csv · membership/roster_confirmations.json · FELLOWS_HISTORY.html · reviews/mockups/welcoming-pathways/template.html
Limit: A dash indicates missing annual evidence for roles absent from the saved snapshot. The roster establishes an academic year. Publication-time matching continues to use its signed or dated evidence basis.
Download the rendered word cloud and sunburst as PNG files
2026-11-05 · implemented and verified in browser preview
Human direction: Ian G. Williams requested PNG download controls that capture the chart currently displayed.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) implemented browser-side canvas rendering of the current word-cloud layout and rasterization of the current styled SVG sunburst. Added scoped filenames and accessible progress/error feedback using the feedback-and-status guidance. Browser testing produced a 2432×1459 selected-year cloud and a 1520×1520 phrase-lens leading-five sunburst. Both files decoded as nonblank PNGs. All 28 frontend JavaScript tests, 18 analysis data tests and 6 accessibility provenance tests passed.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000030, 0000046.
reviews/mockups/welcoming-pathways/word_ui.js · reviews/mockups/welcoming-pathways/template.html · reviews/mockups/welcoming-pathways/word_methods.md
Limit: Browser verification sampled two chart states on one desktop browser. Canvas text appearance can vary with installed fonts and rendering engines. PNG exports capture the chart image. The interactive tables carry exact values and source links.
Audit sunburst legibility and correct label placement
2026-11-05 · implemented and verified in browser preview
Human direction: Ian G. Williams requested a legibility and cutoff audit followed by corrections.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) applied the project’s flexible typography and Design Slop guidance. Measured baseline label bounds across all five desktop lenses and sampled narrow views. Baseline desktop overlap counts ranged from 49 to 114 bounding-box pairs. A 320px preview rendered 4.4px text. Revised the ring widths, measured glyph fit inside each sector, suppressed collisions and added compact year labels and a readable-size floor. The final 160-state browser sweep covered all five lenses and all 16 year scopes at desktop and 320px. It found zero overlapping label bounds or chart-edge clipping and a measured minimum of 12px with the test browser’s root font. Sampled topic-first, focused-topic and full-distribution modes and verified a selected-year PNG download.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000030, 0000044, 0000046.
reviews/mockups/welcoming-pathways/word_ui.js · reviews/mockups/welcoming-pathways/template.html · reviews/mockups/welcoming-pathways/word_methods.md
Limit: The sweep used one desktop browser and a narrow viewport override. Dense slices may use the full-label table and interactive branch details. The alternate hierarchy and full-distribution checks were sampled.
Restore complete sunburst labels and year-by-year topic options
2026-11-05 · implemented and verified in browser preview
Human direction: Ian G. Williams reported missing sunburst text and apparently missing year-by-year options and requested a correction.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) traced the prior fit filter and persistent topic-focus state. Added a full-text interactive key with one control per drawn slice, compact labels that still pass the fit check, and an all-topics reset when the year or topic hierarchy changes. Browser inspection covered 80 lens/year combinations at desktop and again at 320px, checking key-to-slice parity, 15 overview year groups, single-year drill-downs, and label overlap and clipping. All 160 states passed. A focused topic expanded from one to eight topics on year change, and a key button opened the corresponding evidence.
Contribution mapping and evidence
Documented human project roles (CRediT): Validation; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000030, 0000046.
reviews/mockups/welcoming-pathways/word_ui.js · reviews/mockups/welcoming-pathways/template.html · reviews/mockups/welcoming-pathways/word_methods.md
Limit: Browser checks used one desktop engine with a narrow viewport override. The PNG continues to export the SVG chart, while the full-text key is part of the interactive page.
Condense the README changelog and move detailed entries to CHANGELOG.md
2026-11-05 · generated and verified in release preview
Human direction: Ian G. Williams requested one condensed sentence per README update and a separate file for the full explanations.
AI execution: OpenAI Codex (exact model/build unknown/not recorded) split the changelog generator, preserved the full attributed entries and inherited history, updated project instructions, and synchronized both Markdown outputs through the public release packager. Verified that all 56 prior detailed sections were preserved verbatim, and that the public package carries identical summary and detail files. Eight process, four credits, and six release tests passed.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000031.
../README.md · ../CHANGELOG.md · ../scripts/update_readme_changelog.py · process/test_readme_changelog.py
Limit: Historical entries retain the attribution and verification limits recorded at the time.
Built a local word cloud lab for experimenting with academic-year scope, rankings, and display filters.
2026-11-05 · completed local experiment
Human direction: Ian G. Williams requested a word cloud experiment after reviewing possible controls.
AI execution: OpenAI Codex (exact model build not recorded) implemented an annotated builder and browser controls using saved cleaned tokens from 299 analyzed posts. It applied the project form-labelling guidance and checked initial scope, year and ranking changes, hiding and finding a word, reset, keyboard activation and source-link output in the in-app browser.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000027.
demos/word_cloud_lab/index.html · demos/word_cloud_lab/build_demo.py · demos/word_cloud_lab/lab.js
Limit: Local prototype only. Counts re-aggregate the saved modeled corpus, with no new NLTK processing or MALLET fit. One browser was checked; screen-reader and human usability evaluation remain open.
Added source-linked word excerpts and random related-post discovery to the local Word Cloud Lab.
2026-11-05 · completed local experiment
Human direction: Ian G. Williams approved implementing the proposed experiments in the local lab.
AI execution: OpenAI Codex (exact model build not recorded) implemented excerpt selection from saved reading copies and random selection over distinct posts in the current word and year scope. It applied link-text design guidance and tested exact matches, author and rights metadata display, non-repeating draws, new-tab link markup, filter retention and missing-word behavior in the in-app browser. Browser sentence segmentation supplies sentence boundaries.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000023.
demos/word_cloud_lab/index.html · demos/word_cloud_lab/build_demo.py · demos/word_cloud_lab/lab.js
Limit: Local only. Excerpts are up to five short exact-form matches, with one per post and newest matching posts first. Random draws use cleaned word matches, including normalized variants. No new NLTK cleaning or MALLET fit. One browser checked; no human usability or screen-reader testing.
Added a hover and keyboard focus pop effect to the local Word Cloud Lab.
2026-11-05 · completed local experiment
Human direction: Ian G. Williams requested that word bubbles grow and pop out on mouse hover.
AI execution: OpenAI Codex (exact model build not recorded) applied the project motion-sensitivity guidance, implemented CSS scaling and stacking, rebuilt the demo, and checked keyboard focus scaling, the hover layer and word selection in the in-app browser.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000023.
demos/word_cloud_lab/template.html · demos/word_cloud_lab/index.html
Limit: Local demo only. Scale is set to 112% with a 140ms transition. Reduced-motion mode is covered by CSS; that system preference and touch devices were not exercised in the browser check.
Added an interactive academic-year timeline for the selected word in the local Word Cloud Lab.
2026-11-05 · completed local experiment
Human direction: Ian G. Williams authorized trying the proposed word timeline.
AI execution: OpenAI Codex (exact model build not recorded) implemented chronological share bars with exact counts and text selection indicators using the project colour-independence guidance. It checked all 15 year rows sum to 299 posts, partial-year values, keyboard focus retention, excerpt updates, all-year return and zero-match behavior in the in-app browser.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000023.
demos/word_cloud_lab/template.html · demos/word_cloud_lab/lab.js · demos/word_cloud_lab/index.html
Limit: Local demo only. Shares divide matching posts by all analyzed posts in each academic year. The 2026–2027 snapshot is partial. No new text cleaning or model fit. One browser checked; screen-reader and human usability evaluation remain open.
Added a Common and Distinctive ranking toggle to the local Word Cloud Lab.
2026-11-05 · completed local experiment
Human direction: Ian G. Williams requested switching between common and distinctive words.
AI execution: OpenAI Codex (exact model build not recorded) implemented labelled ranking controls and post-share comparisons using saved cleaned tokens. It verified the no-year prompt, keyboard selection, both comparison denominators, minimum-post filtering and return to common ranking in the in-app browser.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000023.
demos/word_cloud_lab/template.html · demos/word_cloud_lab/lab.js · demos/word_cloud_lab/index.html
Limit: Local demo only. Distinctive ranking uses a positive difference in containing-post shares with at least two matching posts in the selected year. This descriptive measure differs from the smoothed token-based sunburst score. The partial 2026–2027 year contains three analyzed posts. No new cleaning or model fit. One browser checked.
Integrated the Word Cloud Lab controls, timeline, excerpts, and related-post discovery into the public explorer.
2026-11-05 · implemented for authorized public release
Human direction: Ian G. Williams directed the preceding local experiments and explicitly requested integrating their changes into the live site.
AI execution: OpenAI Codex (exact model build not recorded) reused the lab component, added the saved post-level count projection, and connected year selection and PNG export to the active explorer. It checked every projected count dictionary against 137,094 saved tokens and tested the prepared site’s ranking, timeline, excerpts, random post link, keyboard focus, chart switching, reset, and PNG request in the in-app browser.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000023.
reviews/mockups/welcoming-pathways/word_methods.md · reviews/mockups/welcoming-pathways/word_ui.js · reviews/mockups/welcoming-pathways/index.html · demos/word_cloud_lab/lab.js
Limit: The page uses the same 299 analyzed posts. Distinctive cloud rankings use containing-post share gaps; the sunburst has its own token-based score. 2026–2027 is partial. No new cleaning or model fit. Browser testing checked the PNG request status, not the downloaded image pixels. Screen-reader and human usability evaluation remain open.
Built a local 2D and 3D topic map with year and credited-author filters, source inspection, and nearest-mixture sorting.
2026-11-05 · completed local prototype
Human direction: Ian G. Williams requested a 3D analysis prototype and authorized building the proposed topic map.
AI execution: OpenAI Codex (exact model build not recorded) wrote the annotated NumPy PCA builder and interactive browser view, applying the project gesture-alternatives and colour-independence guidance. It reconciled all 299 saved weight vectors, verified variance shares with an independent covariance eigendecomposition, and browser-tested rotation, both dimensions, combined filters, empty states, keyboard post selection, and the eight-weight inspector. NumPy computed the projection and browser code computed the nearest-mixture ordering.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000023.
demos/topic_map/index.html · demos/topic_map/build_demo.py · demos/topic_map/map.js
Limit: Local prototype. PCA uses square-root-transformed weights from the saved eight-topic MALLET fit. The 2D and 3D views retain 46.0% and 60.5% of transformed variation. Proximity can hide differences and does not establish historical or thematic relationships. No new text cleaning or MALLET fit. One browser checked; screen-reader and human usability evaluation remain open.
Made the topic map easier to read with named topic axes, percentage ticks, and a 2D starting view.
2026-11-05 · completed local revision
Human direction: Ian G. Williams identified poor human legibility in the first topic-map prototype.
AI execution: OpenAI Codex (exact model build not recorded) applied the project plain-language and cognitive-load guidance, added direct-weight named axes with clear defaults, and moved optional statistical projection controls behind a disclosure. It verified initial labels and ticks, topic changes, 2D-to-3D switching, the optional PCA view and post inspection in the in-app browser and visually inspected the opening layout.
Contribution mapping and evidence
Documented human project roles (CRediT): Validation.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000023.
demos/topic_map/template.html · demos/topic_map/map.js · demos/topic_map/index.html
Limit: Local prototype. Named axes show original weights for the chosen topics and leave other weights in the post inspector. Dots can overlap. Statistical projections and corpus are preserved. No new model fit, formal accessibility audit, or independent human retest.
Added point previews, exact position readouts, and 2D guide lines to the local topic map.
2026-11-05 · completed local revision
Human direction: Ian G. Williams identified that the graph itself needed clearer interpretation and suggested tooltips or mouse-triggered events.
AI execution: OpenAI Codex (exact model build not recorded) applied the project contextual-help guidance and implemented a mouse preview with article title, recorded credit, year and axis values, plus matching persistent selection values and 2D guides. It verified mouse preview, Escape dismissal, point selection, keyboard selection from the post list and the three-axis inspector in the in-app browser.
Contribution mapping and evidence
Documented human project roles (CRediT): Validation; Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000023.
demos/topic_map/template.html · demos/topic_map/map.js · demos/topic_map/index.html
Limit: Local prototype. Dot overlap still occurs and the post list gives access to each article. Guides are drawn only in the 2D named-topic view. Touch, screen-reader and independent human checks remain open. Saved weights and projection are unchanged.
Added selectable academic-year layers and a flat-year drill-down to the local topic map.
2026-11-05 · completed local prototype
Human direction: Ian G. Williams approved trying the proposed year-layer strategy.
AI execution: OpenAI Codex (exact model build not recorded) implemented categorical year planes using the existing topic weights, with direct labels, post previews, and keyboard-operable drill-down applying the project colour-independence and gesture-alternatives guidance. It checked default layer counts, deduplication, point inspection, chart clicks, and keyboard drill-down in the in-app browser.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000023.
demos/topic_map/template.html · demos/topic_map/map.js · demos/topic_map/index.html
Limit: Local prototype. The default layers are 2024–2025, 2025–2026 and partial 2026–2027. Year spacing is categorical and dots can overlap within a layer. No new MALLET fit. One browser checked; touch, screen-reader and independent human review remain open.
Added a 3D topic landscape with academic-year means, exact values, and source-post drill-down.
2026-11-05 · completed local prototype
Human direction: Ian G. Williams requested trying the proposed 3D topic landscape.
AI execution: OpenAI Codex (exact model build not recorded) implemented the local landscape and applied colour-independence and table-accessibility guidance. Browser code calculates equal-post means from saved MALLET weights. Codex independently checked two displayed means and verified the bar count, hover, chart and keyboard selection, source links, and empty years in the in-app browser.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000023.
demos/topic_map/template.html · demos/topic_map/map.js · demos/topic_map/index.html
Limit: Local prototype. Each post counts once per mean. Author filters alter the contributing population. The 2026–2027 year is partial. Bars can overlap in perspective; the table exposes all values. No new model fit. Screen-reader, touch and independent human checks remain open.
Recovered five listed GCDI annual reports and a supplemental two-year report, then compared their activity, staffing and programs by academic year.
2026-11-05 · completed local research comparison
Human direction: Ian G. Williams defined the scope, supplied the About page and WordPress export, and supplied the 2025–2026 PDF for the reserved manual-addition year.
AI execution: OpenAI Codex (exact build not recorded) recovered archived links, curated 55 activity rows, 146 staffing rows, 28 program rows and a WordPress comparison, built the comparative analysis and applied the project plain-language and table-accessibility skills. Apple Vision and pypdf executed extraction. Codex checked source identifiers, page references, duplicate keys, staffing overlap and selected reported figures.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Resources.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000030, 0000046.
annual_reports/README.md · annual_reports/sources.csv · annual_reports/activity.csv · annual_reports/staffing.csv · annual_reports/programs.csv · annual_reports/archive_matches.csv
Limit: Archived May 2026 About page used because the live page presented a CAPTCHA. Report coverage is incomplete for 2017–2018 through 2019–2020. The supplied 2025–2026 report is reserved for manual addition. OCR, report metrics and export scope have documented limits. No independent human verification or new appointment/author mappings. Research files are kept outside the public website allowlist.
Added the 2012–2014 and 2015 Digital Fellows reports, verified the supplied 2015–2017 duplicate, and reran the roster and archive visibility comparisons.
2026-11-05 · completed local research comparison
Human direction: Ian G. Williams located and supplied three report PDFs and requested an updated coverage inventory, analysis and rerun of the prior comparisons.
AI execution: OpenAI Codex (exact build not recorded) compared SHA-256 hashes, used Apple Vision and pypdf to extract two distinct reports, transcribed page-linked evidence, regenerated the report workbook and source bundle, and reran publication-mix, title visibility, credit and roster checks using the saved archive and membership ledgers. It applied the project plain-language and table-accessibility skills.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Resources.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000030, 0000046.
annual_reports/README.md · annual_reports/sources.csv · annual_reports/compare_archive.py · annual_reports/roster_source_comparison.csv · annual_reports/archive_title_visibility.csv · annual_reports/archive_publication_mix.csv · annual_reports/archive_matches.csv
Limit: 2017–2018 through 2019–2020 remain missing in the supplied and previously located sources. The supplied 2025–2026 PDF remains pending manual addition. Early rosters are a combined two-year list and a report snapshot. Repeated figures were counted once and unresolved name variants were preserved. Title matches describe discoverability rather than the amount of work. No changes to baseline credits, memberships or model fitting. No independent human verification is recorded.
Restored 43 pre-2016 article credits from the archived original Digital Fellows website.
2026-11-05 · implemented local attribution correction
Human direction: Ian G. Williams identified Sam O’Hana’s pre-2016 account as the website-migration account, stated that O’Hana was not a Digital Fellow in that period, and directed using the authors identified on the original archived articles.
AI execution: OpenAI Codex (exact build not recorded) compared full archived article captures with the saved export, required matching dated permalinks and titles, transcribed 43 credits, preserved account metadata and prior source-supported credits, and rebuilt the archive and credit-bearing views. No NLTK or MALLET fit was rerun.
Contribution mapping and evidence
Documented human project roles (CRediT): Investigation; Methodology.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000030, 0000046.
attribution_revision/reviewed_credits.json · coverage/article_review_ledger.csv · coverage/coverage_audit.json · attribution_revision/revision_changes.json
Limit: Original archived display credits are accepted within Ian’s pre-2016 migration rule. Existing supported and collective credits retain their own evidence. Historical display-name variants are preserved without new identity merges. Independent human verification of individual captures was not recorded.
Integrated 43 archived byline corrections and published the annual report and web archive source references.
2026-11-05 · implemented for public release
Human direction: Ian G. Williams requested bringing the corrected records and historical sources from the annual-reports research into the website. He previously supplied early reports and confirmed the pre-2016 migration-account interpretation.
AI execution: OpenAI Codex (exact model build not recorded) integrated the prior annual-reports thread’s reviewed attribution changes and research tables, added per-post archive links and a public source section, and rebuilt and checked the evidence-linked site. The earlier work-log entries document the source extraction and author-credit review separately.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Resources; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000023, 0000030.
annual_reports/README.md · annual_reports/sources.csv · annual_reports/web_archive_sources.csv · attribution_revision/reviewed_credits.json · coverage/article_review_ledger.csv · reviews/mockups/welcoming-pathways/index.html
Limit: Archived article bylines and reported institutional roles are separate evidence. The eight extracted reports document ten academic years; three reports remain unlocated and 2025–2026 awaits manual addition. The source export, topic fit and accepted identity mappings are preserved. Research leads and supplied PDFs are outside this public release.
Fixed exact-phrase previews and refreshed history, identity, and membership tests after the attribution update.
2026-11-06 · implemented for authorized public release
Human direction: Ian G. Williams directed the audit, follow-up tests, and continuation to address the reported failures. He then authorized deploying the completed changes.
AI execution: OpenAI Codex (exact build not recorded) reproduced the phrase-preview bug, used the shared normalization to locate the original phrase, added a regression check, and aligned three test expectations with reviewed credits and published membership scope. Codex verified all 51 body-match previews for “digital scholarship” and prepared the public release.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023.
interactive/search_core.js · interactive/test_search.js · history/test_history.py · identity/test_identity.py · membership/test_filters.js
Limit: No changes to attribution records, the source corpus or the saved model. The regression addresses preview placement; search matching and scope are unchanged.
Added distinct shared-post counts and moved the source-post panel next to the authorship network.
2026-11-06 · implemented for local preview
Human direction: Ian G. Williams requested trying the recommended shared-byline summary and adjacent source-post panel.
AI execution: OpenAI Codex (exact build not recorded) reused the existing pair records and source panel, counted each supporting article once across displayed and undrawn connections, and preserved keyboard return to source-post controls. The browser check verified ten names from one article, article opening and keyboard return, and panel placement when switching displays.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000023.
reviews/mockups/welcoming-pathways/analysis_ui.js · reviews/mockups/welcoming-pathways/template.html
Limit: Local preview. Existing evidence scopes, attribution and model weights are preserved. A shared article records a byline connection and does not establish a working relationship.
Added an interactive author–year matrix, evidence population counts, and connection previews.
2026-11-06 · implemented for local preview
Human direction: Ian G. Williams approved continuing with the authorship-network recommendations after trying the shared-post preview.
AI execution: OpenAI Codex (exact build not recorded) reused the existing author–year edges and post inspector, applied table-accessibility and colour-independence guidance, added focus and pointer previews, and browser-tested matrix dimensions, credit counts, keyboard selection, evidence breakdown, and graph focus.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000023.
reviews/mockups/welcoming-pathways/analysis_ui.js · reviews/mockups/welcoming-pathways/template.html
Limit: Local preview. Matrix and graph use the same published local/unflagged population. Tests covered keyboard and displayed counts in one browser; touch and screen-reader use remain untested.
Added matrix sorting, a return to the selected cell, and a shortcut when the network graph is too narrow.
2026-11-06 · implemented for local preview
Human direction: Ian G. Williams approved continuing the local authorship-network enhancements.
AI execution: OpenAI Codex (exact build not recorded) applied keyboard-navigation and responsive-accessibility guidance, retained matrix cell identity across sorting and reader navigation, and linked the fallback to the graph width check. It checked alphabetical ordering, article-to-cell keyboard return, the 390px matrix shortcut and the 680px graph in the browser.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023.
reviews/mockups/welcoming-pathways/analysis_ui.js · reviews/mockups/welcoming-pathways/template.html
Limit: Local preview. Sort order affects display only. Browser checks covered two viewport widths and keyboard navigation; touch and screen-reader evaluation remain open.
Prepared the shared-post summary, author–year matrix, and keyboard navigation enhancements for public release.
2026-11-06 · implemented for authorized public release
Human direction: Ian G. Williams requested publishing the three authorship-network preview revisions.
AI execution: OpenAI Codex (exact build not recorded) rebuilt the approved preview with synchronized attribution and checked the public release package against the existing deployment.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023.
reviews/mockups/welcoming-pathways/analysis_ui.js · reviews/mockups/welcoming-pathways/template.html
Limit: The matrix and graph retain their saved published-local population and existing credit tiers. Prior preview entries document browser checks and their limits.
Unified the project title typography and replaced the analysis slogan with a direct heading.
2026-11-06 · implemented for local preview
Human direction: Ian G. Williams marked the header and analysis heading in the browser, requested one font size for the full title, and asked for simpler wording.
AI execution: OpenAI Codex (exact build not recorded) applied Design Slop and plain-language guidance, revised the shared header and analysis introduction, and verified the title, heading, and absence of horizontal overflow at 787px and 390px.
Contribution mapping and evidence
Documented human project roles (CRediT): Writing – review & editing.
Delegated task IDs (GAIDeT): 0000017, 0000031, 0000023.
reviews/mockups/welcoming-pathways/template.html
Limit: Local preview. Browser checks covered the two stated widths with the current default appearance.
Replaced vague headings and tightened generated copy across the explorer and its main public guides.
2026-11-06 · implemented for local preview
Human direction: Ian G. Williams approved the simpler heading and requested the same editorial pass across the site’s generated text.
AI execution: OpenAI Codex (exact build not recorded) applied Design Slop and plain-language guidance to the active explorer views, reader notices, interpretation summaries, and public guides for methods, coverage, accessibility, citation, credits and project history.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000031, 0000023.
reviews/mockups/welcoming-pathways/template.html · reviews/mockups/welcoming-pathways/ui.js · build_support_pages.py · build_coverage.py · credits/page_template.html · history/page_template.html · ../scripts/prepare_public_site.py
Limit: Local preview. The editorial pass covers the active interface and main support pages. Saved posts, quotations, historical prompts, datasets, and preserved releases retain their original text. No model rerun or independent human review.
Reorganized People & methods around writers, fellowship history and source evidence.
2026-11-06 · implemented for local preview
Human direction: Ian G. Williams requested the review and directed implementation of the drafted three-section reorganization.
AI execution: OpenAI Codex (exact build not recorded) reviewed the preceding local preview with the project’s Design Slop, Ponytail and inclusive-design guidance, revised the page copy and layout, and implemented adjacent evidence panels and keyboard return controls. Verified jump-link focus, default writer counts, writer and year evidence return, cohort filter, matrix disclosure, packaged workflow link and return from the post reader in the local browser.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000031, 0000044, 0000047, 0000023.
reviews/mockups/welcoming-pathways/template.html · reviews/mockups/welcoming-pathways/people_ui.js · reviews/mockups/welcoming-pathways/ui.js
Limit: Layout and wording revision using existing records and counts. No independent human usability or screen-reader testing. Local preview only.
Added a two-repository update preflight and an approval gate for significant conflicts with revision plans.
2026-11-06 · implemented locally
Human direction: Ian G. Williams required checking for changes made through GitHub or other terminals, integrating compatible contributions, and seeking his approval for changes that significantly conflict with or alter the plan.
AI execution: OpenAI Codex (exact build not recorded) compared both GitHub branches, wrote the read-only worktree comparison script and updated the source and public agent instructions. A disposable-repository test exercised dirty local files, incoming commits, successful integration and a fetch failure.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000031, 0000023.
../AGENTS.md · ../scripts/check_shared_updates.py · ../scripts/test_check_shared_updates.py · ../scripts/public_site_AGENTS.md
Limit: The scanner reports evidence and status. People judge significance and authorize resolution. A scan cannot see unpushed edits in another checkout or guarantee a branch stays unchanged. The public checkout passed the live scan. The private checkout’s index was unavailable, so Codex separately compared its GitHub branch using a temporary index. The protocol was prepared locally without publishing.
Refactored maintained project source for human review in VS Code with consistent blocks, separate public styles, explanatory comments, a workspace and a code map.
2026-11-08 · implemented and checked locally
Human direction: Ian G. Williams requested a project-wide code arrangement optimized for human reviewers using VS Code, with appropriate comments.
AI execution: OpenAI Codex (exact build not recorded) inspected both GitHub branches and preserved existing local revisions, formatted maintained Python/JavaScript/CSS and source templates, separated the public stylesheet while preserving its insertion order, added purpose/state comments, configured optional review tools and editor tasks, and wrote a source/build reading guide. Checked 70 Python modules, 38 JavaScript modules, nine stylesheets and source templates with the pinned formatters. All 87 Python tests across 15 suites and all 76 Node tests passed. JavaScript syntax trees match the starting versions. Python logic matches after docstring whitespace normalization except the documented stylesheet assembly change. The rebuilt public data equals the starting data. Browser checks covered layout, byline evidence focus/return, search, post reading/return, word-cloud rendering, sunburst rendering and the author network.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000030, 0000031, 0000023.
../Tagging-The-Tower.code-workspace · ../docs/CODE_REVIEW.md · ../.vscode/tasks.json · ../pyproject.toml · ../package.json · reviews/mockups/welcoming-pathways/styles.css · reviews/mockups/welcoming-pathways/build_prototype.py
Limit: Preserved historical paths, third-party code, frozen releases, saved evidence and the separate untracked topic-map draft. This broad source-formatting pass changes line numbers. Coverage reconciliation verified all browser datasets and the saved-result baseline check passed. The supplied VS Code configuration parsed successfully; opening tasks inside VS Code itself and screen-reader testing were not performed. The private Git index remained unavailable, so GitHub comparisons used a separate temporary index without staging local edits. No publication or human reviewer session is claimed.
Required future code and website revisions to support human review, learning and editing in VS Code.
2026-11-08 · implemented locally
Human direction: Ian G. Williams requested persistent agent guidance treating the project as a pedagogical tool for reviewers seeking to understand and edit its code and website design.
AI execution: OpenAI Codex (exact build not recorded) expanded private/public agent instructions with plain-language module guidance, explicit data flow, meaningful comments, discoverable edit points, rebuild/check routes, bounded examples and a learner editing guide. Updated the process profile and attributed change records. All eight process checks and four credit checks passed.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000030, 0000031, 0000023.
../AGENTS.md · ../scripts/public_site_AGENTS.md · ../docs/CODE_REVIEW.md · credits/process_profile.json
Limit: Instruction and documentation changes. Learner comprehension and VS Code task execution were not evaluated. Existing local revisions were preserved. No publication is claimed.
Created a source-linked knowledge base on code review, digital humanities and learning to edit research software.
2026-11-08 · implemented locally
Human direction: Ian G. Williams requested an academic literature search and a knowledge base from openly available papers and articles, following his human-review and pedagogical requirements.
AI execution: OpenAI Codex (exact build not recorded) searched the web and primary sources, inspected relevant accessible sections, selected 17 scholarly and practice sources, and wrote annotations, an evidence-qualified synthesis, search/access notes, structured bibliography metadata and BibTeX. Distinguished publication dates from DOI suffixes, full-text access from indexed excerpts, empirical work from guidance, and proposed project applications from source findings. Checked that all 17 source IDs match their annotations and BibTeX entries and that local links and access/locator/rights fields are present. All eight process and four credit checks passed.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000008, 0000025, 0000030, 0000032, 0000046, 0000047, 0000023.
../docs/knowledge/code-review-digital-humanities/README.md · ../docs/knowledge/code-review-digital-humanities/ANNOTATED_SOURCES.md · ../docs/knowledge/code-review-digital-humanities/SEARCH_METHODS.md · ../docs/knowledge/code-review-digital-humanities/sources.json · ../docs/knowledge/code-review-digital-humanities/references.bib
Limit: Exploratory English-language selection through web search, not a systematic review or exhaustive academic database search. Source sections were inspected without replication. S01 uses publisher-indexed excerpts after direct retrieval failed; S13 is a preprint with unverified journal status; S08 has an explicitly abbreviated author list. No independent human academic review, learner evaluation, changed analysis method or public release is claimed.
Fetched and compared the private and public GitHub main branches and recorded their current revisions.
2026-11-08 · checked and recorded
Human direction: Ian G. Williams requested checking the GitHub copy and recording changes made there.
AI execution: OpenAI Codex (exact build not recorded) fetched both main branches, reviewed incoming commit ranges, affected-file comparisons and latest recorded authorship metadata, and recorded that neither branch has commits beyond its local HEAD. Private source remains at 1fbb7d3c29c3d22a88cc9afd015ddaf472a00271; public website remains at 0bb2762ea1c16baeb5d4898ac5580e7870e9fab7. Preserved the existing unpublished local revisions and separate draft.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000025, 0000023.
process/github_comparison_2026-11-08.json
Limit: Main-branch comparison only. Git author metadata records perlsdiver for the latest commits and does not prove human execution or approval. The private Git index timed out, so a separate temporary index was used to inspect local status without replacing staging state. Other branches, pull requests and unpushed terminal work were not checked. No incoming changes required integration.
Integrated the code-review literature knowledge base into project and agent guidance with a reusable review worksheet.
2026-11-08 · implemented locally
Human direction: Ian G. Williams requested incorporating the knowledge base into project files and agent instructions.
AI execution: OpenAI Codex (exact build not recorded) connected source/public agent instructions, the root/research/frontend READMEs, the VS Code review guide and the knowledge-base synthesis. Added a scoped worksheet tying source IDs to code evidence, behavior, interpretation, learner editing, actual checks and human/AI attribution. Preserved the search/access limits and existing authorization rules. Verified 13 local reference links; all eight process, four credit and six public-release checks passed.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000030, 0000031, 0000047, 0000023.
../AGENTS.md · ../scripts/public_site_AGENTS.md · ../README.md · README.md · reviews/mockups/welcoming-pathways/README.md · ../docs/CODE_REVIEW.md · ../docs/knowledge/code-review-digital-humanities/README.md · ../docs/knowledge/code-review-digital-humanities/REVIEW_WORKSHEET.md · credits/process_profile.json
Limit: Instruction/documentation integration only. Literature-informed project applications and the worksheet have not been tested with human learners. The private Git index was unavailable; both main branches were fetched and compared with a temporary-index workaround. The canonical knowledge base stays in the private source project; public agent guidance links to it with its access limitation. No public release is claimed.
Split the large public index into a small entry, seven editable view sources, separate browser modules/styles and saved-data files within a 180,000-byte review budget.
2026-11-08 · implemented and checked locally
Human direction: Ian G. Williams requested implementation after reviewing the proposal to reduce the public index size and improve human review and contribution through GitHub.
AI execution: OpenAI Codex (exact build not recorded) fetched both GitHub main branches, preserved earlier local work, wrote the modular splitter and checksum-verified loader, separated page view sources, retained an optional offline export, updated the explicit release allowlist and contributor documentation, and added complete-data/quotation equivalence, budget, integrity and script-order regression checks. Applied knowledge-base sources S03–S06, S08 and S17 as scoped review/reproducibility guidance. All 22 frontend Python, 28 frontend Node and six public-release checks passed, alongside saved-result and coverage verification. Browser checks covered search, reading, random discovery, evidence focus/return, charts and checksum-failure/retry recovery.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000028, 0000030, 0000031.
reviews/mockups/welcoming-pathways/build_modular.py · reviews/mockups/welcoming-pathways/loader.js · reviews/mockups/welcoming-pathways/views/about.html · reviews/mockups/welcoming-pathways/modular_methods.md · reviews/mockups/welcoming-pathways/modular_validation.json · reviews/mockups/welcoming-pathways/test_modular.py · ../scripts/public_release_manifest.json · ../scripts/test_public_release.py
Limit: Local implementation and agent-run verification. No new model fit, source/identity decision, changed population, production deployment, screen-reader session, human learner evaluation or performance benchmark. The initial modular phase loads all required data before enabling search; lazy per-view data loading remains future work. The optional offline HTML is generated locally and excluded from Git/public packaging. The private Git index was unavailable, so branch comparisons used a temporary index without replacing staging state.
Load larger saved word-analysis datasets on demand while retaining complete full-text search at startup.
2026-11-08 · implemented and checked locally
Human direction: Ian G. Williams endorsed the modular implementation and requested continued work.
AI execution: OpenAI Codex (exact build not recorded) selected wordViews, cloudCounts, hierarchies and yearExclusive for deferred loading. Implemented manifest v2, shared/cached requests with atomic field updates and retry, lazy word-view initialization, persistent status and keyboard focus handling. Applied feedback-and-status and keyboard-navigation guidance and the project’s literature-informed human-review principles. All 23 frontend Python and 31 frontend Node checks passed. Local browser checks covered full-text search during a checksum failure, successful keyboard retry, sunburst/network rendering, navigation during a deliberately delayed request, and the offline embedded-data path served locally. Measured 3,474,177 bytes of deferred JSON, about 46% of the prior initial JSON payload.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000028, 0000030, 0000031.
reviews/mockups/welcoming-pathways/loader.js · reviews/mockups/welcoming-pathways/analysis_ui.js · reviews/mockups/welcoming-pathways/build_modular.py · reviews/mockups/welcoming-pathways/test_loader.js · reviews/mockups/welcoming-pathways/test_modular.py · reviews/mockups/welcoming-pathways/deferred_validation.json · reviews/mockups/welcoming-pathways/modular_methods.md
Limit: Local implementation selected by the agent under Ian’s continuation request. Initial loading still includes complete article text, people records, topic profiles and quotations. Byte counts are uncompressed JSON sizes; timed performance and compressed network traffic were not benchmarked. No new model, corpus/identity decision, screen-reader session, human learner evaluation, direct file-mode check or production deployment is claimed.
Load People & methods records on demand with independent failure recovery and preserved review controls.
2026-11-08 · implemented and checked locally
Human direction: Ian G. Williams endorsed the preceding improvements and requested continued work.
AI execution: OpenAI Codex (exact build not recorded) selected peopleHistory for deferred loading, reused the atomic/cached group loader, and added persistent page status, keyboard retry and one-time initialization preserving writer filters and evidence return. Applied the project’s feedback-and-status and keyboard-navigation guidance. All 23 frontend Python and 32 frontend Node checks passed. Browser checks covered a corrupt people-data file with usable full-text search, successful keyboard retry, preserved 59/35/39/21 counts and 151 all-record writers, writer/cohort source reading and focus return, background completion without navigation, and the offline embedded-data path served locally. Measured another 766,981 bytes deferred, reducing welcome-page initial JSON to 3,307,889 bytes in 37 files.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000028, 0000030, 0000031.
reviews/mockups/welcoming-pathways/ui.js · reviews/mockups/welcoming-pathways/views/about.html · reviews/mockups/welcoming-pathways/build_modular.py · reviews/mockups/welcoming-pathways/test_loader.js · reviews/mockups/welcoming-pathways/test_modular.py · reviews/mockups/welcoming-pathways/people_loading_validation.json · reviews/mockups/welcoming-pathways/modular_methods.md
Limit: Agent-selected continuation implemented locally. People-page content waits for its group while its heading/global navigation remain available. Byte counts are uncompressed JSON sizes; load time and compressed traffic were not benchmarked. No new source/identity decision, model fit, corpus change, screen-reader session, human learner evaluation, direct file-mode check or production deployment is claimed.
Added the Digital Scholarship Lab location to the welcome-page Digital Fellows introduction.
2026-11-08 · implemented locally
Human direction: Ian G. Williams supplied the wording Based in the Digital Scholarship Lab at The Graduate Center, they in a browser comment.
AI execution: OpenAI Codex (exact build not recorded) incorporated the supplied location into the existing introduction and rebuilt the modular preview and offline export.
Contribution mapping and evidence
Documented human project roles (CRediT): Writing – review & editing.
Delegated task IDs (GAIDeT): 0000031.
reviews/mockups/welcoming-pathways/views/home.html
Limit: User-supplied institutional context for the welcome introduction. No appointment, cohort or historical authorship records changed. Local preview only.
Published the approved modular explorer, review guidance, People & methods reorganization and institutional wording revisions.
2026-11-08 · published and verified
Human direction: Ian G. Williams approved the accumulated preview revisions and requested implementation on the website. He supplied the full institutional name and Digital Scholarship Lab wording.
AI execution: OpenAI Codex (exact build not recorded) compared both GitHub main branches, prepared a clean private-source checkout because the shared checkout index was unavailable, preserved the older topic-map files as private historical evidence after clean-checkout checks exposed existing references to them, and prepared source/public release files with the same attributed changelogs. All 92 Python tests and 80 Node tests passed in the clean release checkout, with coverage and saved-result checks. Pushed source b73b2eb and website 172c34c; GitHub Pages run 42547152000 succeeded. Verified the public copy, 421 reading records, linked-data search, writer counts, word cloud, sunburst and author network. The initial HTTP upload failure was inspected and safely retried. The receipt records the verified functional release.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000019, 0000023, 0000025.
process/publication_2026-11-08.json · ../scripts/public_release_manifest.json · reviews/mockups/welcoming-pathways/modular_methods.md · reviews/mockups/welcoming-pathways/people_loading_validation.json · reviews/mockups/welcoming-pathways/views/home.html · reviews/mockups/welcoming-pathways/template.html
Limit: The preparation entry was updated after observing successful publication and live-browser checks. The receipt identifies the first functional release; a subsequent audit commit synchronizes this record. Earlier local-only entries describe their historical state. No human review of all code/data, screen-reader evaluation or new model fit is implied.
Organized historical ZIP exports under private archives and added a task-based project map with grouped VS Code configuration.
2026-11-09 · implemented locally
Human direction: Ian G. Williams requested a more navigable project folder for human reviewers. No learner evaluation is established. Ian approved incorporating the five incoming README edits and specified that his framing should describe a growing archive with 421 records at the supplied snapshot.
AI execution: OpenAI Codex (exact build not recorded) scanned both repositories, inspected five incoming public README commits, left those significant editorial changes untouched pending a decision, moved two local ZIP exports into archives/exports with byte-identical SHA-256 verification, retained root tool configuration and all code/evidence paths, added reviewer navigation documentation, and grouped related configuration files while hiding local dependency folders in the VS Code workspace. Applied saved knowledge-base S03–S05 as an orientation/understandability rationale. Validation completed: all 8 process tests and 4 credit tests passed; both ZIP hashes/sizes and new documentation links verified; workspace JSON parsed and its root path preserved. After approval, preserved the five remote commits by fast-forwarding the public checkout; carried their project/event framing and disclosure into canonical README sources, fixed obvious spelling/link formatting, qualified the snapshot count, and extracted the public introduction into scripts/templates/public_readme.md so packaging preserves it. All 7 release/shared-update script tests also passed, and the research credit/work-log pages rebuilt successfully.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000025, 0000030, 0000023, 0000017, 0000031.
../docs/PROJECT_MAP.md · ../docs/CODE_REVIEW.md · ../archives/README.md · ../archives/exports/inventory.json · ../Tagging-The-Tower.code-workspace · ../scripts/templates/public_readme.md
Limit: Local file organization and documentation only; no source records, computations, build paths, rights or public site changed. ZIP creation dates/input revisions remain unknown. Git author metadata does not establish how incoming README edits were produced. No novice-user or VS Code visual evaluation performed; original shared Git index previously unavailable. Incoming commits efadc94, b1f8a96, 88fcb29, 690fa76 and 0bd0719 record Ian Williams/perlsdiver as Git author; their production methods are unknown. Integration was explicitly approved in chat. No push or public deployment in this task.
Prepared the reviewer file organization and approved GitHub README integration for publication.
2026-11-09 · release prepared for authorized push
Human direction: Ian G. Williams requested pushing the completed local changes, after approving preservation of his remote README framing and snapshot count clarification.
AI execution: OpenAI Codex (exact build not recorded) compared both shared main branches, preserved the five public README commits, and used the existing clean source checkout because the original workspace Git index remains unavailable. Prepared the reviewed file organization, editable public README template and synchronized attributed changelogs for ordinary pushes. Historical ZIPs remain local and ignored; no archive contents are included in the public release.
Contribution mapping and evidence
Documented human project roles (CRediT): Project administration; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000025, 0000023.
../docs/PROJECT_MAP.md · ../scripts/templates/public_readme.md · ../scripts/prepare_public_site.py · ../archives/exports/inventory.json
Limit: This record describes release preparation; final push and deployment results are reported after observation. Remote Git metadata does not establish production methods. No website behavior, source records, fitted models, rights, visibility or archive bytes changed; no learner or assistive-technology evaluation.
Researched LDA and drafted a source-linked implementation plan extending the existing MALLET analysis.
2026-11-09 · research and plan documented; no model fitting
Human direction: Ian G. Williams requested research into LDA methodology and a plan for additional blog-post analysis. No approval of specific new model settings, population changes or execution is established.
AI execution: OpenAI Codex (exact build not recorded) checked both GitHub repositories for incoming changes, inspected eight primary publications/official documentation sources and the existing NLTK/MALLET recipe, corpus manifest and saved model-comparison tables, and drafted a bounded versioned experiment/evaluation plan. Distinguished the existing LDA fits from proposed work, audited 421 reading records versus 299 modeled records and exclusion reasons, and recommended cross-seed/preprocessing sensitivity, source-linked review and shared-model academic-year summaries. No new model was fit; research files and attribution records were updated. Applied existing code-review/DH knowledge-base S06–S11 as reproducibility/interpretation guidance. All 8 process tests and 4 credit tests passed; documented baseline counts/exclusion totals and local research-document links were checked.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000030, 0000032, 0000044, 0000046, 0000047.
../docs/research/lda/PLAN.md · ../docs/research/lda/SOURCES.md · nlp/corpus_manifest.csv · nlp/model_comparison.csv · nlp/nlp_audit.json · nlp_settings.py
Limit: Targeted English-language search and selected PDF sections, not a systematic review or replication. Abstract/model/diagnostic evidence is separated from proposed project adaptations. No human scholarly validation, new fit, dependency installation, source-population change, frontend work or publication. Existing model scientific validity and historical author accuracy were not independently re-established.
Ran an isolated 30-fit LDA pilot with seed, cleaning and iteration comparisons, attributed evidence cards and readable figures.
2026-11-09 · completed locally; public models unchanged
Human direction: Ian G. Williams authorized execution of the previously documented LDA pilot by requesting run it. Human model labeling, numerical execution, comprehensive source reading and public replacement approval are not established.
AI execution: OpenAI Codex (exact build not recorded) wrote annotated experiment/summary modules, checked both GitHub main branches, and ran 20 fresh baseline fits (K=4/6/8/10/12; four seeds), 8 K=8 cleaning variants and 2 K=8 longer runs using local NLTK/MALLET. Verified normalization reconstruction for 299 posts, all mixture IDs and normalized weights, unchanged 667 baseline files, and byte-identical reproduction of 15 saved output files from five earlier configurations. Prepared seed/cleaning/year tables, 4 PNG/SVG figure pairs, source-linked candidate cards with reviewed name grouping/evidence tiers, provenance and a qualified findings memo. Training time was about 170 seconds excluding preparation/reporting. Applied alt-text-design and colour-independence guidance through descriptive alternatives, text/CSV equivalents, distinct line marks and annotated heatmap cells. Four targeted regression tests passed; all 8 process tests and 4 credit tests passed, and the existing saved-result verification passed. Added a VS Code check task and excluded frozen executed-code snapshots from source formatting. Four plots were visually inspected for labels/cutoff, with CSV/text equivalents; no assistive-technology test was performed. Six accessibility installation/provenance tests also passed (not a website accessibility test), for 22 relevant tests total. Final recheck confirmed all 667 baseline hashes unchanged. Source and report links and formatting checks passed.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000028, 0000030, 0000044, 0000046, 0000047.
nlp_experiments/README.md · nlp_experiments/run_lda_pilot.py · nlp_experiments/summarize_lda_pilot.py · nlp_experiments/lda_v2/REPORT.md · nlp_experiments/lda_v2/FINDINGS.md · nlp_experiments/lda_v2/validation.json · nlp_experiments/lda_v2/provenance.json · nlp_experiments/lda_v2/summary_provenance.json · nlp_experiments/lda_v2/baseline_reproduction.csv
Limit: NLTK prepares tokens and MALLET performs sampling; numeric outputs are software calculations, while code/selection/reporting were AI-assisted. Same 299 published post IDs; no drafts or new population. In-sample metrics and forced alignment are not historical truth or confidence intervals. No held-out evaluation, human model review, independent accessibility/learner test or model promotion. Original workspace Git index unavailable; executed-code snapshots/hashes record uncommitted recipes. No push/public deployment; raw experiments remain outside public allowlist.
Built a local interactive comparison of saved LDA cleaning recipes with matched words and credited article evidence.
2026-11-09 · implemented locally; public release unchanged
Human direction: Ian G. Williams requested an explanation of the cleaning comparison, then authorized proceeding with the proposed local interactive demo. No public integration, new fit or comprehensive human evaluation was requested.
AI execution: OpenAI Codex (exact build not recorded) checked both GitHub main branches, read relevant inclusive-design and Design Slop guidance, built a reviewable data/template/style/UI demo from the completed pilot, chained topic matching across seeds/recipes, showed exact project stopwords, and preserved credit evidence tiers and literal excerpts. Added an optional standalone export, JSON download, source links, text differences, native keyboard controls and loading/error states. Browser checks observed topic/seed/count selection, keyboard excerpt opening, narrow layout, served standalone export and successful JSON download. No model was fitted. Applied code-review knowledge-base S04–S05 and S08 as purpose/data-flow and manageable-source guidance; no learner effectiveness claim. Validation completed: 5 demo-data tests, 2 Node overlap regressions, 8 process tests, 4 credit tests and 6 accessibility installation/provenance tests passed (25 total). The initial process check detected an unregenerated changelog; regeneration and rerun passed. Source formatting checks passed. Browser protocol restrictions left direct file mode untested; the loaded served standalone page remains playable without further data requests.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000025, 0000030, 0000046.
demos/cleaning_comparison/README.md · demos/cleaning_comparison/build_demo.py · demos/cleaning_comparison/template.html · demos/cleaning_comparison/app.js · demos/cleaning_comparison/build_receipt.json · demos/cleaning_comparison/test_demo.py · demos/cleaning_comparison/test_overlap.js
Limit: Read-only reuse of saved eight-topic fits for 299 published posts; controls do not refit NLTK/MALLET. Forced matching is not semantic equivalence. Leading-word counts and top-five examples are truncated rankings; uncertainty remains. Exact stoplists confirm community is not removed. Used plain-language-design, keyboard-navigation, colour-independence and Design Slop guidance; no conformance claim. Direct file navigation was blocked by browser protocol policy; standalone data embedding verified and tested via local HTTP. No induced failure, screen-reader, participant/all-viewport evaluation, push or public deployment.
Added an educational explanation of LDA, cleaning steps and comparison interpretation to the local demo.
2026-11-09 · implemented locally; no model or public-site change
Human direction: Ian G. Williams asked for clearer viewer-facing explanation of the analysis and process, emphasizing that the project is an educational tool.
AI execution: OpenAI Codex (exact build not recorded) checked shared main branches, consulted contextual-help-design and readable-content guidance alongside the existing plain-language/Design Slop approach, and revised source copy/layout to explain topic mixtures, stopwords, seeds, NLTK preparation, MALLET fitting/matching and source reading. Added a concrete T0/seed-42 comparison, an explicitly illustrative mixture-weight example, scope denominators and inline metric/ranking guidance, then rebuilt modular and standalone HTML. Browser checks on local HTTP observed the educational headings, working topic selection and keyboard opening of the detailed explanation. Applied existing knowledge-base S08 as explained-computation guidance; proposed teaching usefulness is untested. All 25 relevant checks passed: 5 demo-data, 2 Node overlap, 8 process, 4 credit and 6 accessibility installation/provenance tests. Source formatting passed; installation checks do not assess reader comprehension or accessibility conformance.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Writing – review & editing.
Delegated task IDs (GAIDeT): 0000030, 0000031, 0000017, 0000023.
demos/cleaning_comparison/template.html · demos/cleaning_comparison/styles.css · demos/cleaning_comparison/app.js · demos/cleaning_comparison/README.md · demos/cleaning_comparison/build_receipt.json
Limit: Copy/layout revision reuses identical saved topic-model inputs; no training, new topic interpretation, population change, push or public deployment. Five demo-data tests and two overlap regressions passed. Direct-file browser navigation remains untested because of the tool protocol restriction; served standalone copy was checked. No novice participant, comprehension, independent scholarly or screen-reader evaluation; illustrative percentages are explicitly not measured results.
Reviewed placement, scope, evidence and accessibility requirements for integrating the cleaning comparison into Text patterns.
2026-11-09 · review completed; recommendations only
Human direction: Ian G. Williams requested reviewing the proposed main-site integration. The preceding recommendation explicitly deferred implementation; no integration or publication approval is inferred.
AI execution: OpenAI Codex (exact build not recorded) scanned both GitHub main branches, inspected the current analysis/about markup, analysis/route controllers, modular methods and local demo source/data, then documented three major integration concerns and two moderate issues with evidence, proposed fixes and release checks. Recommended an expandable section after the topic chart, explicit independent corpus scope, scoped/lazy-loaded component architecture, main-reader context/rights/return handling and simplified public labels. Readable-content, contextual-help, information-density, heading-structure, keyboard and Design Slop guidance informed recommendations; existing knowledge-base S03–S05 and S09–S11 supported context and interpretive boundaries. No code, models or live page changed. Review-record validation passed: all 8 process tests and 4 credit tests. These checks verify attribution/document structure, not the proposed interface.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000044, 0000046, 0000047, 0000030.
reviews/cleaning_integration/REVIEW.md · reviews/cleaning_integration/review_scope.json
Limit: AI source/data review, not human usability evaluation or current live-site browser check. Existing browser observations are explicitly historical. No independent authorship re-audit, participant/AT testing, new fit, integration, push or deployment. Layout/wording recommendations remain proposed; review does not authorize public changes.
Built an isolated main-site cleaning comparison with shared topic selection, explicit corpus scope and reader return.
2026-11-09 · implemented and verified locally; not promoted
Human direction: Ian G. Williams authorized proceeding with the reviewed integrated local preview and requested resuming its implementation. This does not establish approval of public promotion or complete human validation.
AI execution: OpenAI Codex (exact build not recorded) checked both GitHub main branches, built scoped component source and a fresh-directory preview builder, and extended the existing modular builder with optional destination/script/deferred-group parameters while preserving default output bytes. Connected main-topic selection, canonical article/credit/rights records, state/focus return, People and methods cross-link, progressive research settings, inherited design eras and narrow recipe selection. Reused the checked atomic loader for a deferred comparison field. Browser checks observed filter-scope separation, reader/rights/focus return, link, seed/topic controls, 2012 styling and 636px/1200px layouts without horizontal overflow. An induced checksum mismatch left 421-post browsing available and recovered on retry after exact bytes were restored. No model was trained and the public allowlist/active frontend were not replaced. All 41 relevant tests passed: 10 demo/integration Python, 5 existing modular Python, 4 comparison Node, 4 loader Node, 8 process, 4 credit and 6 accessibility installation/provenance checks. Black/Prettier checks passed; VS Code task, formatter inputs and code map were updated. The final isolated preview preserves all reading text/credits/rights and existing data recipes. Original shared Git index remains unavailable, so the healthy checkout was used for remote comparison and file fingerprints record local source evidence.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Project administration.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000025, 0000030, 0000046.
demos/cleaning_comparison/integration_methods.md · demos/cleaning_comparison/integration_validation.json · demos/cleaning_comparison/build_integrated_preview.py · demos/cleaning_comparison/integrated_panel.html · demos/cleaning_comparison/integrated_ui.js · demos/cleaning_comparison/integrated_styles.css · demos/cleaning_comparison/test_integration.py · reviews/mockups/welcoming-pathways/build_modular.py
Limit: Local preview only, based on the hash-recorded existing main offline build; default builder and reading data were byte-compared. New component source is not a public promotion. Saved 299-post eight-topic fits, identities, cohorts and primary interpretation remain unchanged. Applied contextual-help/readable-content, density, headings, keyboard and Design Slop guidance; knowledge-base S04–S05/S08 informed explained source and evidence flow. No participant/AT evaluation, comprehensive zoom/contrast testing, independent scientific validation, push or deployment.
Developed a code-linked methods knowledge base on data cleaning, digital humanities, critical data studies and design justice.
2026-11-09 · research and knowledge base completed locally
Human direction: Ian G. Williams requested research into additional methods already used in the project, including cleaning, and a working knowledge base attentive to digital humanities, critical data studies and design justice principles.
AI execution: OpenAI Codex (exact build not recorded) checked both GitHub main branches, inspected the relevant local code/ledgers, searched primary publisher/author/community sources and official technical documentation, and prepared 17 annotated entries with structured metadata and generated BibTeX. Wrote a method inventory, synthesis, project-specific design-justice discussion guide, reviewer worksheet and search/access record. Distinguished current post-share gaps, smoothed token-rate ratios, dictionary signals, topic models and selected interpretation; treated TF-IDF as a proposed comparator rather than an existing operation. Flagged older documentation-count drift without rewriting history. Preserved limited-access/edition/rights notes, including abstract-only Caswell/Cifor, record-only Vancouver, historical Santa Barbara and unmodified Design Justice Network principles. Added a small annotated metadata/notes/BibTeX generator and consistency checks, plus navigation links to the new reference. No new analytical fit, source-data change, public UI or governance process was implemented. Validation passed: 4 knowledge-base consistency/evidence tests, 8 process tests and 4 credit tests (16 total), generated-note/BibTeX checks, navigation/local-evidence links and Black formatting. Readable-content guidance informed task-based reading routes and chunked explanations; no reading-grade or learner comprehension claim was assessed.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000025, 0000030, 0000032, 0000044, 0000046, 0000047, 0000023.
../docs/knowledge/critical-methods/README.md · ../docs/knowledge/critical-methods/METHODS_MAP.md · ../docs/knowledge/critical-methods/ANNOTATED_SOURCES.md · ../docs/knowledge/critical-methods/DESIGN_JUSTICE.md · ../docs/knowledge/critical-methods/REVIEW_WORKSHEET.md · ../docs/knowledge/critical-methods/SEARCH_METHODS.md · ../docs/knowledge/critical-methods/sources.json · ../docs/knowledge/critical-methods/references.bib · ../docs/knowledge/critical-methods/test_knowledge.py
Limit: Targeted English-language research and selected sections, not a systematic review, full-book reading, replication, independent scholarly approval or community consultation. Two annotated entries have explicitly limited full-text access. Source/license metadata is not broad permission; frameworks are not certifications or automatic methodological mandates. Author scholars/community source authors retain publication credit, not automatic project contribution roles. No demographic inference, recruitment, source identity/cohort change, new model fit, AGENTS policy change, push or deployment.
Reassessed website narrative, analysis and interface through the critical-methods knowledge base and raised decisions for Ian.
2026-11-09 · review completed; recommendations not implemented
Human direction: Ian G. Williams requested reassessment, questions for consideration and proposed improvements; no approval or independent human validation of findings is recorded.
AI execution: OpenAI Codex (exact build not recorded) checked shared remote comparisons, inspected saved corpus/quote rules and route sources, observed live home and interpretation disclosures, and wrote a prioritized review with proposed changes and decision questions. Distinguished illustrative value from prevalence, data coverage from program activity, credit from appointment, and correction contact from shared interpretive authority. No frontend or model changes were implemented. Attribution structure checks passed: 8 process and 4 credit tests; the README and full changelog were regenerated.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000044, 0000046, 0000047, 0000030.
reviews/critical_methods_reassessment_2026-11-09/README.md · reviews/mockups/welcoming-pathways/build_quotes.py · nlp/corpus_manifest.csv · ../docs/knowledge/critical-methods/README.md
Limit: Source/browser review, not participant research, screen-reader assessment, complete accessibility audit or independent scientific validation. Local cleaning integration is newer than live release. Original workspace Git index unavailable; healthy checkout used for remote scan. No publication, refit, author/roster changes or governance adoption.
Implemented clearer corpus coverage, situated interpretation, quote eligibility, chart guidance and feedback explanations, with a six-case saved-text cleaning audit.
2026-11-09 · implemented and checked locally; not published
Human direction: Ian G. Williams requested implementation of the preceding review proposals; supplied priorities and authorized revision. No independent human review of the resulting code, audit or interpretation is recorded.
AI execution: OpenAI Codex (exact build not recorded) scanned both repositories through the healthy checkout, revised editable frontend sources and rebuilt modular/offline outputs and an isolated cleaning-comparison preview. Added filtered-versus-full coverage calculations and a regression check, theme selection/counterquestions, article eligibility labels, chart questions/units/example, network evidence limits and separate factual/interpretive feedback links. Inspected six purposively selected saved readable/cleaned texts without rerunning NLTK or MALLET, recorded exact hashes and literal counts, and explained limited findings. Browser checks found and corrected narrow-screen table overflow. Verified all shared saved-data fields against the previous preview after manifest-order reconstruction. Validation: 9 Node analysis, 5 modular Python and 10 cleaning/integration Python tests passed; 8 process and 4 credit structure checks passed. Updated the code guide, implementation record and generated changelogs.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Methodology.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000025, 0000030, 0000031, 0000046.
reviews/critical_methods_reassessment_2026-11-09/IMPLEMENTATION.md · reviews/critical_methods_reassessment_2026-11-09/implementation_validation.json · reviews/critical_methods_reassessment_2026-11-09/audit_cleaning.py · reviews/critical_methods_reassessment_2026-11-09/cleaning_audit.json · reviews/mockups/welcoming-pathways/views/home.html · reviews/mockups/welcoming-pathways/views/wisdom.html · reviews/mockups/welcoming-pathways/views/analysis.html · reviews/mockups/welcoming-pathways/views/about.html · reviews/mockups/welcoming-pathways/analysis_core.js · reviews/mockups/welcoming-pathways/analysis_ui.js · reviews/mockups/welcoming-pathways/ui.js · reviews/mockups/welcoming-pathways/styles.css · reviews/mockups/welcoming-pathways/test_analysis.js · reviews/mockups/welcoming-pathways/modular_methods.md
Limit: Local implementation, not publication or public promotion of the isolated cleaning demo. Six cases are purposive, literal counts do not reproduce all NLP stages, and no language/tagging validity or preferred stop list is established. No participant/screen-reader evaluation, recruitment, community governance adoption, source-credit/cohort changes or new model fit. Original workspace index remains unavailable; no unrelated local changes discarded. Applied K01/K02/K04–K06/K09–K13 and plain-language/information-density guidance; no measured reading level or conformance claim.
Reviewed authorship network definitions, projections, uncertainty, controls and source-reading routes through the critical-methods knowledge base.
2026-11-09 · review completed; recommendations not implemented
Human direction: Ian G. Williams requested a network-subpage review and suggested improvements based on the knowledge base; no implementation approval or independent human validation is inferred.
AI execution: OpenAI Codex (exact build not recorded) checked both GitHub main branches, inspected current local network markup/calculations/interactions and aggregated saved credit metadata. Documented four multi-credit posts generating all 72 pairs (55 from one 11-name article), evidence-filter populations, default truncation/automatic focus, repeated controls and source-route accessibility risks. Proposed a post-centered shared-writing view, explicit mixed-evidence counts, task-based entry, simpler controls and consistent evidence/return paths. Source-level interaction findings are not a new browser, participant or screen-reader test. Validation: 8 process and 4 credit structure checks passed; saved metadata assertions confirmed all 72 pairs have one supporting post.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000044, 0000046, 0000047, 0000030.
reviews/authorship_networks_2026-11-09/README.md · reviews/authorship_networks_2026-11-09/evidence.json · reviews/mockups/welcoming-pathways/analysis_core.js · reviews/mockups/welcoming-pathways/analysis_ui.js
Limit: Review only. Local sources are newer than public main. Recorded co-credit is not collaboration, confirmed human identity, appointment or productivity; account-only status does not prove an attribution false. No network redesign, model fit, source-credit edit, participant/AT evaluation, recruitment, push or publication. Original workspace Git index unavailable; healthy checkout used for remote scan. Applied K04/K05/K10–K12 and alt-text/colour-independence/keyboard guidance without conformance claims.
Added the approved question-led network entry and article-centered shared-writing paths while preserving existing network modes.
2026-11-09 · implemented and checked locally; not published
Human direction: Ian G. Williams explicitly approved shared-writing through articles and a question-led entry after reviewing the network recommendations; no independent human validation of implementation or all credit records is inferred.
AI execution: OpenAI Codex (exact build not recorded) checked both remote main branches, added sharedWriting aggregation over already filtered saved posts, built three native task-entry routes and responsive name–article–name cards, preserved evidence toggles/year graph/matrix/optional pair view, and reused the source/reader with return-focus support. Hid duplicate text-analysis controls on the network tab, documented retained filters/reset and the eleven-name-to-55-pair transformation. Browser testing caught a missing render target, corrected and rechecked in the source template. Saved-data comparison preserved all shared evidence fields from the preceding delivery. Passed 11 analysis Node, 5 modular Python, 10 cleaning/integration Python, 8 process and 4 credit tests (38 total). Formatting and syntax checks passed; updated code guide and generated attributed records.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Methodology.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000030, 0000031, 0000046.
reviews/authorship_networks_2026-11-09/IMPLEMENTATION.md · reviews/authorship_networks_2026-11-09/implementation_validation.json · reviews/mockups/welcoming-pathways/analysis_core.js · reviews/mockups/welcoming-pathways/analysis_ui.js · reviews/mockups/welcoming-pathways/views/analysis.html · reviews/mockups/welcoming-pathways/styles.css · reviews/mockups/welcoming-pathways/test_analysis.js · reviews/mockups/welcoming-pathways/modular_methods.md
Limit: Local implementation and isolated updated preview, no commit/push/deployment or release-manifest expansion. No changed source credits, identities, cohorts, corpus membership or model weights. Other recommendations remain proposals. Browser checked focus return, source reading, empty scope, task routes, optional pairs and 636px reflow; no full keyboard, screen-reader or participant evaluation, scholarly approval or learner-comprehension claim. K04/K10 and wayfinding/heading/keyboard/plain-language/density guidance informed implementation. Original workspace index unavailable; no unrelated local edits discarded.
Integrated two newly supplied published posts, preserved the earlier snapshot, reran cleaning and models, and rebuilt article accounting, analyses and visualization populations.
2026-11-09 · completed and checked locally; prepared release, not published
Human direction: Ian G. Williams supplied the November 9 WordPress export, identified two recent posts and requested cleaning, addition to the corpus and updated analyses/counts. This is source provision and task direction, not independent human processing or validation.
AI execution: OpenAI Codex (exact build not recorded) scanned both repositories, preserved the complete pre-refresh analysis tree and hashes, merged the supplement without changing original article records, separated two articles from 35 attachments, retained author-taxonomy versus account/photography evidence, and reused a documented roster spelling resolution. Ran NLTK with existing settings and five main MALLET fits plus a separately versioned 30-fit pilot. Logged three existing byline/bio cleaning changes removing ten tokens, topic-ID alignment and provisional labels, refreshed 21 source-linked interpretive examples, rebuilt lexical/topic/year/credit/cohort/rights/word and topic-map outputs and current count labels. Reapplying the existing quote rule exposed previously recovered bylines: all 872 old candidates and 30 selected excerpts remain intact, while the mechanical pool grows to 1631 sentences/90 articles. Added only three explicit generated public-data shards; raw source/archive/model files remain excluded. Browser checks verified both new credits/readers, 423/301 counts and refreshed cleaning/word/sunburst displays. Validation passed: 115 targeted checks (35 frontend Node, 4 cleaning Node, 23 frontend Python, 4 coverage, 7 membership, 4 identity, 2 rights, 8 process, 4 credits, 6 accessibility provenance, 4 LDA pilot, 10 cleaning/integration and 4 knowledge-base). Historical count assertions were updated to new known totals after their initial failures; independent source/record comparisons were retained. Additive preservation and the original historical 43-file audit both passed. Black/Prettier applied; the reviewed packager prepared a local release with synchronized README/CHANGELOG.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Resources.
Delegated task IDs (GAIDeT): 0000017, 0000024, 0000025, 0000026, 0000027, 0000028, 0000023, 0000030, 0000031, 0000046.
refresh/2026-11-09/README.md · refresh/2026-11-09/receipt.json · refresh/2026-11-09/cleaning_changes.json · refresh/2026-11-09/topic_alignment.json · refresh/2026-11-09/quote_pool_lineage.json · refresh/2026-11-09/verification.json · refresh/verify_20261109.py · source_snapshot.json · nlp/nlp_audit.json · nlp_experiments/lda_v3_20261109/validation.json · identity/review.json · attribution_revision/taxonomy_names.json · ../scripts/public_release_manifest.json · refresh/2026-11-09/validation.json · refresh/2026-11-09/test_results.json
Limit: Local integration, not a GitHub push or public deployment. 423 published/327 local/301 modeled posts; drafts and attachments excluded. Original 430 private metadata records retained unchanged, including nine draft metadata records outside public/model projections. Three historical token files change by documented byline cleanup; new fitted results are not directly comparable by raw topic ID. Provisional labels and selected interpretations are AI-assisted, not independent human coding or endorsement. Photography credits do not establish article authorship; preferred spelling confirmation is not recorded. No participant/full keyboard/screen-reader evaluation. Original workspace index remains unavailable; unrelated local contributions preserved.
Replaced the homepage lead with Ian’s supplied sentence about doctoral student contributions.
2026-11-09 · implemented locally; not published
Human direction: Ian G. Williams supplied the exact replacement sentence in a browser comment: “Learn from over 14 years of doctoral student contributions.”
AI execution: OpenAI Codex (exact build not recorded) scanned both repositories, applied the supplied wording to the editable home template, updated the scoped human writing credit and rebuilt the frontend/local integrated preview. The change follows plain-language guidance without altering research data. Process/credit structure checks and browser verification are recorded with this change. Eight process and four credit checks passed. Browser reload at the reused address reported a script-loading error despite correct on-disk integrity hashes; the same build loaded successfully on fresh local origin port8915, where the exact supplied sentence was observed and captured. Preview remains running; no data/model changes.
Contribution mapping and evidence
Documented human project roles (CRediT): Writing – original draft.
Delegated task IDs (GAIDeT): 0000017, 0000023.
reviews/mockups/welcoming-pathways/views/home.html · credits/process_profile.json
Limit: Exact human-supplied copy; this task does not independently establish the duration claim, doctoral status of every source writer, learner understanding or endorsement. Corpus, attribution decisions, counts and model results unchanged. No push or deployment.
Extracted an exact-color reference palette from the supplied NYC PIT Pop Up flyer, with swatches, reusable CSS tokens and contrast guidance.
2026-11-09 · reference created; not applied to website
Human direction: Ian G. Williams supplied the flyer PNG and requested a color palette to reference in future website revisions. This is source provision and direction, not an established claim of artistic authorship or approval of suggested roles.
AI execution: OpenAI Codex (exact build not recorded) scanned both repositories, counted exact RGB pixels at original 2121×3000 resolution, selected eleven source colors, recorded the input hash and frequencies, computed 144 foreground/background pairings, and created a labeled PNG/SVG reference, JSON provenance, optional CSS tokens and human-readable guidance. Confirmed the forest-ink value matches the existing dark surface. Checked official W3C contrast and color-use explanations, inspected the rendered swatch sheet and added navigation links. All palette values are exact source pixels; suggested roles are editorial proposals. Source image and live styles remain unchanged. Extraction assertions and black/white contrast sanity checks passed; the final generator ran successfully, 8 process and 4 credit tests passed, and Black formatting was applied. The swatch PNG was visually inspected for readable labels and complete layout.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Resources.
Delegated task IDs (GAIDeT): 0000017, 0000026, 0000027, 0000023, 0000030, 0000046.
design/palettes/nyc-pit-2026/README.md · design/palettes/nyc-pit-2026/palette.json · design/palettes/nyc-pit-2026/palette.png · design/palettes/nyc-pit-2026/palette.svg · design/palettes/nyc-pit-2026/palette.css · design/palettes/nyc-pit-2026/contrast.csv · design/palettes/nyc-pit-2026/build_palette.py
Limit: Reference only: not imported by the frontend, assigned to model categories or added to the public allowlist. Assumes sRGB; no calibrated display/print check, color-vision simulation, participant evaluation or whole-site accessibility assessment. White is only a comparison color, not sampled. Flyer creator/license not established from image; original artwork not copied or relicensed. No data/model/attribution changes, push or deployment.
Built an in-page typography comparison using Pixelify Sans headings, Atkinson Hyperlegible Next reading text and optional flyer heading accents.
2026-11-09 · isolated demo built and checked; not promoted
Human direction: Ian G. Williams requested a demo version of the recommended font pairing in the page; no production promotion, independent readability validation or universal font preference is inferred.
AI execution: OpenAI Codex (exact build not recorded) scanned both repositories, checked official font metadata/licenses, downloaded three unmodified variable TTFs and OFL notices from pinned upstream revisions, and built a separate preview layer with native independent checkboxes and a current-design reset. Added scoped font/accent CSS, local font loading status, preference overrides, credits and an integrity-preserving copy builder. Python TLS verification failed initially; system curl succeeded with verification enabled. Corrected a hidden-root insertion assumption and CSS cascade order during isolated iterations. Browser checks confirmed loaded faces/computed fonts, reset behavior, reader credit preservation, Atkinson SVG network labels and no horizontal overflow at 375px/1200px; viewport restored. Original web assets/data/scripts remained byte-identical; fonts fit the existing per-file budget. Final checks passed: eight process tests, four credit tests, Black for both Python modules and Prettier for CSS/JS/HTML. A second GitHub scan found no incoming commits in either repository before documentation packaging.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000027, 0000023, 0000030, 0000046.
demos/flyer_typography/README.md · demos/flyer_typography/build_demo.py · demos/flyer_typography/fetch_fonts.py · demos/flyer_typography/demo.css · demos/flyer_typography/demo.js · demos/flyer_typography/controls.html · demos/flyer_typography/fonts/manifest.json
Limit: Local demo only, not an active frontend or public allowlist change. Font files retain SIL OFL 1.1, not project MIT; upstream designers are not automatically website contributors or endorsers. No source credit, model or research-filter changes, system-font installation, push or deployment. Light-mode/high-contrast behavior inspected in source, not fully browser-tested; no complete keyboard, screen-reader, participant or learner evaluation. Font choice alone is not accessibility certification.
Promoted the approved flyer typography to the active default appearance, with preserved historical styles and local font licenses.
2026-11-09 · implemented and locally checked; not pushed or deployed
Human direction: Ian G. Williams approved the demonstrated pairing and requested implementation in the site. No independent accessibility or learner validation is inferred.
AI execution: OpenAI Codex (exact build not recorded) checked both GitHub repositories twice with no incoming commits, added a focused readable typography stylesheet, copied pinned unmodified fonts and notices with hash verification, updated the explicit release allowlist, embedded fonts in the optional offline export and added typeface credits. Corrected three existing refreshed-data release destinations and a relative evidence link exposed by packaging checks; updated the stale release-test population assertion to the already-approved 423 records. Passed 23 frontend Python tests, 35 JavaScript tests and six release tests after the path fixes. Browser confirmed default Atkinson/Pixelify families and orchid color, complete archive startup at 423 records, no horizontal overflow at the observed 674px viewport, 2012 font restoration and default reset. Used flexible-typography guidance for relative sizing, fallback fonts and preference overrides; no universal readability claim. Eight process and four credit tests also passed; final release was prepared with synchronized short/full changelogs. Final pre-packaging scan again found no incoming GitHub commits.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization.
Delegated task IDs (GAIDeT): 0000017, 0000023, 0000030, 0000046.
reviews/mockups/welcoming-pathways/typography.css · reviews/mockups/welcoming-pathways/fonts/manifest.json · reviews/mockups/welcoming-pathways/build_modular.py · reviews/mockups/welcoming-pathways/build_prototype.py · reviews/mockups/welcoming-pathways/modular_methods.md · reviews/mockups/welcoming-pathways/views/about.html · ../scripts/public_release_manifest.json · ../scripts/test_public_release.py · identity/build_review.py
Limit: Active default 2026 treatment applies across internal routes; other selected historical years retain prior typography. Original data, author decisions and fitted models were not changed. Font rights remain SIL OFL, separate from MIT. No complete keyboard/screen-reader, light-mode, high-contrast or participant evaluation in this promotion. Local implementation and release preparation only; no GitHub push or deployment.
Publish the approved flyer typography and accumulated current corpus/interface revisions to the private source and public website repositories.
2026-11-09 · published to both repositories; public Pages deployment verified
Human direction: Ian G. Williams approved the integrated appearance and explicitly requested the push; earlier requests authorized the corpus refresh and interface/analysis revisions preserved in the preceding task records.
AI execution: OpenAI Codex (exact build not recorded) scanned both repositories, found no incoming commits, used the existing healthy private checkout because the workspace Git index remained unreadable, preserved Git history and synchronized current project files without deleting or resetting shared files. Prepared an explicit-allowlist public release; publication outcomes and checks will be recorded after execution. Public commit 883417842f52ae9e070364eee59ade3c4d05c2ed pushed successfully; GitHub Pages run 42727977047 completed successfully and the live CSS contains both approved families and orchid accents. Coverage verification and revision verification passed, including the 423-record refresh and 35 model fits; eight process and four credit tests passed. Private source commit 1e20eedafd6174f953e9dce5f832bfe0d7f09ba8 initially failed with HTTP 400; fetch confirmed no incoming commit and an ordinary retry used a larger HTTP upload buffer. Generated CSV/SVG whitespace diagnostics were retained without changing frozen evidence bytes. The buffered private push succeeded, advancing GitHub main from 0cfae338 to 1e20eed; no force push, reset or history rewrite was used. This outcome entry and synchronized changelogs accompany a documentation-only follow-up.
Contribution mapping and evidence
Documented human project roles (CRediT): Conceptualization; Supervision.
Delegated task IDs (GAIDeT): 0000025, 0000023, 0000028.
../scripts/public_release_manifest.json · ../scripts/check_shared_updates.py · ../scripts/prepare_public_site.py · reviews/mockups/welcoming-pathways/build_audit.json · process/releases/2026-11-09-flyer.json
Limit: Git author metadata is recorded attribution, not proof of manual authorship. This publication does not establish complete source authorship accuracy, human usability approval or accessibility conformance. Original fonts and article rights remain separate; raw exports, archives and fitted model binaries remain outside the public allowlist.
Remaining decisions and work
- Assign licenses for new code and analysis — Resolved 2026-11-03: Ian selected MIT; source works retain separate rights.
- Verify institutional relationship, historical editorial policy and missing appointment records — requires stakeholder evidence
- Real participant usability testing and contributor review — planned; no participants recruited or contacted
- Full field-by-field data-dictionary annotation and all-chart PNG exports — schema index available; remaining documentation/export work tracked
- Event/kiosk mode, idle reset and public URL/QR sharing — deferred by research/examination priority
- Public hosting — Public GitHub Pages initial build succeeded, with Ian’s authorization; source repository remains private.
- Direct file-mode and narrow-screen browser verification — not verified with the current browser tool; see validation limits
Machine-readable work log · Release checks · Revised plan and decisions · Correction template and contact
