docs: AI pipeline hardening plan + rename giteaService -> githubService #1

2026-05-20T10:07:42Z

rve commented

2026-05-20 10:07:42 +00:00

Summary

Adds AI_PIPELINE_HARDENING_PLAN.md -- a phased, self-contained plan an AI agent can execute end-to-end to harden the Anthropic integration. Six phases: central LLM client + robust parsing -> prompt caching & tool-based structured outputs -> extraction quality (overlap chunking, stateful IDs, adaptive throttle, unified relation vocab) -> quiz quality (Fisher-Yates, debiased correctIndex, difficulty field, dedup) -> R42 retrieval & telemetry (TF-IDF, lookup_topic tool, llm_calls collection) -> eval harness.
Renames src/lib/giteaService.js -> src/lib/githubService.js. The module actually calls api.github.com / raw.githubusercontent.com; the previous name was misleading. Updates the single import site in src/components/admin/KnowledgeGraph.jsx. No behaviour change.

Test plan

npm run lint clean
npm run build succeeds
Admin > Knowledge Graph > Sync Handbook still pulls files from respellion/employee-handbook on GitHub
Plan doc renders correctly on the Gitea repo browser

Generated with Claude Code.

## Summary - Adds `AI_PIPELINE_HARDENING_PLAN.md` -- a phased, self-contained plan an AI agent can execute end-to-end to harden the Anthropic integration. Six phases: central LLM client + robust parsing -> prompt caching & tool-based structured outputs -> extraction quality (overlap chunking, stateful IDs, adaptive throttle, unified relation vocab) -> quiz quality (Fisher-Yates, debiased correctIndex, difficulty field, dedup) -> R42 retrieval & telemetry (TF-IDF, `lookup_topic` tool, `llm_calls` collection) -> eval harness. - Renames `src/lib/giteaService.js` -> `src/lib/githubService.js`. The module actually calls `api.github.com` / `raw.githubusercontent.com`; the previous name was misleading. Updates the single import site in `src/components/admin/KnowledgeGraph.jsx`. No behaviour change. ## Test plan - [ ] `npm run lint` clean - [ ] `npm run build` succeeds - [ ] Admin > Knowledge Graph > Sync Handbook still pulls files from `respellion/employee-handbook` on GitHub - [ ] Plan doc renders correctly on the Gitea repo browser Generated with Claude Code.

rve added 1 commit 2026-05-20 10:07:43 +00:00

docs: add AI pipeline hardening plan; rename giteaService to githubService

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db5bb854c3

Adds AI_PIPELINE_HARDENING_PLAN.md — a phased, self-contained plan an AI
agent can execute to harden the Anthropic integration (central LLM
client, tool-based structured outputs, prompt caching, retrieval-based
R42 context, eval harness).

Renames src/lib/giteaService.js to src/lib/githubService.js. The module
calls api.github.com and raw.githubusercontent.com; the previous name
was misleading. No behaviour change. Updates the single import site in
src/components/admin/KnowledgeGraph.jsx.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

rve changed title from ~~docs: AI pipeline hardening plan + rename giteaService ? githubService~~ to docs: AI pipeline hardening plan + rename giteaService -> githubService

2026-05-20 10:08:13 +00:00

rve merged commit d07d15b2a7 into main

2026-05-20 10:09:40 +00:00

rve deleted branch feat/ai-pipeline-hardening-plan

2026-05-20 10:09:41 +00:00

rve referenced this issue from a commit

2026-05-20 10:09:42 +00:00

Merge pull request 'docs: AI pipeline hardening plan + rename giteaService -> githubService' (#1) from feat/ai-pipeline-hardening-plan into main

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Reference: rve/learning-platform#1