pipeline-context — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited pipeline-context (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Read these files before proceeding with pipeline work:
memory/pipeline-ops.md — Emergency controls, worker architecture, operational detailsmemory/lessons-learned.md — Operational postmortems and patterns.claude/docs/pipeline.md — Full processing pipeline (states, crons, prompts, costs).claude/docs/worker-architecture.md — Lambda worker details.claude/docs/page-lifecycle.md — Page processing statesgetModelForBook(book) from src/lib/types/ai-models.ts over hardcoding. It routes BPH books and non-Latin-script languages to gemini-3-flash-preview (full quality) and everything else to gemini-3.1-flash-lite-preview (50% cheaper, comparable quality on Latin-script). Enrich-worker uses gemini-3.1-flash-lite-preview for all phases (summary+index, chapters, quality scoring, collection assignment). Never use anything below Gemini v3 — gemini-2.x is deprecated.ocr.data or translation.data MUST call createRevision() firstsystem_config._id: 'processing_control', set paused: trueAll AI calls logged to gemini_usage collection via logGeminiCall() in src/lib/gemini-logger.ts.
GET /api/books/[id]/history (assembles from 6 collections)GET /api/admin/processing-dashboard?provider=iasrc/lib/errors.ts → classifyError(error)cost_tracking collection is DEPRECATED — use gemini_usage for all cost queriesAfter reading the memory files above, flag anything that contradicts what you observe in the codebase:
.claude/docs/batch-processing.md.claude/docs/observability.md.claude/docs/first-translation-system.md~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.