Execute qualquer Skill no Manus
com um clique

Execute qualquer Skill no Manus com um clique

pipeline-context

Load context for pipeline, cron, Lambda, OCR, and translation work. Use when starting any pipeline monitoring, debugging, or processing task.

Executar no Manus

Visão geral

Load context for pipeline, cron, Lambda, OCR, and translation work. Use when starting any pipeline monitoring, debugging, or processing task.

Comando de instalação

npx skills add https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2 --skill pipeline-context

Copie e cole este comando no Claude Code para instalar a skill

Fonte

Embassy-of-the-Free-Mind/sourcelibrary-v2

Estrelas3

Forks3

Atualizado17 de maio de 2026 às 07:41

SKILL.md

readonly

name	pipeline-context
description	Load context for pipeline, cron, Lambda, OCR, and translation work. Use when starting any pipeline monitoring, debugging, or processing task.

Pipeline Context

Read these files before proceeding with pipeline work:

memory/pipeline-ops.md — Emergency controls, worker architecture, operational details
memory/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 states

Critical Rules

Model selection: prefer getModelForBook(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.
NEVER use Gemini Batch API for translation — use Lambda workers (SQS FIFO)
Any script overwriting ocr.data or translation.data MUST call createRevision() first
MongoDB Atlas saturates at ~40 concurrent Lambda jobs — global backpressure limit
Emergency stop: system_config._id: 'processing_control', set paused: true

Audit Trail

All AI calls logged to gemini_usage collection via logGeminiCall() in src/lib/gemini-logger.ts.

Book history timeline: GET /api/books/[id]/history (assembles from 6 collections)
Dashboard: GET /api/admin/processing-dashboard?provider=ia
Error classification: src/lib/errors.ts → classifyError(error)
cost_tracking collection is DEPRECATED — use gemini_usage for all cost queries

Staleness Check

After reading the memory files above, flag anything that contradicts what you observe in the codebase:

File paths or function names that no longer exist
Behavioral claims that don't match the current code
Stats or counts with dates older than 14 days — note as potentially stale
If you find contradictions, update the memory file immediately and tell the user what changed.

Also Relevant

Batch processing (Gemini Batch API): .claude/docs/batch-processing.md
Observability & audit trail: .claude/docs/observability.md
First translation identification: .claude/docs/first-translation-system.md

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Quick canon + pipeline health check. Use when asked "how's it going?", "status?", "how's the db?", or any quick health check. Lighter than /progress — focuses on mission metrics, not job debugging.

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Fonte

Embassy-of-the-Free-Mind

Embassy-of-the-Free-Mind/sourcelibrary-v2

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Comando de instalação

Download

Executar no Manus

Útil paraSOC

Desenvolvedores de softwareInformática e Matemática15-1252L4

name	pipeline-context
description	Load context for pipeline, cron, Lambda, OCR, and translation work. Use when starting any pipeline monitoring, debugging, or processing task.

Pipeline Context

Read these files before proceeding with pipeline work:

memory/pipeline-ops.md — Emergency controls, worker architecture, operational details
memory/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 states

Critical Rules

Model selection: prefer getModelForBook(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.
NEVER use Gemini Batch API for translation — use Lambda workers (SQS FIFO)
Any script overwriting ocr.data or translation.data MUST call createRevision() first
MongoDB Atlas saturates at ~40 concurrent Lambda jobs — global backpressure limit
Emergency stop: system_config._id: 'processing_control', set paused: true

Audit Trail

All AI calls logged to gemini_usage collection via logGeminiCall() in src/lib/gemini-logger.ts.

Book history timeline: GET /api/books/[id]/history (assembles from 6 collections)
Dashboard: GET /api/admin/processing-dashboard?provider=ia
Error classification: src/lib/errors.ts → classifyError(error)
cost_tracking collection is DEPRECATED — use gemini_usage for all cost queries

Staleness Check

After reading the memory files above, flag anything that contradicts what you observe in the codebase:

File paths or function names that no longer exist
Behavioral claims that don't match the current code
Stats or counts with dates older than 14 days — note as potentially stale
If you find contradictions, update the memory file immediately and tell the user what changed.

Also Relevant

Batch processing (Gemini Batch API): .claude/docs/batch-processing.md
Observability & audit trail: .claude/docs/observability.md
First translation identification: .claude/docs/first-translation-system.md