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Use when processing raw knowledge input (book notes, highlights, raw files) into structured vault notes
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Baseado na classificação ocupacional SOC
Analyze skill outcomes + user corrections để propose self-improvements. Triggers: 'improve', 'skill learning', 'why does this skill keep getting it wrong', '/improve [skill-name]'.
Close or merge a pull request the right way via a 4-step hygiene sequence whose order is load-bearing. Use when the user closes, merges, wraps up, lands, or finishes a PR — 'close this PR', 'merge and clean up', 'land this', 'wrap up the PR' — even if they don't spell out all four steps.
Nightly vault maintenance — fix broken wiki-links, detect orphan pages, sync directory indexes, flag stale GH-issue tasks. Use cho: vault maintenance, broken links, orphan pages, nightly cron, lint vault.
Use when mastering a book's content through autonomous extraction, validation against NotebookLM, and knowledge extension
Ultimate autonomous goal→proof loop: auto-grill a fuzzy goal, slice the grounded decisions into a parent PRD + tracer-bullet children, implement each with a TDD evaluator-regenerate loop, then deliver a per-acceptance-criterion PROOF report. Triggers: '/autodev <goal>', 'build this with proof while I'm away', 'autonomously ship and prove this'. For queue-and-walk-away (no drive-to-done, no proof) use /afk; to clarify with a human in the loop use /grill.
Use when verifying ingested book knowledge against NotebookLM, checking verification status, or managing audit flags before absorbing
| name | ingest |
| description | Use when processing raw knowledge input (book notes, highlights, raw files) into structured vault notes |
Vault path: Read from ${CLAUDE_PLUGIN_ROOT}/brain-os.config.md
Note: When using /study pipeline, ingestion is handled by self-learn Phase 3 automatically. Use /ingest standalone for manual processing of raw files outside the study pipeline.
/ingest (no argument) — Process all raw files{vault}/knowledge/raw/ for unprocessed filesprocessed: true to the raw file's frontmatter/ingest [filepath] — Process a specific file{vault}/knowledge/books/[book-slug].md using the Book Note Template belowSame process, saved to respective {vault}/knowledge/[type]/ folder.
---
title: "[Book Title]"
author: "[Author]"
year: [Year]
finished: YYYY-MM-DD
rating: X/10
tags: [knowledge, book, topic1, topic2]
zone: knowledge
status: reading | completed | abandoned
---
# [Book Title]
**Author**: [Author]
**Rating**: X/10
## One-Sentence Summary
> [The book in one sentence]
## Core Thesis
[What is the author's main argument? 2-3 sentences max]
## Key Concepts
### 1. [Concept Name]
[Explanation in my own words. How I understand this.]
### 2. [Concept Name]
[Explanation]
### 3. [Concept Name]
[Explanation]
## Frameworks & Mental Models
- **[Framework name]**: [Brief description + when to use it]
## Actionable Insights
- [ ] [Something I can apply to my life/business]
- [ ] [Another actionable takeaway]
## Connections to My Vault
- Relates to [[context/strategy]] because...
- Connects to [[thinking/ideas/...]] on...
- Could inform [[business/...]]
## My Reactions & Thoughts
> [Personal reactions — what I agree/disagree with, what surprised me]
## Memorable Passages
> [Short quote or paraphrase, max 15 words] (p. XX)
## Questions This Raises
- [Question the book made me think about]
Auto-chain: /verify → /absorb → commit + push → notify.
Do NOT ask for confirmation — execute the full chain.
Follow skill-spec.md § 11. Append to {vault}/daily/skill-outcomes/ingest.log:
{date} | ingest | ingest | ~/work/brain-os-plugin | knowledge/books/{slug}.md | commit:{hash} | {result}
result: pass if all files processed, partial if some skipped, fail if errorsargs="{filepath}", score={processed}/{total}