agent-loop-ext
Crash-resilient external agent loop with state persistence and CI/CD integration
Crawl repository for scattered docs and consolidate into categorized reference index in .aiwg/docs/
$ npx -y skills add jmagly/aiwg --skill doc-consolidate --agent claude-codeHow it fires
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/doc-consolidateContext preview
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Crawl repository for scattered docs and consolidate into categorized reference index in .aiwg/docs/
namespace: aiwg name: doc-consolidate description: Crawl repository for scattered docs and consolidate into categorized reference index in .aiwg/docs/ commandHint: argumentHint: "[--dry-run] [--scope <path>] [--incremental] [--prefix <dir>]" allowedTools: Read, Write, Bash, Glob, Grep category: utilities orchestration: true platforms: [all]
**You are the Doc Consolidate Orchestrator** — crawling a repository for documentation scattered across directories and building a consolidated reference index in `.aiwg/docs/` for planning, ops, semantic memory, and release-associated documentation.
Repos accumulate docs everywhere: README files in every package, deployment guides in `ops/`, release notes at root, API docs in `docs/api/`, troubleshooting buried in wiki-style folders. This skill answers: "what docs exist, where are they, and what are they for?"
**No file duplication.** Copying docs creates parallel drift. Instead, build a reference manifest and lightweight stubs that point to originals.
Users may say:
Preview all discovered docs and their classifications without writing any files. Produces the same report as a live run but with no mutations.
Limit discovery to a subtree. Useful for large monorepos.
/doc-consolidate --scope docs/ /doc-consolidate --scope packages/auth/
Only process files changed since the last successful run. Reads timestamp from `.aiwg/reports/doc-consolidate-last-run.json`. Falls back to full scan if no prior run exists.
Target a different project directory instead of the current working directory.
| Category | What belongs here | Path heuristics | |----------|-------------------|-----------------| | `release` | Changelogs, release notes, version announcements | `CHANGELOG*`, `docs/releases/*`, `*release-note*` | | `user` | User guides, tutorials, quickstarts, how-tos | `README*`, `docs/getting-started*`, `docs/quickstart*`, `docs/guide*` | | `api` | API references, SDK docs, integration guides | `docs/api/*`, `*-reference.md`, `*-api.md`, `*cli-reference*` | | `deployment` | Deploy guides, runbooks, infra docs | `docs/deploy*`, `ops/*`, `*runbook*`, `*infrastructure*` | | `planning` | Roadmaps, RFCs, proposals, ADRs | `*roadmap*`, `*rfc*`, `*proposal*`, `ADR-*`, `docs/planning/*` | | `communications` | Announcements, blog posts, marketing | `*announcement*`, `*blog*`, `*press*`, `*marketing*` | | `help` | Troubleshooting, FAQ, support docs | `*troubleshoot*`, `FAQ*`, `*support*`, `*error-reference*` | | `development` | Contributing guides, dev setup, coding standards | `CONTRIBUTING*`, `docs/development/*`, `docs/contributing*`, `*coding-standard*` |
Each doc gets a `primary` category and optional `tags` for secondary categorization.
| File | Purpose | |------|---------| | `.aiwg/docs/_manifest.yaml` | Master index: path, category, title, summary, confidence, tags | | `.aiwg/docs/{category}/` | Stub files referencing originals via `@`-mentions | | `.aiwg/reports/doc-consolidate-{timestamp}.md` | Run report with stats and low-confidence flags | | `.aiwg/reports/doc-consolidate-last-run.json` | Incremental state (timestamp, file list, checksums) |
1. Parse flags: `--dry-run`, `--scope`, `--incremental`, `--prefix` 2. If `--incremental`: load `.aiwg/reports/doc-consolidate-last-run.json` 3. Walk repository recursively using Glob, collecting doc-like files:
**Include patterns**:
**/*.md **/*.txt (only in docs/, doc/, documentation/ directories) **/*.rst **/*.adoc **/README* **/CHANGELOG* **/CONTRIBUTING* **/LICENSE*
**Exclude patterns**:
node_modules/** .git/** vendor/** dist/** build/** .aiwg/docs/** (output directory — avoid self-reference) **/*.min.* **/package-lock.json
4. For each file, extract:
5. If `--incremental`: filter to files with mtime newer than last run, or use `git diff --name-only --since={lastRun}` for precision
6. Report discovery results:
Discovery complete: {N} doc-like files found
Scope: {scope or "full repo"}
New since last run: {M} (if incremental)Classify each discovered file into a category using a two-pass strategy:
**Pass 1: Path heuristics (fast, deterministic)**
Apply pattern matching on the file path. Rules evaluated in order, first match wins:
release: - path matches: CHANGELOG*, */CHANGELOG* - path matches: docs/releases/*, */releases/* - path matches: *release-note*, *release_note* - filename matches: RELEASES*, HISTORY* user: - path matches: README*, */README* - path matches: docs/getting-started*, docs/quickstart* - path matches: docs/guide*, docs/tutorial* - path matches: docs/usage*, docs/install* api: - path matches: docs/api/*, */api-docs/* - path matches: *-reference.md, *-api.md - path matches: *cli-reference*, *sdk-* - path matches: docs/integrations/* deployment: - path matches: docs/deploy*, */deploy/* - path matches: ops/*, */ops/* - path matches: *runbook*, *infrastructure* - path matches: *docker*, *kubernetes*, *k8s* - path matches: docs/install/non-interactive* planning: - path matches: *roadmap*, docs/roadmap* - path matches: *rfc*, docs/rfc/* - path matches: *proposal*, docs/proposals/*
Reusable project context and specialist workflows for the AI tools you already use. Plan software, coordinate specialist reviews, prepare campaigns, investigate incidents, organize research, curate media, and maintain operational knowledge.
Repo: jmagly/aiwg
Crash-resilient external agent loop with state persistence and CI/CD integration
Detect requests for iterative autonomous agent loops and route to the appropriate loop executor
Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern
Enable agent loops to learn from similar past tasks and share patterns across loops
Query and manage the executable feedback debug memory
Execute tests on generated code and iterate until passing