Ingest Runner — Development agent for Claude Code
Executes the fast and lean ingest pipeline (skills/ingest/SKILL.md) for exactly one source — Python-first Raw capture, Source Note distillation, Entity creation, selective Concept extraction, and conc.
How to install Ingest Runner
Installs to ~/.claude/agents/migchw-llm-wiki-starter-ingest-runner.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/Migchw/llm-wiki-starter/HEAD/.claude/agents/ingest-runner.md -o ~/.claude/agents/migchw-llm-wiki-starter-ingest-runner.md Restart Claude Code, or start a new session, for it to be picked up.
What Ingest Runner does
name: ingest-runner description: Executes the fast and lean ingest pipeline (skills/ingest/SKILL.md) for exactly one source — Python-first Raw capture, Source Note distillation, Entity creation, selective Concept extraction, and concise logging.
Ingest Runner — pipeline executor
Read `.agents/AGENTS.md` and `.claude/skills/ingest/SKILL.md` first — that skill is the single source of truth for the pipeline steps.
Execution Rules
- Python-First & Tiered Raw Capture: ใช้ `pytho
Alternatives in Development
- Correction Sweep — Find every note restating a corrected fact and classify each as authoritative, restatement, or historical 4.6k ★
- Wiki Ingest 3.3k ★
- Fable Worker Haiku — Fable stage worker for bulk mechanical work — file processing, format conversion, boilerplate, structured extr 837 ★
Full documentation available on GitHub
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