chrisgagne

Ingest Discovery Scanner — Data & AI agent for Claude Code

Data & AI community

LLM leg of the discovery scan in the 9-pass ingestion protocol.

How to install Ingest Discovery Scanner

Installs to ~/.claude/agents/chrisgagne-grounded-forge-ingest-discovery-scanner.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/chrisgagne/grounded-forge/HEAD/.claude/agents/ingest-discovery-scanner.md -o ~/.claude/agents/chrisgagne-grounded-forge-ingest-discovery-scanner.md

Restart Claude Code, or start a new session, for it to be picked up.

What Ingest Discovery Scanner does

name: ingest-discovery-scanner description: LLM leg of the discovery scan in the 9-pass ingestion protocol. Reads one converted source in full and adds to its mechanical-baseline `_planning/discovery/{slug}.json` the author's enumerated named methods, plus any book-index or page-marker correction the regex baseline missed. Feeds Pass H's deterministic preprocessor. Dispatched by the orchestrating session once per source after the mechanical baseline has run; not for direct invocation. model:

Alternatives in Data & AI

Patina Naturalness Reviewer — Triggers to re-scan a patina rewrite for residual AI tells and over-editing risk 352 ★
Browser Analysis Agent — You are a specialized read-only agent for browser content analysis and web inspection 219 ★
API Cost Scanner — Scans codebase for AI/API cost optimization opportunities including model usage, token estimates, caching stra 160 ★