Finds candidate design references, compares them with a supplied library snapshot, traces attribution, and identifies gaps. Run the CLI manually or schedule it externally; review and save candidates separately.

Execution

  1. forage-coordinator
  2. source-scanner
  3. library-tracker
  4. provenance-researcher
  5. gap-analyzer

The team

Planner

forage-coordinator

Plans the sweep and routes findings to the workers

@cf/openai/gpt-oss-120b

Worker

source-scanner

Scans sources for work matching the target mechanisms

@cf/meta/llama-4-scout-17b-16e-instruct

Tools: firecrawl_map, firecrawl_scrape, github_search

Worker

library-tracker

Checks a find against what the library already holds

@cf/openai/gpt-oss-20b

Worker

provenance-researcher

Traces where a reference actually came from

@cf/openai/gpt-oss-120b

Tools: firecrawl_scrape, github_repo_info

Worker

gap-analyzer

Names what the library is missing

@cf/openai/gpt-oss-120b