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Get Started Free →Automate ICE-Crawler ingestion → registry update → proposal stub creation. Use when you want a full harvest loop that ends with a ready-to-review skill idea.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-18 | ✗→✓ | ▲ Improved | -15% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -33% | 0% |
| case-01 | ✗→✓ | ▲ Improved | -19% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 5% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -27% | 0% |
This skill runs the whole flow when you say so:
ice-crawler-harvester/extractions) is appended automatically.Helper script: scripts/harvest_pipeline.py
powershellcd <skills_repo>\skills\harvest-proposal-pipeline python scripts\harvest_pipeline.py <repo_url> --candidate <skill-name> --max-files 80 --max-kb 256
repo_url — cloneable Git URL (raw/tree/blob URLs are fine; orchestrator normalizes).--candidate (optional) — proposed skill name. When supplied, a stub JSON is written under skills/extraction-proposer/proposals/.--max-files / --max-kb — bounds for Glacier selection + per-file size.ICE_CRAWLER_ROOT to the local path of your ICE-Crawler clone before running this script.python -m engine.orchestrator … inside $env:ICE_CRAWLER_ROOT with timestamped state/runs/run_<ts>.artifact_manifest.json to count files.skills/ice-crawler-harvester/extractions/index.jsonl with: repo, run_dir, manifest path, file count, summary path.skills/ice-crawler-harvester/extractions/<repo-slug>/SUMMARY.md, including an auto-generated “Auto-detected Candidates” section with suggested algorithms/tools.--candidate is provided, saves skills/extraction-proposer/proposals/<skill-name>.json prefilled with provenance, candidate description, notable file list, and suggested skill structure.Run folder: the ICE-Crawler fossil (state/runs/run_<timestamp>).Summary: path to SUMMARY.md (includes auto-detected candidate bullets).Proposal stub: JSON file to review in extraction-proposer/proposals/ (if --candidate supplied).extraction-proposer/catalog/ and mark the status (approved, rejected, etc.) so the catalog becomes the definitive list of green-lit algorithms.skill-creator.Invoke this skill whenever you want a one-command harvest that comes back with a ready-to-review idea.
Other measured skills in the registry, with their headline benchmark lift.