harvest-loop
SolidAn 8-step self-evolution pipeline that runs after field sessions end (field-harvest → contention-layer → challenger + persona-innovator → synthesizer → Critic agent → harness-doctor → verify-bidirectional → curator), absorbing session learnings back into the FH ecosystem. Runs automatically at session end in the main dev environment; proposes execution first for external users. Triggered by "session harvest", "learning absorption", "fh evolution", or "harvest-loop". (The phrase "run the pipeline" is ceded to pipeline-conductor — use that for end-to-end verification sweeps.)
Install
Quality Score: 81/100
Skill Content
Details
- Author
- chrono-meta
- Repository
- chrono-meta/forge-harness
- Created
- 2 months ago
- Last Updated
- today
- Language
- Shell
- License
- MIT
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
field-harvest
Scans git history of field projects to detect patterns worth backporting to the meta-harness (Mode A), and logs session work to the knowledge hub when a session ends (Mode B). Triggers on "save this pattern", "make this reusable across projects", "can we automate this repetition?", "push this to FH", "reverse absorption", "harvest pattern", "session log", "log today's work", "sync to hub".
harvest
Mines Claude Code session transcripts for the corrections that earn artifacts, the intake stage of the kitchen's loop. Extracts what the user actually said across recent sessions (via a bundled script that reduces multi-MB transcripts to user turns), dispatches readers to classify corrections, redirects, and repeated failures, dedups against the standing harness, and hands surviving candidates to the forge with evidence counts. Use on a cadence (end of a heavy week, after a project push), when a correction feels familiar, or before claiming a harness has no gaps; skip when recent sessions were light or single-topic.
harvest
Use at the end of any coherent unit — a phase, task, review close, or slice wrap — to sweep what the unit produced, learned, and left open into their durable sinks, and to maintain the Harvest section of the governing slice's notes.