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harvest-loop - Harvest field sessions into FH evolution

Runs an eight-step pipeline that extracts session learnings, checks skill conflicts, evaluates candidates, and records or proposes FH ecosystem changes.

Tags

Updated: 2026-10-03

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Detect session regressions
  • Extract field patterns
  • Compare patterns with skills
  • Challenge existing skills
  • Propose skill candidates
  • Synthesize and grade proposals
  • Critique proposals independently
  • Check harness health
  • Verify bidirectional consistency
  • Curate lifecycle changes

Inputs

  • Field-session git diff
  • Session outputs
  • Existing FH skills
  • Git history
  • Reference session cards
  • Memory entries
  • User approval decision
  • Adaptation profile
  • Local operator configuration

Outputs

  • Harvested pattern summary
  • Final proposal list
  • fh_signal files
  • Verdict line
  • Pull request
  • Skill lifecycle updates
  • Execution confirmation prompt
  • No-targets message

Requirements

  • Git-based FH workspace
  • Read and write access
  • Shell execution access
  • Read, Write, Bash, Grep, Glob, and Agent tools
  • Agent-capable model

Source

  • Spec: SKILL.md

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session harvesting
self-evolution
pipeline
regression detection
skill curation
semantic drift
Detect session regressions
Extract field patterns
Compare patterns with skills
Challenge existing skills
Field-session git diff
Session outputs
Existing FH skills
Harvested pattern summary
Final proposal list
fh_signal files