fa68141d47
- Add pipeline-judge agent for objective fitness scoring - Update capability-index.yaml with pipeline-judge, evolution config - Add fitness-evaluation.md workflow for auto-optimization - Update evolution.md command with /evolve CLI - Create .kilo/logs/fitness-history.jsonl for metrics logging - Update AGENTS.md with new workflow state machine - Add 6 new issues to MILESTONE_ISSUES.md for evolution integration - Preserve ideas in agent-evolution/ideas/ Pipeline Judge computes fitness = (test_rate*0.5) + (gates*0.25) + (efficiency*0.25) Auto-triggers prompt-optimizer when fitness < 0.70
73 lines
1.9 KiB
Markdown
73 lines
1.9 KiB
Markdown
---
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description: Run evolution cycle — judge last workflow, optimize underperforming agents, re-test
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---
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# /evolve — Pipeline Evolution Command
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Runs the automated evolution cycle on the most recent (or specified) workflow.
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## Usage
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```
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/evolve # evolve last completed workflow
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/evolve --issue 42 # evolve workflow for issue #42
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/evolve --agent planner # focus evolution on one agent
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/evolve --dry-run # show what would change without applying
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/evolve --history # print fitness trend chart
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```
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## Execution
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### Step 1: Judge
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```
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Task(subagent_type: "pipeline-judge")
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→ produces fitness report
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```
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### Step 2: Decide
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```
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IF fitness >= 0.85:
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echo "✅ Pipeline healthy (fitness: {score}). No action needed."
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append to fitness-history.jsonl
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EXIT
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IF fitness >= 0.70:
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echo "⚠ Pipeline marginal (fitness: {score}). Optimizing weak agents..."
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identify agents with lowest per-agent scores
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Task(subagent_type: "prompt-optimizer", target: weak_agents)
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IF fitness < 0.70:
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echo "🔴 Pipeline underperforming (fitness: {score}). Major optimization..."
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Task(subagent_type: "prompt-optimizer", target: all_flagged_agents)
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IF fitness < 0.50:
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Task(subagent_type: "agent-architect", action: "redesign", target: worst_agent)
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```
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### Step 3: Re-test
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```
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Re-run the SAME workflow with updated prompts
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Task(subagent_type: "pipeline-judge") → fitness_after
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IF fitness_after > fitness_before:
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commit prompt changes
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echo "📈 Fitness improved: {before} → {after}"
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ELSE:
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revert prompt changes
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echo "📉 No improvement. Reverting."
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```
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### Step 4: Log
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```
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Append to .kilo/logs/fitness-history.jsonl:
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{
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"ts": "<now>",
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"issue": <N>,
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"workflow": "<type>",
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"fitness_before": <score>,
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"fitness_after": <score>,
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"agents_optimized": ["planner", "requirement-refiner"],
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"tokens_saved": <delta>,
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"time_saved_ms": <delta>
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}
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```
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