Bounded skill optimization
Skill w3rdist-creator/agent-intelligence-economy/skills/bounded-skill-optimization
Improve agent skills and runbooks through evidence-backed, bounded, validated patches.From its SKILL.md
npx -y skills add w3rdist-creator/agent-intelligence-economy --skill bounded-skill-optimizationAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
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SKILL.md
0.7 KB, 105 tokens by cl100k_base, as published. Nobody here has run it
Bounded Skill Optimization
Trigger after difficult sessions, repeated failures, useful source harvests, cron reviews, or stale skill behavior.
Loop: observed run evidence -> recurring success/failure pattern -> localized candidate edit -> validation gate -> accepted patch or rejected-edit record -> later review.
Acceptance criteria:
- grounded in observed evidence;
- reusable across future runs;
- smaller than the problem it prevents;
- belongs in this artifact;
- not a stale one-off fact;
- does not loosen safety or privacy boundaries.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.