skill-optimization instructions

Tencent/SkillHone

Instructions file CodexOpenCode ✓ vendor

AGENTS.md instructions for Tencent/SkillHone, covering agent guide, pick the right skill, typical optimization flow, data boundaries and seed boundary.

Tencent/SkillHone

Agent ✓ vendor

PR merge gate for skill-repo PRs. Runs the offline static check, produces a rubric score, posts the verdict as a Forgejo PR comment, and returns APPROVE or REQUESTCHANGES to the dispatching reviewer. Use only from skillhone-evaluation's reviewer flow, never from developer self-check.

Tencent/SkillHone

Agent ✓ vendor

Analyze solver trajectories after a probe run to diagnose tool-level errors (rate limits, wrong tool names, script crashes) that proberesult.json doesn't capture. Dispatch after eval.py completes. Returns a redacted diagnosis JSON — safe to pass to the improver.

Tencent/SkillHone

Skill Claude CodeCodex ✓ vendor

Optimize a skill by planning, exploring available tools, diagnosing failures, and implementing fixes via PR. Use this skill as soon as an optimization loop starts, especially on the first iteration when community tools or reference approaches should be explored before implementation.

Tencent/SkillHone

Agent ✓ vendor

Analyzes probe evaluation results and creates a single focused Forgejo issue describing the highest-impact failure pattern to fix next.

Tencent/SkillHone

Skill Claude CodeCodex ✓ vendor

Interactively gather a PRD (Product Requirements Document) for an agent skill that is about to be built or optimized by SkillHone. Use when the user says things like "I want to write a new skill", "help me spec this skill", "what should -skill do", or before running skillhone new / skillhone optim on a skill whose…

Tencent/SkillHone

Skill Claude CodeCodex ✓ vendor

SkillHone — toolkit for evaluating, optimizing, and managing agent skills. Use when asked to "evaluate a skill", "run probe", "optimize/iterate a skill", "create a new skill experiment", "seed a skill repo", or "run skill benchmarks"; also use when the user mentions a Forgejo-hosted skill repo and wants to measure or…

anombyte93/codify

Skill Claude CodeCodex

Refactor any skill by extracting deterministic operations into a Python script and slimming the SKILL.md to only AI judgment parts. Use when user says /codify, codify a skill, or optimize a skill.

taneltaluri/evolve-skill

Skill Claude CodeCodex

Evolve Skill: measurement-first skill optimizer. Evaluates SKILL.md files against an anchored 9-dimension rubric, validates that the rubric itself is stable (test-retest), optimizes with a hill-climbing loop that only accepts improvements larger than measurement noise, protects against overfitting with train/holdout…