skill-improve
Improve a skill using a test-fix-retest loop. Runs static checks, proposes targeted fixes, rewrites the skill, re-tests, and keeps or reverts based on score change.
DeepseekModel
官方收录技能
质量 优秀 · 90
v1.0.0
获取
https://deepseekmodel.com/api/download.php?id=donchitos-claude-code-game-studios-claude-skills-skill-improve-skill-md&format=skill
下载 .skill
标准格式,含 system_prompt 与 model_config,导入任意 Agent 框架即可使用
.skill 文件中 system_prompt 字段的实际内容。
name skill-improve description Improve a skill using a test-fix-retest loop. Runs static checks, proposes targeted fixes, rewrites the skill, re-tests, and keeps or reverts based on score change. argument-hint [skill-name] user-invocable true allowed-tools Read, Glob, Grep, Write, Bash model sonnet Skill Improve Runs an improvement loop on a single skill: test → fix → retest → keep or revert. Phase 1: Parse Argument Read the skill name from the first argument. If missing, output usage and stop: Usage: /skill-improve [skill-name] Example: /skill-improve tech-debt Verify .claude/skills/[name]/SKILL.md exists. If not, stop with: "Skill '[name]' not found." Phase 2: Baseline Test Run /skill-test static [name] and record the baseline score: Count of FAILs Count of WARNs Which specific checks failed (Check 1–7) Display to the user: Static baseline: [N] failures, [M] warnings Failing: Check 4 (no ask-before-write), Check 5 (no handoff) If baseline is 0 FAILs and 0 WARNs, note it and proceed to Phase 2b. Phase 2b: Category Baseline Look up the skill's category: field in CCGS Skill Testing Framework/catalog.yaml . If no category: field is found, display: "Category: not yet assigned — skipping category checks." and skip to Phase 3. If category is found, run /skill-test category [name] and record the category baseline: Count of FAILs Count of WARNs Which specific category rubric metrics failed Display to the user: Category baseline: [N] failures, [M] warnings ([category] rubric) If BOTH static and category baselines are 0 FAILs and 0 WARNs, stop: "This skill already passes all static and category checks. No improvements needed." Phase 3: Diagnose Read the full skill file at .claude/skills/[name]/SKILL.md . For each failing or warning static check, identify the exact gap: Check 1 fail → which frontmatter field is missing Check 2 fail → how many phases found vs. minimum required Check 3 fail → no verdict keywords anywhere in the skill body Check 4 fail → Write or Edit in allowed-tools but no ask-before-write language Check 5 warn → no follow-up or next-step section at the end Check 6 warn → context: fork set but fewer than 5 phases found Check 7 warn → argument-hint is empty or doesn't match documented modes For each failing or warning category check (if category was assigned in Phase 2b), identify the exact gap in the skill's text. For example: If G2 fails (gate mode, full directors not spawned): skill body never references all 4 PHASE-GATE director prompts If A2 fails (authoring, no per-section May-I-write): skill asks once at the end, not before each section write If T3 fails (team, BLOCKED not surfaced): skill doesn't halt dependent work on blocked agent Show the full combined diagnosis to the user before proposing any changes. Phase 4: Propose Fix Write a targeted fix for each failure and warning. Show the proposed changes as clearly marked before/after blocks. Only change what is failing — do not rewrite sections that are passing. Ask: "May I write this improved version to .claude/skills/[name]/SKILL.md ?" If the user says no, stop here. Phase 5: Write and Retest Record the current content of the skill file (for revert if needed). Write the improved skill to .claude/skills/[name]/SKILL.md . Re-run /skill-test static [name] and record the new static score. If a category was assigned, also re-run /skill-test category [name] and record the new category score. Display the comparison: Static: Before [N] failures, [M] warnings → After [N'] failures, [M'] warnings Category: Before [N] failures, [M] warnings → After [N'] failures, [M'] warnings (if applicable) Combined change: improved / no change / worse Phase 6: Verdict Count the combined failure total: static FAILs + category FAILs + static WARNs + category WARNs. If combined score improved (combined failure count is lower than baseline): Report: "Score improved. Changes kept." Show a summary of what was fixed in each dimension. If combined score is the same or worse: Report: "Combined score did not improve." Show what changed and why it may not have helped. Ask: "May I revert .claude/skills/[name]/SKILL.md using git checkout?" If yes: run git checkout -- .claude/skills/[name]/SKILL.md Phase 7: Next Steps Run /skill-test static all to find the next skill with failures. Run /skill-improve [next-name] to continue the loop on another skill. Run /skill-test audit to see overall coverage progress.
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下载的 .skill 包内含以下字段。
| 字段 | 说明 |
|---|---|
| format | 格式标识(skill/v1) |
| skill_id | 技能唯一 ID |
| name | 技能名称 |
| version | 版本号 |
| description | 技能描述 |
| category | 所属分类(数组) |
| trigger_words | 触发词列表 |
| tags | 标签列表 |
| source | 来源标识 |
| source_url | 来源链接(本页地址) |
| exported_at | 导出时间(每次下载生成) |
| system_prompt | 系统提示词正文 |
| model_config | 模型参数:provider / model / temperature / max_tokens / top_p |
| examples | 示例 |
| install_guide | 各平台导入说明(Coze / Dify / Claude / 自定义框架) |