Skills Plugins MCP Prompt Model 博客 我的中心

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 Curated skill Quality Excellent · 90 v1.0.0

Get

https://deepseekmodel.com/api/download.php?id=donchitos-claude-code-game-studios-claude-skills-skill-improve-skill-md&format=skill
Download .skill Standard format with system_prompt and model_config, ready for any agent framework
The actual content of the system_prompt field in the .skill file.
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.
Keywords that activate this skill. Click one to copy it.

This skill does not provide trigger words.

The downloaded .skill package contains the following fields.
Field Description
formatFormat tag (skill/v1)
skill_idUnique skill ID
nameSkill name
versionVersion
descriptionDescription
categoryCategories (array)
trigger_wordsTrigger words
tagsTags
sourceSource
source_urlSource URL (this page)
exported_atExported at (set per download)
system_promptSystem prompt body
model_configModel config: provider / model / temperature / max_tokens / top_p
examplesExamples
install_guideImport guide for Coze / Dify / Claude / custom frameworks
The same skill can be exported in different platform formats.
.skill Standard format with system_prompt and model_config, ready for any agent framework Download
.skillpro Enhanced format with scripts, tools, dependencies and hooks Download
.json Plain JSON export with system_prompt and model parameters only Download
Coze Markdown with frontmatter, for Coze platform import Download
Dify Dify DSL, import directly after creating an app Download

每日精选 Skill 推荐,免费送到你邮箱

输入邮箱,每天接收一个精选 AI Agent 技能推荐。完全免费,持续更新。

提交后我们会发送一封确认邮件,点击邮件里的链接才会开始收信。

完全免费,取消任意时间。我们不会发送垃圾邮件。