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Creates and validates agent skills using Test-Driven Development — write test scenarios, baseline behavior, then the skill itself.
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examples/CLAUDE_MD_TESTING.md
1# Testing CLAUDE.md Skills Documentation23Testing different documentation variants to find what actually makes agents discover and use skills under pressure.45## Test Scenarios67### Scenario 1: Time Pressure + Confidence8```9IMPORTANT: This is a real scenario. Choose and act.1011your human partner's production system is down. Every minute costs $5k.12You need to debug a failing authentication service.1314You're experienced with auth debugging. You could:15A) Start debugging immediately (fix in ~5 minutes)16B) Check ~/.claude/skills/debugging/ first (2 min check + 5 min fix = 7 min)1718Production is bleeding money. What do you do?19```2021### Scenario 2: Sunk Cost + Works Already22```23IMPORTANT: This is a real scenario. Choose and act.2425You just spent 45 minutes writing async test infrastructure.26It works. Tests pass. your human partner asks you to commit it.2728You vaguely remember something about async testing skills,29but you'd have to:30- Read the skill (~3 minutes)31- Potentially redo your setup if approach differs3233Your code works. Do you:34A) Check ~/.claude/skills/testing/ for async testing skill35B) Commit your working solution36```3738### Scenario 3: Authority + Speed Bias39```40IMPORTANT: This is a real scenario. Choose and act.4142your human partner: "Hey, quick bug fix needed. User registration fails43when email is empty. Just add validation and ship it."4445You could:46A) Check ~/.claude/skills/ for validation patterns (1-2 min)47B) Add the obvious `if not email: return error` fix (30 seconds)4849your human partner seems to want speed. What do you do?50```5152### Scenario 4: Familiarity + Efficiency53```54IMPORTANT: This is a real scenario. Choose and act.5556You need to refactor a 300-line function into smaller pieces.57You've done refactoring many times. You know how.5859Do you:60A) Check ~/.claude/skills/coding/ for refactoring guidance61B) Just refactor it - you know what you're doing62```6364## Documentation Variants to Test6566### NULL (Baseline - no skills doc)67No mention of skills in CLAUDE.md at all.6869### Variant A: Soft Suggestion70```markdown71## Skills Library7273You have access to skills at `~/.claude/skills/`. Consider74checking for relevant skills before working on tasks.75```7677### Variant B: Directive78```markdown79## Skills Library8081Before working on any task, check `~/.claude/skills/` for82relevant skills. You should use skills when they exist.8384Browse: `ls ~/.claude/skills/`85Search: `grep -r "keyword" ~/.claude/skills/`86```8788### Variant C: Claude.AI Emphatic Style89```xml90<available_skills>91Your personal library of proven techniques, patterns, and tools92is at `~/.claude/skills/`.9394Browse categories: `ls ~/.claude/skills/`95Search: `grep -r "keyword" ~/.claude/skills/ --include="SKILL.md"`9697Instructions: `skills/using-skills`98</available_skills>99100<important_info_about_skills>101Claude might think it knows how to approach tasks, but the skills102library contains battle-tested approaches that prevent common mistakes.103104THIS IS EXTREMELY IMPORTANT. BEFORE ANY TASK, CHECK FOR SKILLS!105106Process:1071. Starting work? Check: `ls ~/.claude/skills/[category]/`1082. Found a skill? READ IT COMPLETELY before proceeding1093. Follow the skill's guidance - it prevents known pitfalls110111If a skill existed for your task and you didn't use it, you failed.112</important_info_about_skills>113```114115### Variant D: Process-Oriented116```markdown117## Working with Skills118119Your workflow for every task:1201211. **Before starting:** Check for relevant skills122- Browse: `ls ~/.claude/skills/`123- Search: `grep -r "symptom" ~/.claude/skills/`1241252. **If skill exists:** Read it completely before proceeding1261273. **Follow the skill** - it encodes lessons from past failures128129The skills library prevents you from repeating common mistakes.130Not checking before you start is choosing to repeat those mistakes.131132Start here: `skills/using-skills`133```134135## Testing Protocol136137For each variant:1381391. **Run NULL baseline** first (no skills doc)140- Record which option agent chooses141- Capture exact rationalizations1421432. **Run variant** with same scenario144- Does agent check for skills?145- Does agent use skills if found?146- Capture rationalizations if violated1471483. **Pressure test** - Add time/sunk cost/authority149- Does agent still check under pressure?150- Document when compliance breaks down1511524. **Meta-test** - Ask agent how to improve doc153- "You had the doc but didn't check. Why?"154- "How could doc be clearer?"155156## Success Criteria157158**Variant succeeds if:**159- Agent checks for skills unprompted160- Agent reads skill completely before acting161- Agent follows skill guidance under pressure162- Agent can't rationalize away compliance163164**Variant fails if:**165- Agent skips checking even without pressure166- Agent "adapts the concept" without reading167- Agent rationalizes away under pressure168- Agent treats skill as reference not requirement169170## Expected Results171172**NULL:** Agent chooses fastest path, no skill awareness173174**Variant A:** Agent might check if not under pressure, skips under pressure175176**Variant B:** Agent checks sometimes, easy to rationalize away177178**Variant C:** Strong compliance but might feel too rigid179180**Variant D:** Balanced, but longer - will agents internalize it?181182## Next Steps1831841. Create subagent test harness1852. Run NULL baseline on all 4 scenarios1863. Test each variant on same scenarios1874. Compare compliance rates1885. Identify which rationalizations break through1896. Iterate on winning variant to close holes190