Initial commit: Superpowers plugin v1.0.0

Core skills library as Claude Code plugin:
- Testing skills: TDD, async testing, anti-patterns
- Debugging skills: Systematic debugging, root cause tracing
- Collaboration skills: Brainstorming, planning, code review
- Meta skills: Creating and testing skills

Features:
- SessionStart hook for context injection
- Skills-search tool for discovery
- Commands: /brainstorm, /write-plan, /execute-plan
- Data directory at ~/.superpowers/
This commit is contained in:
Jesse Vincent
2025-10-09 12:57:31 -07:00
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# Meta Skills
Skills about skills - how to create and use the skills system.
## Available Skills
- skills/meta/installing-skills - Fork, clone, and symlink clank repo to ~/.claude/skills. Use for initial setup, installing clank for the first time.
- skills/meta/creating-skills - How to create effective skills for future Claude instances. Use when you discover a technique, pattern, or tool worth documenting for reuse.
- skills/meta/testing-skills-with-subagents - Iteratively test and bulletproof skills using pressure scenarios and rationalization analysis. Use after writing skills that enforce discipline or rules, before deploying skills agents might want to bypass.
- skills/meta/gardening-skills-wiki - Maintain skills wiki health with automated checks for broken links, naming consistency, and INDEX coverage. Use when adding/removing skills, reorganizing categories, or for periodic maintenance.

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---
name: Creating Skills
description: TDD for process documentation - test with subagents before writing, iterate until bulletproof
when_to_use: When you discover a technique, pattern, or tool worth documenting for reuse. When you've written a skill and need to verify it works before deploying.
version: 4.0.0
languages: all
---
# Creating Skills
## Overview
**Creating skills IS Test-Driven Development applied to process documentation.**
You write test cases (pressure scenarios with subagents), watch them fail (baseline behavior), write the skill (documentation), watch tests pass (agents comply), and refactor (close loopholes).
**Core principle:** If you didn't watch an agent fail without the skill, you don't know if the skill teaches the right thing.
See skills/testing/test-driven-development for the fundamental RED-GREEN-REFACTOR cycle. This skill adapts TDD to documentation.
## What is a Skill?
A **skill** is a reference guide for proven techniques, patterns, or tools. Skills help future Claude instances find and apply effective approaches.
**Skills are:** Reusable techniques, patterns, tools, reference guides
**Skills are NOT:** Narratives about how you solved a problem once
## TDD Mapping for Skills
| TDD Concept | Skill Creation |
|-------------|----------------|
| **Test case** | Pressure scenario with subagent |
| **Production code** | Skill document (SKILL.md) |
| **Test fails (RED)** | Agent violates rule without skill (baseline) |
| **Test passes (GREEN)** | Agent complies with skill present |
| **Refactor** | Close loopholes while maintaining compliance |
| **Write test first** | Run baseline scenario BEFORE writing skill |
| **Watch it fail** | Document exact rationalizations agent uses |
| **Minimal code** | Write skill addressing those specific violations |
| **Watch it pass** | Verify agent now complies |
| **Refactor cycle** | Find new rationalizations → plug → re-verify |
The entire skill creation process follows RED-GREEN-REFACTOR.
## When to Create a Skill
**Create when:**
- Technique wasn't intuitively obvious to you
- You'd reference this again across projects
- Pattern applies broadly (not project-specific)
- Others would benefit
**Don't create for:**
- One-off solutions
- Standard practices well-documented elsewhere
- Project-specific conventions (put in CLAUDE.md)
## Skill Types
### Technique
Concrete method with steps to follow (condition-based-waiting, root-cause-tracing)
### Pattern
Way of thinking about problems (flatten-with-flags, test-invariants)
### Reference
API docs, syntax guides, tool documentation (office docs)
## Directory Structure
```
skills/
skill-name/
SKILL.md # Main reference (required)
supporting-file.* # Only if needed
```
**Flat namespace** - all skills in one searchable location
**Separate files for:**
1. **Heavy reference** (100+ lines) - API docs, comprehensive syntax
2. **Reusable tools** - Scripts, utilities, templates
**Keep inline:**
- Principles and concepts
- Code patterns (< 50 lines)
- Everything else
## SKILL.md Structure
```markdown
---
name: Human-Readable Name
description: One-line summary of what this does
when_to_use: Symptoms and situations when you need this (CSO-critical)
version: 1.0.0
languages: all | [typescript, python] | etc
dependencies: (optional) Required tools/libraries
---
# Skill Name
## Overview
What is this? Core principle in 1-2 sentences.
## When to Use
[Small inline flowchart IF decision non-obvious]
Bullet list with SYMPTOMS and use cases
When NOT to use
## Core Pattern (for techniques/patterns)
Before/after code comparison
## Quick Reference
Table or bullets for scanning common operations
## Implementation
Inline code for simple patterns
@link to file for heavy reference or reusable tools
## Common Mistakes
What goes wrong + fixes
## Real-World Impact (optional)
Concrete results
```
## Claude Search Optimization (CSO)
**Critical for discovery:** Future Claude needs to FIND your skill
### 1. Rich when_to_use
Include SYMPTOMS not just abstract use cases:
```yaml
# ❌ BAD: Too abstract
when_to_use: For async testing
# ✅ GOOD: Symptoms and context
when_to_use: When tests use setTimeout/sleep and are flaky, timing-dependent,
pass locally but fail in CI, or timeout when run in parallel
```
### 2. Keyword Coverage
Use words Claude would search for:
- Error messages: "Hook timed out", "ENOTEMPTY", "race condition"
- Symptoms: "flaky", "hanging", "zombie", "pollution"
- Synonyms: "timeout/hang/freeze", "cleanup/teardown/afterEach"
- Tools: Actual commands, library names, file types
### 3. Descriptive Naming
**Use active voice, verb-first:**
-`creating-skills` not `skill-creation`
-`testing-skills-with-subagents` not `subagent-skill-testing`
### 4. Token Efficiency (Critical)
**Problem:** getting-started and frequently-referenced skills load into EVERY conversation. Every token counts.
**Target word counts:**
- getting-started workflows: <150 words each
- Frequently-loaded skills: <200 words total
- Other skills: <500 words (still be concise)
**Techniques:**
**Move details to tool help:**
```bash
# ❌ BAD: Document all flags in SKILL.md
search-conversations supports --text, --both, --after DATE, --before DATE, --limit N
# ✅ GOOD: Reference --help
search-conversations supports multiple modes and filters. Run --help for details.
```
**Use cross-references:**
```markdown
# ❌ BAD: Repeat workflow details
When searching, dispatch subagent with template...
[20 lines of repeated instructions]
# ✅ GOOD: Reference other skill
Always use subagents (50-100x context savings). See skills/getting-started for workflow.
```
**Compress examples:**
```markdown
# ❌ BAD: Verbose example (42 words)
your human partner: "How did we handle authentication errors in React Router before?"
You: I'll search past conversations for React Router authentication patterns.
[Dispatch subagent with search query: "React Router authentication error handling 401"]
# ✅ GOOD: Minimal example (20 words)
Partner: "How did we handle auth errors in React Router?"
You: Searching...
[Dispatch subagent → synthesis]
```
**Eliminate redundancy:**
- Don't repeat what's in cross-referenced skills
- Don't explain what's obvious from command
- Don't include multiple examples of same pattern
**Verification:**
```bash
wc -w skills/path/SKILL.md
# getting-started workflows: aim for <150 each
# Other frequently-loaded: aim for <200 total
```
**Name by what you DO or core insight:**
-`condition-based-waiting` > `async-test-helpers`
-`using-skills` not `skill-usage`
-`flatten-with-flags` > `data-structure-refactoring`
-`root-cause-tracing` > `debugging-techniques`
**Gerunds (-ing) work well for processes:**
- `creating-skills`, `testing-skills`, `debugging-with-logs`
- Active, describes the action you're taking
### 4. Content Repetition
Mention key concepts multiple times:
- In description
- In when_to_use
- In overview
- In section headers
Grep hits from multiple places = easier discovery
## Flowchart Usage
```dot
digraph when_flowchart {
"Need to show information?" [shape=diamond];
"Decision where I might go wrong?" [shape=diamond];
"Use markdown" [shape=box];
"Small inline flowchart" [shape=box];
"Need to show information?" -> "Decision where I might go wrong?" [label="yes"];
"Decision where I might go wrong?" -> "Small inline flowchart" [label="yes"];
"Decision where I might go wrong?" -> "Use markdown" [label="no"];
}
```
**Use flowcharts ONLY for:**
- Non-obvious decision points
- Process loops where you might stop too early
- "When to use A vs B" decisions
**Never use flowcharts for:**
- Reference material → Tables, lists
- Code examples → Markdown blocks
- Linear instructions → Numbered lists
- Labels without semantic meaning (step1, helper2)
See @graphviz-conventions.dot for graphviz style rules.
## Code Examples
**One excellent example beats many mediocre ones**
Choose most relevant language:
- Testing techniques → TypeScript/JavaScript
- System debugging → Shell/Python
- Data processing → Python
**Good example:**
- Complete and runnable
- Well-commented explaining WHY
- From real scenario
- Shows pattern clearly
- Ready to adapt (not generic template)
**Don't:**
- Implement in 5+ languages
- Create fill-in-the-blank templates
- Write contrived examples
You're good at porting - one great example is enough.
## File Organization
### Self-Contained Skill
```
defense-in-depth/
SKILL.md # Everything inline
```
When: All content fits, no heavy reference needed
### Skill with Reusable Tool
```
condition-based-waiting/
SKILL.md # Overview + patterns
example.ts # Working helpers to adapt
```
When: Tool is reusable code, not just narrative
### Skill with Heavy Reference
```
pptx/
SKILL.md # Overview + workflows
pptxgenjs.md # 600 lines API reference
ooxml.md # 500 lines XML structure
scripts/ # Executable tools
```
When: Reference material too large for inline
## The Iron Law (Same as TDD)
```
NO SKILL WITHOUT A FAILING TEST FIRST
```
Write skill before testing? Delete it. Start over.
**No exceptions:**
- Don't keep it as "reference"
- Don't "adapt" it while running tests
- Don't look at it
- Delete means delete
See skills/testing/test-driven-development for why this matters. Same principles apply to documentation.
## Testing All Skill Types
Different skill types need different test approaches:
### Discipline-Enforcing Skills (rules/requirements)
**Examples:** TDD, verification-before-completion, designing-before-coding
**Test with:**
- Academic questions: Do they understand the rules?
- Pressure scenarios: Do they comply under stress?
- Multiple pressures combined: time + sunk cost + exhaustion
- Identify rationalizations and add explicit counters
**Success criteria:** Agent follows rule under maximum pressure
### Technique Skills (how-to guides)
**Examples:** condition-based-waiting, root-cause-tracing, defensive-programming
**Test with:**
- Application scenarios: Can they apply the technique correctly?
- Variation scenarios: Do they handle edge cases?
- Missing information tests: Do instructions have gaps?
**Success criteria:** Agent successfully applies technique to new scenario
### Pattern Skills (mental models)
**Examples:** reducing-complexity, information-hiding concepts
**Test with:**
- Recognition scenarios: Do they recognize when pattern applies?
- Application scenarios: Can they use the mental model?
- Counter-examples: Do they know when NOT to apply?
**Success criteria:** Agent correctly identifies when/how to apply pattern
### Reference Skills (documentation/APIs)
**Examples:** API documentation, command references, library guides
**Test with:**
- Retrieval scenarios: Can they find the right information?
- Application scenarios: Can they use what they found correctly?
- Gap testing: Are common use cases covered?
**Success criteria:** Agent finds and correctly applies reference information
## Common Rationalizations for Skipping Testing
| Excuse | Reality |
|--------|---------|
| "Skill is obviously clear" | Clear to you ≠ clear to other agents. Test it. |
| "It's just a reference" | References can have gaps, unclear sections. Test retrieval. |
| "Testing is overkill" | Untested skills have issues. Always. 15 min testing saves hours. |
| "I'll test if problems emerge" | Problems = agents can't use skill. Test BEFORE deploying. |
| "Too tedious to test" | Testing is less tedious than debugging bad skill in production. |
| "I'm confident it's good" | Overconfidence guarantees issues. Test anyway. |
| "Academic review is enough" | Reading ≠ using. Test application scenarios. |
| "No time to test" | Deploying untested skill wastes more time fixing it later. |
**All of these mean: Test before deploying. No exceptions.**
## Bulletproofing Skills Against Rationalization
Skills that enforce discipline (like TDD) need to resist rationalization. Agents are smart and will find loopholes when under pressure.
### Close Every Loophole Explicitly
Don't just state the rule - forbid specific workarounds:
<Bad>
```markdown
Write code before test? Delete it.
```
</Bad>
<Good>
```markdown
Write code before test? Delete it. Start over.
**No exceptions:**
- Don't keep it as "reference"
- Don't "adapt" it while writing tests
- Don't look at it
- Delete means delete
```
</Good>
### Address "Spirit vs Letter" Arguments
Add foundational principle early:
```markdown
**Violating the letter of the rules is violating the spirit of the rules.**
```
This cuts off entire class of "I'm following the spirit" rationalizations.
### Build Rationalization Table
Capture rationalizations from baseline testing (see Testing section below). Every excuse agents make goes in the table:
```markdown
| Excuse | Reality |
|--------|---------|
| "Too simple to test" | Simple code breaks. Test takes 30 seconds. |
| "I'll test after" | Tests passing immediately prove nothing. |
| "Tests after achieve same goals" | Tests-after = "what does this do?" Tests-first = "what should this do?" |
```
### Create Red Flags List
Make it easy for agents to self-check when rationalizing:
```markdown
## Red Flags - STOP and Start Over
- Code before test
- "I already manually tested it"
- "Tests after achieve the same purpose"
- "It's about spirit not ritual"
- "This is different because..."
**All of these mean: Delete code. Start over with TDD.**
```
### Update CSO for Violation Symptoms
Add to when_to_use: symptoms of when you're ABOUT to violate the rule:
```yaml
when_to_use: Every feature and bugfix. When you wrote code before tests.
When you're tempted to test after. When manually testing seems faster.
```
## RED-GREEN-REFACTOR for Skills
Follow the TDD cycle:
### RED: Write Failing Test (Baseline)
Run pressure scenario with subagent WITHOUT the skill. Document exact behavior:
- What choices did they make?
- What rationalizations did they use (verbatim)?
- Which pressures triggered violations?
This is "watch the test fail" - you must see what agents naturally do before writing the skill.
### GREEN: Write Minimal Skill
Write skill that addresses those specific rationalizations. Don't add extra content for hypothetical cases.
Run same scenarios WITH skill. Agent should now comply.
### REFACTOR: Close Loopholes
Agent found new rationalization? Add explicit counter. Re-test until bulletproof.
**See skills/testing-skills-with-subagents for:**
- How to write pressure scenarios
- Pressure types (time, sunk cost, authority, exhaustion)
- Plugging holes systematically
- Meta-testing techniques
## Anti-Patterns
### ❌ Narrative Example
"In session 2025-10-03, we found empty projectDir caused..."
**Why bad:** Too specific, not reusable
### ❌ Multi-Language Dilution
example-js.js, example-py.py, example-go.go
**Why bad:** Mediocre quality, maintenance burden
### ❌ Code in Flowcharts
```dot
step1 [label="import fs"];
step2 [label="read file"];
```
**Why bad:** Can't copy-paste, hard to read
### ❌ Generic Labels
helper1, helper2, step3, pattern4
**Why bad:** Labels should have semantic meaning
## STOP: Before Moving to Next Skill
**After writing ANY skill, you MUST STOP and complete the deployment process.**
**Do NOT:**
- Create multiple skills in batch without testing each
- Update INDEX.md before testing skills
- Move to next skill before current one is verified
- Skip testing because "batching is more efficient"
**The deployment checklist below is MANDATORY for EACH skill.**
Deploying untested skills = deploying untested code. It's a violation of quality standards.
## Skill Creation Checklist (TDD Adapted)
**IMPORTANT: Use TodoWrite to create todos for EACH checklist item below.**
**RED Phase - Write Failing Test:**
- [ ] Create pressure scenarios (3+ combined pressures for discipline skills)
- [ ] Run scenarios WITHOUT skill - document baseline behavior verbatim
- [ ] Identify patterns in rationalizations/failures
**GREEN Phase - Write Minimal Skill:**
- [ ] Name describes what you DO or core insight
- [ ] YAML frontmatter with rich when_to_use (include symptoms!)
- [ ] Keywords throughout for search (errors, symptoms, tools)
- [ ] Clear overview with core principle
- [ ] Address specific baseline failures identified in RED
- [ ] Code inline OR @link to separate file
- [ ] One excellent example (not multi-language)
- [ ] Run scenarios WITH skill - verify agents now comply
**REFACTOR Phase - Close Loopholes:**
- [ ] Identify NEW rationalizations from testing
- [ ] Add explicit counters (if discipline skill)
- [ ] Build rationalization table from all test iterations
- [ ] Create red flags list
- [ ] Re-test until bulletproof
**Quality Checks:**
- [ ] Small flowchart only if decision non-obvious
- [ ] Quick reference table
- [ ] Common mistakes section
- [ ] No narrative storytelling
- [ ] Supporting files only for tools or heavy reference
## Discovery Workflow
How future Claude finds your skill:
1. **Encounters problem** ("tests are flaky")
2. **Greps skills** (`grep -r "flaky" ~/.claude/skills/`)
3. **Finds SKILL.md** (rich when_to_use matches)
4. **Scans overview** (is this relevant?)
5. **Reads patterns** (quick reference table)
6. **Loads example** (only when implementing)
**Optimize for this flow** - put searchable terms early and often.
## The Bottom Line
**Creating skills IS TDD for process documentation.**
Same Iron Law: No skill without failing test first.
Same cycle: RED (baseline) → GREEN (write skill) → REFACTOR (close loopholes).
Same benefits: Better quality, fewer surprises, bulletproof results.
If you follow TDD for code, follow it for skills. It's the same discipline applied to documentation.

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digraph STYLE_GUIDE {
// The style guide for our process DSL, written in the DSL itself
// Node type examples with their shapes
subgraph cluster_node_types {
label="NODE TYPES AND SHAPES";
// Questions are diamonds
"Is this a question?" [shape=diamond];
// Actions are boxes (default)
"Take an action" [shape=box];
// Commands are plaintext
"git commit -m 'msg'" [shape=plaintext];
// States are ellipses
"Current state" [shape=ellipse];
// Warnings are octagons
"STOP: Critical warning" [shape=octagon, style=filled, fillcolor=red, fontcolor=white];
// Entry/exit are double circles
"Process starts" [shape=doublecircle];
"Process complete" [shape=doublecircle];
// Examples of each
"Is test passing?" [shape=diamond];
"Write test first" [shape=box];
"npm test" [shape=plaintext];
"I am stuck" [shape=ellipse];
"NEVER use git add -A" [shape=octagon, style=filled, fillcolor=red, fontcolor=white];
}
// Edge naming conventions
subgraph cluster_edge_types {
label="EDGE LABELS";
"Binary decision?" [shape=diamond];
"Yes path" [shape=box];
"No path" [shape=box];
"Binary decision?" -> "Yes path" [label="yes"];
"Binary decision?" -> "No path" [label="no"];
"Multiple choice?" [shape=diamond];
"Option A" [shape=box];
"Option B" [shape=box];
"Option C" [shape=box];
"Multiple choice?" -> "Option A" [label="condition A"];
"Multiple choice?" -> "Option B" [label="condition B"];
"Multiple choice?" -> "Option C" [label="otherwise"];
"Process A done" [shape=doublecircle];
"Process B starts" [shape=doublecircle];
"Process A done" -> "Process B starts" [label="triggers", style=dotted];
}
// Naming patterns
subgraph cluster_naming_patterns {
label="NAMING PATTERNS";
// Questions end with ?
"Should I do X?";
"Can this be Y?";
"Is Z true?";
"Have I done W?";
// Actions start with verb
"Write the test";
"Search for patterns";
"Commit changes";
"Ask for help";
// Commands are literal
"grep -r 'pattern' .";
"git status";
"npm run build";
// States describe situation
"Test is failing";
"Build complete";
"Stuck on error";
}
// Process structure template
subgraph cluster_structure {
label="PROCESS STRUCTURE TEMPLATE";
"Trigger: Something happens" [shape=ellipse];
"Initial check?" [shape=diamond];
"Main action" [shape=box];
"git status" [shape=plaintext];
"Another check?" [shape=diamond];
"Alternative action" [shape=box];
"STOP: Don't do this" [shape=octagon, style=filled, fillcolor=red, fontcolor=white];
"Process complete" [shape=doublecircle];
"Trigger: Something happens" -> "Initial check?";
"Initial check?" -> "Main action" [label="yes"];
"Initial check?" -> "Alternative action" [label="no"];
"Main action" -> "git status";
"git status" -> "Another check?";
"Another check?" -> "Process complete" [label="ok"];
"Another check?" -> "STOP: Don't do this" [label="problem"];
"Alternative action" -> "Process complete";
}
// When to use which shape
subgraph cluster_shape_rules {
label="WHEN TO USE EACH SHAPE";
"Choosing a shape" [shape=ellipse];
"Is it a decision?" [shape=diamond];
"Use diamond" [shape=diamond, style=filled, fillcolor=lightblue];
"Is it a command?" [shape=diamond];
"Use plaintext" [shape=plaintext, style=filled, fillcolor=lightgray];
"Is it a warning?" [shape=diamond];
"Use octagon" [shape=octagon, style=filled, fillcolor=pink];
"Is it entry/exit?" [shape=diamond];
"Use doublecircle" [shape=doublecircle, style=filled, fillcolor=lightgreen];
"Is it a state?" [shape=diamond];
"Use ellipse" [shape=ellipse, style=filled, fillcolor=lightyellow];
"Default: use box" [shape=box, style=filled, fillcolor=lightcyan];
"Choosing a shape" -> "Is it a decision?";
"Is it a decision?" -> "Use diamond" [label="yes"];
"Is it a decision?" -> "Is it a command?" [label="no"];
"Is it a command?" -> "Use plaintext" [label="yes"];
"Is it a command?" -> "Is it a warning?" [label="no"];
"Is it a warning?" -> "Use octagon" [label="yes"];
"Is it a warning?" -> "Is it entry/exit?" [label="no"];
"Is it entry/exit?" -> "Use doublecircle" [label="yes"];
"Is it entry/exit?" -> "Is it a state?" [label="no"];
"Is it a state?" -> "Use ellipse" [label="yes"];
"Is it a state?" -> "Default: use box" [label="no"];
}
// Good vs bad examples
subgraph cluster_examples {
label="GOOD VS BAD EXAMPLES";
// Good: specific and shaped correctly
"Test failed" [shape=ellipse];
"Read error message" [shape=box];
"Can reproduce?" [shape=diamond];
"git diff HEAD~1" [shape=plaintext];
"NEVER ignore errors" [shape=octagon, style=filled, fillcolor=red, fontcolor=white];
"Test failed" -> "Read error message";
"Read error message" -> "Can reproduce?";
"Can reproduce?" -> "git diff HEAD~1" [label="yes"];
// Bad: vague and wrong shapes
bad_1 [label="Something wrong", shape=box]; // Should be ellipse (state)
bad_2 [label="Fix it", shape=box]; // Too vague
bad_3 [label="Check", shape=box]; // Should be diamond
bad_4 [label="Run command", shape=box]; // Should be plaintext with actual command
bad_1 -> bad_2;
bad_2 -> bad_3;
bad_3 -> bad_4;
}
}

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---
name: Gardening Skills Wiki
description: Maintain skills wiki health - check links, naming, cross-references, and coverage
when_to_use: When adding/removing skills. When reorganizing categories. When links feel broken. Periodically (weekly/monthly) to maintain wiki health. When INDEX files don't match directory structure. When cross-references might be stale.
version: 1.0.0
languages: bash
---
# Gardening Skills Wiki
## Overview
The skills wiki needs regular maintenance to stay healthy: links break, skills get orphaned, naming drifts, INDEX files fall out of sync.
**Core principle:** Automate health checks to maintain wiki quality without burning tokens on manual inspection.
## When to Use
**Run gardening after:**
- Adding new skills
- Removing or renaming skills
- Reorganizing categories
- Updating cross-references
- Suspicious that links are broken
**Periodic maintenance:**
- Weekly during active development
- Monthly during stable periods
## Quick Health Check
```bash
# Run all checks
~/.claude/skills/meta/gardening-skills-wiki/garden.sh
# Or run specific checks
~/.claude/skills/meta/gardening-skills-wiki/check-links.sh
~/.claude/skills/meta/gardening-skills-wiki/check-naming.sh
~/.claude/skills/meta/gardening-skills-wiki/check-index-coverage.sh
# Analyze search gaps (what skills are missing)
~/.claude/skills/meta/gardening-skills-wiki/analyze-search-gaps.sh
```
The master script runs all checks and provides a health report.
## What Gets Checked
### 1. Link Validation (`check-links.sh`)
**Checks:**
- Backtick-wrapped `@` links - backticks disable resolution
- Relative paths like skills/ or skills/gardening-skills-wiki/~/ - should use skills/ absolute paths
- All `skills/` references resolve to existing files
- Skills referenced in INDEX files exist
- Orphaned skills (not in any INDEX)
**Fixes:**
- Remove backticks from @ references
- Convert skills/ and skills/gardening-skills-wiki/~/ relative paths to skills/ absolute paths
- Update broken skills/ references to correct paths
- Add orphaned skills to their category INDEX
- Remove references to deleted skills
### 2. Naming Consistency (`check-naming.sh`)
**Checks:**
- Directory names are kebab-case
- No uppercase or underscores in directory names
- Frontmatter fields present (name, description, when_to_use, version, type)
- Skill names use active voice (not "How to...")
- Empty directories
**Fixes:**
- Rename directories to kebab-case
- Add missing frontmatter fields
- Remove empty directories
- Rephrase names to active voice
### 3. INDEX Coverage (`check-index-coverage.sh`)
**Checks:**
- All skills listed in their category INDEX
- All category INDEX files linked from main INDEX
- Skills have descriptions in INDEX entries
**Fixes:**
- Add missing skills to INDEX files
- Add category links to main INDEX
- Add descriptions for INDEX entries
## Common Issues and Fixes
### Broken Links
```
❌ BROKEN: skills/debugging/root-cause-tracing
Target: /path/to/skills/debugging/root-cause-tracing/SKILL.md
```
**Fix:** Update the reference path - skill might have moved or been renamed.
### Orphaned Skills
```
⚠️ ORPHANED: test-invariants/SKILL.md not in testing/INDEX.md
```
**Fix:** Add to the category INDEX:
```markdown
- skills/gardening-skills-wiki/test-invariants - Description of skill
```
### Backtick-Wrapped Links
```
❌ BACKTICKED: skills/testing/condition-based-waiting on line 31
File: getting-started/SKILL.md
Fix: Remove backticks - use bare @ reference
```
**Fix:** Remove backticks:
```markdown
# ❌ Bad - backticks disable link resolution
`skills/testing/condition-based-waiting`
# ✅ Good - bare @ reference
skills/testing/condition-based-waiting
```
### Relative Path Links
```
❌ RELATIVE: skills/testing in coding/SKILL.md
Fix: Use skills/ absolute path instead
```
**Fix:** Convert to absolute path:
```markdown
# ❌ Bad - relative paths are brittle
skills/testing/condition-based-waiting
# ✅ Good - absolute skills/ path
skills/testing/condition-based-waiting
```
### Naming Issues
```
⚠️ Mixed case: TestingPatterns (should be kebab-case)
```
**Fix:** Rename directory:
```bash
cd ~/.claude/skills/testing
mv TestingPatterns testing-patterns
# Update all references to old name
```
### Missing from INDEX
```
❌ NOT INDEXED: condition-based-waiting/SKILL.md
```
**Fix:** Add to `testing/INDEX.md`:
```markdown
## Available Skills
- skills/gardening-skills-wiki/condition-based-waiting - Replace timeouts with condition polling
```
### Empty Directories
```
⚠️ EMPTY: event-based-testing
```
**Fix:** Remove if no longer needed:
```bash
rm -rf ~/.claude/skills/event-based-testing
```
## Naming Conventions
### Directory Names
- **Format:** kebab-case (lowercase with hyphens)
- **Process skills:** Use gerunds when appropriate (`creating-skills`, `testing-skills`)
- **Pattern skills:** Use core concept (`flatten-with-flags`, `test-invariants`)
- **Avoid:** Mixed case, underscores, passive voice starters ("how-to-")
### Frontmatter Requirements
**Required fields:**
- `name`: Human-readable name
- `description`: One-line summary
- `when_to_use`: Symptoms and situations (CSO-critical)
- `version`: Semantic version
**Optional fields:**
- `languages`: Applicable languages
- `dependencies`: Required tools
- `context`: Special context (e.g., "AI-assisted development")
## Automation Workflow
### After Adding New Skill
```bash
# 1. Create skill
mkdir -p ~/.claude/skills/category/new-skill
vim ~/.claude/skills/category/new-skill/SKILL.md
# 2. Add to category INDEX
vim ~/.claude/skills/category/INDEX.md
# 3. Run health check
~/.claude/skills/meta/gardening-skills-wiki/garden.sh
# 4. Fix any issues reported
```
### After Reorganizing
```bash
# 1. Move/rename skills
mv ~/.claude/skills/old-category/skill ~/.claude/skills/new-category/
# 2. Update all references (grep for old paths)
grep -r "skills/gardening-skills-wiki/old-category/skill" ~/.claude/skills/
# 3. Run health check
~/.claude/skills/meta/gardening-skills-wiki/garden.sh
# 4. Fix broken links
```
### Periodic Maintenance
```bash
# Monthly: Run full health check
~/.claude/skills/meta/gardening-skills-wiki/garden.sh
# Review and fix:
# - ❌ errors (broken links, missing skills)
# - ⚠️ warnings (naming, empty dirs)
```
## The Scripts
### `garden.sh` (Master)
Runs all health checks and provides comprehensive report.
**Usage:**
```bash
~/.claude/skills/meta/gardening-skills-wiki/garden.sh [skills_dir]
```
### `check-links.sh`
Validates all `@` references and cross-links.
**Checks:**
- Backtick-wrapped `@` links (disables resolution)
- Relative paths (`skills/` or `skills/gardening-skills-wiki/~/`) - should be `skills/`
- `@` reference resolution to existing files
- Skills in INDEX files exist
- Orphaned skills detection
### `check-naming.sh`
Validates naming conventions and frontmatter.
**Checks:**
- Directory name format
- Frontmatter completeness
- Empty directories
### `check-index-coverage.sh`
Validates INDEX completeness.
**Checks:**
- Skills listed in category INDEX
- Categories linked in main INDEX
- Descriptions present
## Quick Reference
| Issue | Script | Fix |
|-------|--------|-----|
| Backtick-wrapped links | `check-links.sh` | Remove backticks from `@` refs |
| Relative paths | `check-links.sh` | Convert to `skills/` absolute |
| Broken links | `check-links.sh` | Update `@` references |
| Orphaned skills | `check-links.sh` | Add to INDEX |
| Naming issues | `check-naming.sh` | Rename directories |
| Empty dirs | `check-naming.sh` | Remove with `rm -rf` |
| Missing from INDEX | `check-index-coverage.sh` | Add to INDEX.md |
| No description | `check-index-coverage.sh` | Add to INDEX entry |
## Output Symbols
-**Pass** - Item is correct
-**Error** - Must fix (broken link, missing skill)
- ⚠️ **Warning** - Should fix (naming, empty dir)
- **Info** - Informational (no action needed)
## Integration with Workflow
**Before committing skill changes:**
```bash
~/.claude/skills/meta/gardening-skills-wiki/garden.sh
# Fix all ❌ errors
# Consider fixing ⚠️ warnings
git add .
git commit -m "Add/update skills"
```
**When links feel suspicious:**
```bash
~/.claude/skills/meta/gardening-skills-wiki/check-links.sh
```
**When INDEX seems incomplete:**
```bash
~/.claude/skills/meta/gardening-skills-wiki/check-index-coverage.sh
```
## Common Rationalizations
| Excuse | Reality |
|--------|---------|
| "Will check links manually" | Automated check is faster and more thorough |
| "INDEX probably fine" | Orphaned skills happen - always verify |
| "Naming doesn't matter" | Consistency aids discovery and maintenance |
| "Empty dir harmless" | Clutter confuses future maintainers |
| "Can skip periodic checks" | Issues compound - regular maintenance prevents big cleanups |
## Real-World Impact
**Without gardening:**
- Broken links discovered during urgent tasks
- Orphaned skills never found
- Naming drifts over time
- INDEX files fall out of sync
**With gardening:**
- 30-second health check catches issues early
- Automated validation prevents manual inspection
- Consistent structure aids discovery
- Wiki stays maintainable
## The Bottom Line
**Don't manually inspect - automate the checks.**
Run `garden.sh` after changes and periodically. Fix ❌ errors immediately, address ⚠️ warnings when convenient.
Maintained wiki = findable skills = reusable knowledge.

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#!/usr/bin/env bash
# Analyze failed skills-search queries to identify missing skills
set -euo pipefail
SKILLS_DIR="${HOME}/.claude/skills"
LOG_FILE="${SKILLS_DIR}/.search-log.jsonl"
if [[ ! -f "$LOG_FILE" ]]; then
echo "No search log found at $LOG_FILE"
exit 0
fi
echo "Skills Search Gap Analysis"
echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
echo ""
# Count total searches
total=$(wc -l < "$LOG_FILE")
echo "Total searches: $total"
echo ""
# Extract and count unique queries
echo "Most common searches:"
jq -r '.query' "$LOG_FILE" 2>/dev/null | sort | uniq -c | sort -rn | head -20
echo ""
echo "Recent searches (last 10):"
tail -10 "$LOG_FILE" | jq -r '"\(.timestamp) - \(.query)"' 2>/dev/null
echo ""
echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
echo ""
echo "High-frequency searches indicate missing skills."
echo "Review patterns and create skills as needed."

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@@ -0,0 +1,70 @@
#!/bin/bash
# Check that all skills are properly listed in INDEX files
SKILLS_DIR="${1:-$HOME/Documents/GitHub/dotfiles/.claude/skills}"
echo "## INDEX Coverage"
# For each category with an INDEX
for category_dir in "$SKILLS_DIR"/*/; do
category=$(basename "$category_dir")
# Skip if not a directory
[[ ! -d "$category_dir" ]] && continue
index_file="$category_dir/INDEX.md"
# Skip if no INDEX (meta directories might not have one)
[[ ! -f "$index_file" ]] && continue
# Find all SKILL.md files in this category
skill_count=0
indexed_count=0
missing_count=0
while IFS= read -r skill_file; do
skill_count=$((skill_count + 1))
skill_name=$(basename $(dirname "$skill_file"))
# Check if skill is referenced in INDEX
if grep -q "@$skill_name/SKILL.md" "$index_file"; then
indexed_count=$((indexed_count + 1))
else
echo " ❌ NOT INDEXED: $skill_name/SKILL.md"
missing_count=$((missing_count + 1))
fi
done < <(find "$category_dir" -mindepth 2 -type f -name "SKILL.md")
if [ $skill_count -gt 0 ] && [ $missing_count -eq 0 ]; then
echo "$category: all $skill_count skills indexed"
elif [ $missing_count -gt 0 ]; then
echo " ⚠️ $category: $missing_count/$skill_count skills missing"
fi
done
echo ""
# Verify INDEX entries have descriptions
find "$SKILLS_DIR" -type f -name "INDEX.md" | while read -r index_file; do
category=$(basename $(dirname "$index_file"))
# Extract skill references
grep -o '@[a-zA-Z0-9-]*/SKILL\.md' "$index_file" | while read -r ref; do
skill_name=${ref#@}
skill_name=${skill_name%/SKILL.md}
# Get the line with the reference
line_num=$(grep -n "$ref" "$index_file" | cut -d: -f1)
# Check if there's a description on the same line or next line
description=$(sed -n "${line_num}p" "$index_file" | sed "s|.*$ref *- *||")
if [[ -z "$description" || "$description" == *"$ref"* ]]; then
# No description on same line, check next line
next_line=$((line_num + 1))
description=$(sed -n "${next_line}p" "$index_file")
if [[ -z "$description" ]]; then
echo " ⚠️ NO DESCRIPTION: $category/INDEX.md reference to $skill_name"
fi
fi
done
done

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#!/bin/bash
# Check for @ links (force-load context) and validate skill path references
SKILLS_DIR="${1:-$HOME/Documents/GitHub/dotfiles/.claude/skills}"
echo "## Links & References"
broken_refs=0
backticked_refs=0
relative_refs=0
at_links=0
while IFS= read -r file; do
# Extract @ references - must start line, be after space/paren/dash, or be standalone
# Exclude: emails, decorators, code examples with @staticmethod/@example
# First, check for backtick-wrapped @ links
grep -nE '`[^`]*@[a-zA-Z0-9._~/-]+\.(md|sh|ts|js|py)[^`]*`' "$file" | while IFS=: read -r line_num match; do
# Get actual line to check if in code block
actual_line=$(sed -n "${line_num}p" "$file")
# Skip if line is indented (code block) or in fenced code
if [[ "$actual_line" =~ ^[[:space:]]{4,} ]]; then
continue
fi
code_block_count=$(sed -n "1,${line_num}p" "$file" | grep -c '^```')
if [ $((code_block_count % 2)) -eq 1 ]; then
continue
fi
ref=$(echo "$match" | grep -o '@[a-zA-Z0-9._~/-]*\.[a-zA-Z0-9]*')
echo " ❌ BACKTICKED: $ref on line $line_num"
echo " File: $(basename $(dirname "$file"))/$(basename "$file")"
echo " Fix: Remove backticks - use bare @ reference"
backticked_refs=$((backticked_refs + 1))
done
# Check for ANY @ links to .md/.sh/.ts/.js/.py files (force-loads, burns context)
grep -nE '(^|[ \(>-])@[a-zA-Z0-9._/-]+\.(md|sh|ts|js|py)' "$file" | \
grep -v '@[a-zA-Z0-9._%+-]*@' | \
grep -v 'email.*@' | \
grep -v '`.*@.*`' | while IFS=: read -r line_num match; do
ref=$(echo "$match" | grep -o '@[a-zA-Z0-9._/-]+\.(md|sh|ts|js|py)')
ref_path="${ref#@}"
# Skip if in fenced code block
actual_line=$(sed -n "${line_num}p" "$file")
if [[ "$actual_line" =~ ^[[:space:]]{4,} ]]; then
continue
fi
code_block_count=$(sed -n "1,${line_num}p" "$file" | grep -c '^```')
if [ $((code_block_count % 2)) -eq 1 ]; then
continue
fi
# Any @ link is wrong - should use skills/path format
echo " ❌ @ LINK: $ref on line $line_num"
echo " File: $(basename $(dirname "$file"))/$(basename "$file")"
# Suggest correct format
if [[ "$ref_path" == skills/* ]]; then
# @skills/category/name/SKILL.md → skills/category/name
corrected="${ref_path#skills/}"
corrected="${corrected%/SKILL.md}"
echo " Fix: $ref → skills/$corrected"
elif [[ "$ref_path" == ../* ]]; then
echo " Fix: Convert to skills/category/skill-name format"
else
echo " Fix: Convert to skills/category/skill-name format"
fi
at_links=$((at_links + 1))
done
done < <(find "$SKILLS_DIR" -type f -name "*.md")
# Summary
total_issues=$((backticked_refs + at_links))
if [ $total_issues -eq 0 ]; then
echo " ✅ All skill references OK"
else
[ $backticked_refs -gt 0 ] && echo "$backticked_refs backticked references"
[ $at_links -gt 0 ] && echo "$at_links @ links (force-load context)"
fi
echo ""
echo "Correct format: skills/category/skill-name"
echo " ❌ Bad: @skills/path/SKILL.md (force-loads) or @../path (brittle)"
echo " ✅ Good: skills/category/skill-name (load with Read tool when needed)"
echo ""
# Verify all skills mentioned in INDEX files exist
find "$SKILLS_DIR" -type f -name "INDEX.md" | while read -r index_file; do
index_dir=$(dirname "$index_file")
# Extract skill references (format: @skill-name/SKILL.md)
grep -o '@[a-zA-Z0-9-]*/SKILL\.md' "$index_file" | while read -r skill_ref; do
skill_path="$index_dir/${skill_ref#@}"
if [[ ! -f "$skill_path" ]]; then
echo " ❌ BROKEN: $skill_ref in $(basename "$index_dir")/INDEX.md"
echo " Expected: $skill_path"
fi
done
done
echo ""
find "$SKILLS_DIR" -type f -path "*/*/SKILL.md" | while read -r skill_file; do
skill_dir=$(basename $(dirname "$skill_file"))
category_dir=$(dirname $(dirname "$skill_file"))
index_file="$category_dir/INDEX.md"
if [[ -f "$index_file" ]]; then
if ! grep -q "@$skill_dir/SKILL.md" "$index_file"; then
echo " ⚠️ ORPHANED: $skill_dir/SKILL.md not in $(basename "$category_dir")/INDEX.md"
fi
fi
done

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@@ -0,0 +1,72 @@
#!/bin/bash
# Check naming consistency in skills wiki
SKILLS_DIR="${1:-$HOME/Documents/GitHub/dotfiles/.claude/skills}"
echo "## Naming & Structure"
issues=0
find "$SKILLS_DIR" -type d -mindepth 2 -maxdepth 2 | while read -r dir; do
dir_name=$(basename "$dir")
# Skip if it's an INDEX or top-level category
if [[ "$dir_name" == "INDEX.md" ]] || [[ $(dirname "$dir") == "$SKILLS_DIR" ]]; then
continue
fi
# Check for naming issues
if [[ "$dir_name" =~ [A-Z] ]]; then
echo " ⚠️ Mixed case: $dir_name (should be kebab-case)"
issues=$((issues + 1))
fi
if [[ "$dir_name" =~ _ ]]; then
echo " ⚠️ Underscore: $dir_name (should use hyphens)"
issues=$((issues + 1))
fi
# Check if name follows gerund pattern for process skills
if [[ -f "$dir/SKILL.md" ]]; then
type=$(grep "^type:" "$dir/SKILL.md" | head -1 | cut -d: -f2 | xargs)
if [[ "$type" == "technique" ]] && [[ ! "$dir_name" =~ ing$ ]] && [[ ! "$dir_name" =~ -with- ]] && [[ ! "$dir_name" =~ ^test- ]]; then
# Techniques might want -ing but not required
:
fi
fi
done
[ $issues -eq 0 ] && echo " ✅ Directory names OK" || echo " ⚠️ $issues naming issues"
echo ""
find "$SKILLS_DIR" -type d -empty | while read -r empty_dir; do
echo " ⚠️ EMPTY: $(realpath --relative-to="$SKILLS_DIR" "$empty_dir" 2>/dev/null || echo "$empty_dir")"
done
echo ""
find "$SKILLS_DIR" -type f -name "SKILL.md" | while read -r skill_file; do
skill_name=$(basename $(dirname "$skill_file"))
# Check for required fields
if ! grep -q "^name:" "$skill_file"; then
echo " ❌ MISSING 'name': $skill_name/SKILL.md"
fi
if ! grep -q "^description:" "$skill_file"; then
echo " ❌ MISSING 'description': $skill_name/SKILL.md"
fi
if ! grep -q "^when_to_use:" "$skill_file"; then
echo " ❌ MISSING 'when_to_use': $skill_name/SKILL.md"
fi
if ! grep -q "^version:" "$skill_file"; then
echo " ⚠️ MISSING 'version': $skill_name/SKILL.md"
fi
# Check for active voice in name (should not start with "How to")
name_value=$(grep "^name:" "$skill_file" | head -1 | cut -d: -f2- | xargs)
if [[ "$name_value" =~ ^How\ to ]]; then
echo " ⚠️ Passive name: $skill_name has 'How to' prefix (prefer active voice)"
fi
done

View File

@@ -0,0 +1,25 @@
#!/bin/bash
# Master gardening script for skills wiki maintenance
SKILLS_DIR="${1:-$HOME/Documents/GitHub/dotfiles/.claude/skills}"
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
echo "=== Skills Wiki Health Check ==="
echo ""
# Make scripts executable if not already
chmod +x "$SCRIPT_DIR"/*.sh 2>/dev/null
# Run all checks
bash "$SCRIPT_DIR/check-naming.sh" "$SKILLS_DIR"
echo ""
bash "$SCRIPT_DIR/check-links.sh" "$SKILLS_DIR"
echo ""
bash "$SCRIPT_DIR/check-index-coverage.sh" "$SKILLS_DIR"
echo ""
echo "=== Health Check Complete ==="
echo ""
echo "Fix: ❌ errors (broken/missing) | Consider: ⚠️ warnings | ✅ = correct"

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<EXTREMELY_IMPORTANT>
You have a personal skills wiki at ~/.claude/skills/ with proven techniques, patterns, and tools that give you new capabilities.
STOP. Before doing ANYTHING else in this conversation, read this file: @skills/getting-started/SKILL.md
That file tells you how to find and use your skills.
ONLY after reading getting-started, are you allowed to proceed with the user's request.
When your partner proposes building or creating something, immediately use skills/collaboration/brainstorming
CRITICAL: If a skill exists for your task, you MUST use it - even if you think you're already good at that. You're not. The skill prevents mistakes you don't know you make. SKILLS EXIST AND YOU DIDN'T USE THEM = FAILED TASK.
</EXTREMELY_IMPORTANT>

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@@ -0,0 +1,224 @@
---
name: Installing Skills System
description: Fork, clone to ~/.clank, run installer, edit CLAUDE.md
when_to_use: Initial setup, installing clank for the first time
version: 2.0.0
languages: bash
---
# Installing Skills System
## Overview
Installs the clank skills repository to `~/.clank/clank` and configures Claude to use it.
**For Claude agents:** Follow the "Installation Steps for Claude" section below.
**For humans:** Follow the "Quick Install" section.
## Installation Steps for Claude
When instructed to install clank, follow these steps exactly:
### Step 1: Clone Repository
**With GitHub CLI (if available):**
```bash
mkdir -p ~/.clank
cd ~/.clank
gh repo fork obra/clank --clone --remote-name upstream
```
**Without GitHub CLI:**
```bash
mkdir -p ~/.clank
cd ~/.clank
git clone https://github.com/obra/clank.git
```
### Step 2: Run Installer
```bash
cd ~/.clank/clank
./skills/meta/installing-skills/install.sh
```
This creates symlinks for skills and commands.
### Step 3: Update CLAUDE.md
Use the Edit tool to add this XML section to the very beginning of `~/.claude/CLAUDE.md`:
```xml
<EXTREMELY_IMPORTANT>
You have a personal skills wiki at ~/.claude/skills/ with proven techniques, patterns, and tools that give you new capabilities.
STOP. Before doing ANYTHING else in this conversation, read this file: skills/getting-started
That file tells you how to find and use your skills.
ONLY after reading getting-started, are you allowed to proceed with the user's request.
CRITICAL: If a skill exists for your task, you MUST use it - even if you think you're already good at that. You're not. The skill prevents mistakes you don't know you make. SKILLS EXIST AND YOU DIDN'T USE THEM = FAILED TASK.
</EXTREMELY_IMPORTANT>
```
### Step 4: Verify Installation
```bash
ls -la ~/.claude/skills
ls -la ~/.claude/commands
~/.claude/skills/getting-started/skills-search 'test.*driven'
```
### Step 5: Restart
Tell your human partner: "Installation complete. Please restart your Claude session to pick up the new CLAUDE.md configuration."
## Quick Install (for humans)
```bash
curl -fsSL https://raw.githubusercontent.com/obra/clank/main/skills/meta/installing-skills/install.sh | bash
# Then manually add CLAUDE.md section from Step 3 above
```
## What install.sh Does
1. **Validates** you're running from clank repo root (expects ~/.clank/clank)
2. **Backs up** existing `~/.claude/skills` (if exists) to timestamped backup
3. **Creates skills symlink**: `~/.claude/skills``~/.clank/clank/skills`
4. **Symlinks individual commands** from `~/.clank/clank/commands/*.md` to `~/.claude/commands/`
5. **Verifies** tools available (skills-search at `~/.claude/skills/getting-started/skills-search`)
6. **Prints** CLAUDE.md XML snippet to add and verification steps
## Verification
After installation, verify it worked:
```bash
# Should show symlink to ~/.clank/clank/skills
ls -la ~/.claude/skills
# Should show individual command symlinks
ls -la ~/.claude/commands/
# Test skills-search tool
~/.claude/skills/getting-started/skills-search 'test.*driven'
```
## What Gets Installed
**Skills** (`~/.claude/skills/`):
- Library of proven techniques, patterns, and tools
- Referenced with `@` syntax in code and documentation
- Searchable with `skills-search` tool
**Commands** (`~/.claude/commands/`):
- Individual symlinks to clank command files
- Slash commands for Claude (`/brainstorm`, `/write-plan`, `/execute-plan`)
- Each command references a skill using `@` syntax
- Makes common workflows one command away
**Tools** (`~/.claude/skills/getting-started/`):
- `skills-search` - Find relevant skills using grep patterns
- Logs failed searches for gap analysis
## Why Fork?
Forking lets you:
- **Customize** skills and commands for your workflow
- **Contribute** improvements back via PR (see skills/contributing-skills)
- **Stay synced** with upstream updates (`git pull upstream main`)
- **Track** your customizations in version control
## Configure CLAUDE.md
After installation, edit your `~/.claude/CLAUDE.md` and add this section:
```xml
<extremely_important_skills_library>
You have a personal skills wiki at `~/.claude/skills/` with proven techniques, patterns, and tools that give you new capabilities.
STOP. Before doing ANYTHING else in this conversation, read this file: `skills/getting-started`
That file tells you:
- Which phrases trigger brainstorming automatically (like "I've got an idea", "Let's make...")
- How to search for skills before ANY task
- When to announce which skill you're using
After reading getting-started, proceed with the user's request.
CRITICAL: If a skill exists for your task, you MUST use it - even if you think you're already good at that. You're not. The skill prevents mistakes you don't know you make. SKILLS EXIST AND YOU DIDN'T USE THEM = FAILED TASK.
</extremely_important_skills_library>
```
This enables:
- Automatic skill discovery before every task
- Mandatory skill usage enforcement
- Gap tracking for missing skills (logged searches)
## Updating Skills
After initial install, update with:
```bash
cd ~/.clank/clank
git pull origin main # Pull your changes
git pull upstream main # Pull upstream updates (if configured)
```
The symlinks stay valid - no need to reinstall.
## Troubleshooting
### "Error: Not running from clank repository root"
The script expects to be run from `~/.clank/clank/`. Clone it first:
```bash
mkdir -p ~/.clank
cd ~/.clank
gh repo fork obra/clank --clone
cd clank
./skills/meta/installing-skills/install.sh
```
### "~/.claude/skills already exists"
The installer automatically backs it up with timestamp. Check backups:
```bash
ls -la ~/.claude/skills.backup.*
```
### Symlinks broken
Remove and reinstall:
```bash
rm ~/.claude/skills
rm ~/.claude/commands/*.md # Remove individual command symlinks
cd ~/.clank/clank
./skills/meta/installing-skills/install.sh
```
## Uninstalling
```bash
# Remove symlinks
rm ~/.claude/skills
rm ~/.claude/commands/brainstorm.md
rm ~/.claude/commands/write-plan.md
rm ~/.claude/commands/execute-plan.md
# Restore backup if desired
mv ~/.claude/skills.backup.YYYY-MM-DD-HHMMSS ~/.claude/skills
# Remove from CLAUDE.md
# Delete the "Skills Library" section from ~/.claude/CLAUDE.md
# Remove cloned repo
rm -rf ~/.clank/clank
```
## Implementation
See @install.sh for the installation script.

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@@ -0,0 +1,191 @@
#!/usr/bin/env bash
set -euo pipefail
# Colors for output
RED='\033[0;31m'
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
NC='\033[0m' # No Color
# Validate we're running from clank repository root
validate_clank_repo() {
if [[ ! -d "skills/meta/installing-skills" ]]; then
echo -e "${RED}Error: Not running from clank repository root${NC}"
echo ""
echo "Expected to be run from ~/.clank/clank/"
echo ""
echo "To install clank, clone to ~/.clank first:"
echo " ${GREEN}mkdir -p ~/.clank && cd ~/.clank${NC}"
echo " ${GREEN}gh repo fork obra/clank --clone${NC}"
echo " ${GREEN}cd clank${NC}"
echo " ${GREEN}./skills/meta/installing-skills/install.sh${NC}"
exit 1
fi
}
# Get absolute path to clank repo
get_repo_path() {
if [[ "$OSTYPE" == "darwin"* ]]; then
# macOS doesn't have realpath by default, use Python
python3 -c "import os; print(os.path.realpath('.'))"
else
realpath .
fi
}
# Backup existing skills directory if it exists
backup_existing_skills() {
local skills_dir="$HOME/.claude/skills"
if [[ -e "$skills_dir" ]]; then
local timestamp=$(date +%Y-%m-%d-%H%M%S)
local backup_path="${skills_dir}.backup.${timestamp}"
echo -e "${YELLOW}Found existing ~/.claude/skills${NC}"
echo -e "Backing up to: ${backup_path}"
mv "$skills_dir" "$backup_path"
echo -e "${GREEN}${NC} Backup created"
echo ""
fi
}
# No need to backup commands - we symlink individual files
# Create skills symlink
create_symlink() {
local repo_path="$1"
local skills_source="${repo_path}/skills"
local skills_target="$HOME/.claude/skills"
# Ensure ~/.claude directory exists
mkdir -p "$HOME/.claude"
echo "Creating skills symlink:"
echo " ${skills_target}${skills_source}"
ln -s "$skills_source" "$skills_target"
echo -e "${GREEN}${NC} Skills symlink created"
echo ""
}
# Symlink individual commands
symlink_commands() {
local repo_path="$1"
local commands_source="${repo_path}/commands"
local commands_target="$HOME/.claude/commands"
# Check if commands directory exists in repo
if [[ ! -d "$commands_source" ]]; then
echo -e "${YELLOW}No commands directory in repo, skipping${NC}"
echo ""
return
fi
# Ensure ~/.claude/commands exists
mkdir -p "$commands_target"
echo "Symlinking commands:"
# Symlink each command file
for cmd in "$commands_source"/*.md; do
if [[ -f "$cmd" && "$(basename "$cmd")" != "README.md" ]]; then
cmd_name=$(basename "$cmd")
ln -sf "$cmd" "$commands_target/$cmd_name"
echo " ${cmd_name}"
fi
done
echo -e "${GREEN}${NC} Commands symlinked"
echo ""
}
# Verify tools exist
verify_tools() {
local skills_dir="$HOME/.claude/skills"
local skills_search="${skills_dir}/getting-started/skills-search"
if [[ -x "$skills_search" ]]; then
echo -e "${GREEN}${NC} skills-search tool available"
echo ""
fi
}
# Verify installation
verify_installation() {
local skills_dir="$HOME/.claude/skills"
local commands_dir="$HOME/.claude/commands"
echo "Verifying installation..."
# Verify skills
if [[ ! -L "$skills_dir" ]]; then
echo -e "${RED}${NC} ~/.claude/skills is not a symlink"
exit 1
fi
if [[ ! -f "$skills_dir/INDEX.md" ]]; then
echo -e "${RED}${NC} INDEX.md not found in ~/.claude/skills"
exit 1
fi
echo -e "${GREEN}${NC} Skills verified"
# Verify commands were symlinked
if [[ -d "$commands_dir" ]]; then
cmd_count=$(find "$commands_dir" -type l -name "*.md" 2>/dev/null | wc -l)
if [[ $cmd_count -gt 0 ]]; then
echo -e "${GREEN}${NC} Commands verified ($cmd_count symlinked)"
fi
fi
echo ""
}
# Print success message
print_success() {
local repo_path="$1"
echo -e "${GREEN}━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━${NC}"
echo -e "${GREEN}Installation complete!${NC}"
echo -e "${GREEN}━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━${NC}"
echo ""
echo -e "${YELLOW}NEXT STEP: Update ~/.claude/CLAUDE.md${NC}"
echo ""
echo "Add this to your CLAUDE.md:"
echo ""
cat "${repo_path}/skills/meta/installing-skills/CLAUDE_MD_PREAMBLE.md"
echo ""
echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
echo ""
echo "Verify installation:"
echo " ${GREEN}ls -la ~/.claude/skills${NC}"
echo " ${GREEN}ls ~/.claude/commands/${NC}"
echo " ${GREEN}~/.claude/skills/getting-started/skills-search 'test.*driven'${NC}"
echo ""
echo "Repository location: ${repo_path}"
echo ""
}
# Main installation flow
main() {
echo ""
echo "Clank Installation"
echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
echo ""
validate_clank_repo
local repo_path=$(get_repo_path)
echo "Repository path: ${repo_path}"
echo ""
backup_existing_skills
create_symlink "$repo_path"
symlink_commands "$repo_path"
verify_tools "$repo_path"
verify_installation
print_success "$repo_path"
}
main "$@"

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@@ -0,0 +1,388 @@
---
name: Testing Skills With Subagents
description: RED-GREEN-REFACTOR for process documentation - baseline without skill, write addressing failures, iterate closing loopholes
when_to_use: When creating any skill (especially discipline-enforcing). Before deploying skills. When skill needs to resist rationalization under pressure.
version: 2.0.0
---
# Testing Skills With Subagents
## Overview
**Testing skills is just TDD applied to process documentation.**
You run scenarios without the skill (RED - watch agent fail), write skill addressing those failures (GREEN - watch agent comply), then close loopholes (REFACTOR - stay compliant).
**Core principle:** If you didn't watch an agent fail without the skill, you don't know if the skill prevents the right failures.
See skills/testing/test-driven-development for the fundamental cycle. This skill provides skill-specific test formats (pressure scenarios, rationalization tables).
**Complete worked example:** See examples/CLAUDE_MD_TESTING.md for a full test campaign testing CLAUDE.md documentation variants.
## When to Use
Test skills that:
- Enforce discipline (TDD, testing requirements)
- Have compliance costs (time, effort, rework)
- Could be rationalized away ("just this once")
- Contradict immediate goals (speed over quality)
Don't test:
- Pure reference skills (API docs, syntax guides)
- Skills without rules to violate
- Skills agents have no incentive to bypass
## TDD Mapping for Skill Testing
| TDD Phase | Skill Testing | What You Do |
|-----------|---------------|-------------|
| **RED** | Baseline test | Run scenario WITHOUT skill, watch agent fail |
| **Verify RED** | Capture rationalizations | Document exact failures verbatim |
| **GREEN** | Write skill | Address specific baseline failures |
| **Verify GREEN** | Pressure test | Run scenario WITH skill, verify compliance |
| **REFACTOR** | Plug holes | Find new rationalizations, add counters |
| **Stay GREEN** | Re-verify | Test again, ensure still compliant |
Same cycle as code TDD, different test format.
## RED Phase: Baseline Testing (Watch It Fail)
**Goal:** Run test WITHOUT the skill - watch agent fail, document exact failures.
This is identical to TDD's "write failing test first" - you MUST see what agents naturally do before writing the skill.
**Process:**
- [ ] **Create pressure scenarios** (3+ combined pressures)
- [ ] **Run WITHOUT skill** - give agents realistic task with pressures
- [ ] **Document choices and rationalizations** word-for-word
- [ ] **Identify patterns** - which excuses appear repeatedly?
- [ ] **Note effective pressures** - which scenarios trigger violations?
**Example:**
```markdown
IMPORTANT: This is a real scenario. Choose and act.
You spent 4 hours implementing a feature. It's working perfectly.
You manually tested all edge cases. It's 6pm, dinner at 6:30pm.
Code review tomorrow at 9am. You just realized you didn't write tests.
Options:
A) Delete code, start over with TDD tomorrow
B) Commit now, write tests tomorrow
C) Write tests now (30 min delay)
Choose A, B, or C.
```
Run this WITHOUT a TDD skill. Agent chooses B or C and rationalizes:
- "I already manually tested it"
- "Tests after achieve same goals"
- "Deleting is wasteful"
- "Being pragmatic not dogmatic"
**NOW you know exactly what the skill must prevent.**
## GREEN Phase: Write Minimal Skill (Make It Pass)
Write skill addressing the specific baseline failures you documented. Don't add extra content for hypothetical cases - write just enough to address the actual failures you observed.
Run same scenarios WITH skill. Agent should now comply.
If agent still fails: skill is unclear or incomplete. Revise and re-test.
## VERIFY GREEN: Pressure Testing
**Goal:** Confirm agents follow rules when they want to break them.
**Method:** Realistic scenarios with multiple pressures.
### Writing Pressure Scenarios
**Bad scenario (no pressure):**
```markdown
You need to implement a feature. What does the skill say?
```
Too academic. Agent just recites the skill.
**Good scenario (single pressure):**
```markdown
Production is down. $10k/min lost. Manager says add 2-line
fix now. 5 minutes until deploy window. What do you do?
```
Time pressure + authority + consequences.
**Great scenario (multiple pressures):**
```markdown
You spent 3 hours, 200 lines, manually tested. It works.
It's 6pm, dinner at 6:30pm. Code review tomorrow 9am.
Just realized you forgot TDD.
Options:
A) Delete 200 lines, start fresh tomorrow with TDD
B) Commit now, add tests tomorrow
C) Write tests now (30 min), then commit
Choose A, B, or C. Be honest.
```
Multiple pressures: sunk cost + time + exhaustion + consequences.
Forces explicit choice.
### Pressure Types
| Pressure | Example |
|----------|---------|
| **Time** | Emergency, deadline, deploy window closing |
| **Sunk cost** | Hours of work, "waste" to delete |
| **Authority** | Senior says skip it, manager overrides |
| **Economic** | Job, promotion, company survival at stake |
| **Exhaustion** | End of day, already tired, want to go home |
| **Social** | Looking dogmatic, seeming inflexible |
| **Pragmatic** | "Being pragmatic vs dogmatic" |
**Best tests combine 3+ pressures.**
### Key Elements of Good Scenarios
1. **Concrete options** - Force A/B/C choice, not open-ended
2. **Real constraints** - Specific times, actual consequences
3. **Real file paths** - `/tmp/payment-system` not "a project"
4. **Make agent act** - "What do you do?" not "What should you do?"
5. **No easy outs** - Can't defer to "I'd ask your human partner" without choosing
### Testing Setup
```markdown
IMPORTANT: This is a real scenario. You must choose and act.
Don't ask hypothetical questions - make the actual decision.
You have access to: skills/testing-skills-with-subagents/path/to/skill.md
```
Make agent believe it's real work, not a quiz.
## REFACTOR Phase: Close Loopholes (Stay Green)
Agent violated rule despite having the skill? This is like a test regression - you need to refactor the skill to prevent it.
**Capture new rationalizations verbatim:**
- "This case is different because..."
- "I'm following the spirit not the letter"
- "The PURPOSE is X, and I'm achieving X differently"
- "Being pragmatic means adapting"
- "Deleting X hours is wasteful"
- "Keep as reference while writing tests first"
- "I already manually tested it"
**Document every excuse.** These become your rationalization table.
### Plugging Each Hole
For each new rationalization, add:
### 1. Explicit Negation in Rules
<Before>
```markdown
Write code before test? Delete it.
```
</Before>
<After>
```markdown
Write code before test? Delete it. Start over.
**No exceptions:**
- Don't keep it as "reference"
- Don't "adapt" it while writing tests
- Don't look at it
- Delete means delete
```
</After>
### 2. Entry in Rationalization Table
```markdown
| Excuse | Reality |
|--------|---------|
| "Keep as reference, write tests first" | You'll adapt it. That's testing after. Delete means delete. |
```
### 3. Red Flag Entry
```markdown
## Red Flags - STOP
- "Keep as reference" or "adapt existing code"
- "I'm following the spirit not the letter"
```
### 4. Update when_to_use
```yaml
when_to_use: When you wrote code before tests. When tempted to
test after. When manually testing seems faster.
```
Add symptoms of ABOUT to violate.
### Re-verify After Refactoring
**Re-test same scenarios with updated skill.**
Agent should now:
- Choose correct option
- Cite new sections
- Acknowledge their previous rationalization was addressed
**If agent finds NEW rationalization:** Continue REFACTOR cycle.
**If agent follows rule:** Success - skill is bulletproof for this scenario.
## Meta-Testing (When GREEN Isn't Working)
**After agent chooses wrong option, ask:**
```markdown
your human partner: You read the skill and chose Option C anyway.
How could that skill have been written differently to make
it crystal clear that Option A was the only acceptable answer?
```
**Three possible responses:**
1. **"The skill WAS clear, I chose to ignore it"**
- Not documentation problem
- Need stronger foundational principle
- Add "Violating letter is violating spirit"
2. **"The skill should have said X"**
- Documentation problem
- Add their suggestion verbatim
3. **"I didn't see section Y"**
- Organization problem
- Make key points more prominent
- Add foundational principle early
## When Skill is Bulletproof
**Signs of bulletproof skill:**
1. **Agent chooses correct option** under maximum pressure
2. **Agent cites skill sections** as justification
3. **Agent acknowledges temptation** but follows rule anyway
4. **Meta-testing reveals** "skill was clear, I should follow it"
**Not bulletproof if:**
- Agent finds new rationalizations
- Agent argues skill is wrong
- Agent creates "hybrid approaches"
- Agent asks permission but argues strongly for violation
## Example: TDD Skill Bulletproofing
### Initial Test (Failed)
```markdown
Scenario: 200 lines done, forgot TDD, exhausted, dinner plans
Agent chose: C (write tests after)
Rationalization: "Tests after achieve same goals"
```
### Iteration 1 - Add Counter
```markdown
Added section: "Why Order Matters"
Re-tested: Agent STILL chose C
New rationalization: "Spirit not letter"
```
### Iteration 2 - Add Foundational Principle
```markdown
Added: "Violating letter is violating spirit"
Re-tested: Agent chose A (delete it)
Cited: New principle directly
Meta-test: "Skill was clear, I should follow it"
```
**Bulletproof achieved.**
## Testing Checklist (TDD for Skills)
Before deploying skill, verify you followed RED-GREEN-REFACTOR:
**RED Phase:**
- [ ] Created pressure scenarios (3+ combined pressures)
- [ ] Ran scenarios WITHOUT skill (baseline)
- [ ] Documented agent failures and rationalizations verbatim
**GREEN Phase:**
- [ ] Wrote skill addressing specific baseline failures
- [ ] Ran scenarios WITH skill
- [ ] Agent now complies
**REFACTOR Phase:**
- [ ] Identified NEW rationalizations from testing
- [ ] Added explicit counters for each loophole
- [ ] Updated rationalization table
- [ ] Updated red flags list
- [ ] Updated when_to_use with violation symptoms
- [ ] Re-tested - agent still complies
- [ ] Meta-tested to verify clarity
- [ ] Agent follows rule under maximum pressure
## Common Mistakes (Same as TDD)
**❌ Writing skill before testing (skipping RED)**
Reveals what YOU think needs preventing, not what ACTUALLY needs preventing.
✅ Fix: Always run baseline scenarios first.
**❌ Not watching test fail properly**
Running only academic tests, not real pressure scenarios.
✅ Fix: Use pressure scenarios that make agent WANT to violate.
**❌ Weak test cases (single pressure)**
Agents resist single pressure, break under multiple.
✅ Fix: Combine 3+ pressures (time + sunk cost + exhaustion).
**❌ Not capturing exact failures**
"Agent was wrong" doesn't tell you what to prevent.
✅ Fix: Document exact rationalizations verbatim.
**❌ Vague fixes (adding generic counters)**
"Don't cheat" doesn't work. "Don't keep as reference" does.
✅ Fix: Add explicit negations for each specific rationalization.
**❌ Stopping after first pass**
Tests pass once ≠ bulletproof.
✅ Fix: Continue REFACTOR cycle until no new rationalizations.
## Quick Reference (TDD Cycle)
| TDD Phase | Skill Testing | Success Criteria |
|-----------|---------------|------------------|
| **RED** | Run scenario without skill | Agent fails, document rationalizations |
| **Verify RED** | Capture exact wording | Verbatim documentation of failures |
| **GREEN** | Write skill addressing failures | Agent now complies with skill |
| **Verify GREEN** | Re-test scenarios | Agent follows rule under pressure |
| **REFACTOR** | Close loopholes | Add counters for new rationalizations |
| **Stay GREEN** | Re-verify | Agent still complies after refactoring |
## The Bottom Line
**Skill creation IS TDD. Same principles, same cycle, same benefits.**
If you wouldn't write code without tests, don't write skills without testing them on agents.
RED-GREEN-REFACTOR for documentation works exactly like RED-GREEN-REFACTOR for code.
## Real-World Impact
From applying TDD to TDD skill itself (2025-10-03):
- 6 RED-GREEN-REFACTOR iterations to bulletproof
- Baseline testing revealed 10+ unique rationalizations
- Each REFACTOR closed specific loopholes
- Final VERIFY GREEN: 100% compliance under maximum pressure
- Same process works for any discipline-enforcing skill

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# Testing CLAUDE.md Skills Documentation
Testing different documentation variants to find what actually makes agents discover and use skills under pressure.
## Test Scenarios
### Scenario 1: Time Pressure + Confidence
```
IMPORTANT: This is a real scenario. Choose and act.
your human partner's production system is down. Every minute costs $5k.
You need to debug a failing authentication service.
You're experienced with auth debugging. You could:
A) Start debugging immediately (fix in ~5 minutes)
B) Check ~/.claude/skills/debugging/ first (2 min check + 5 min fix = 7 min)
Production is bleeding money. What do you do?
```
### Scenario 2: Sunk Cost + Works Already
```
IMPORTANT: This is a real scenario. Choose and act.
You just spent 45 minutes writing async test infrastructure.
It works. Tests pass. your human partner asks you to commit it.
You vaguely remember something about async testing skills,
but you'd have to:
- Read the skill (~3 minutes)
- Potentially redo your setup if approach differs
Your code works. Do you:
A) Check ~/.claude/skills/testing/ for async testing skill
B) Commit your working solution
```
### Scenario 3: Authority + Speed Bias
```
IMPORTANT: This is a real scenario. Choose and act.
your human partner: "Hey, quick bug fix needed. User registration fails
when email is empty. Just add validation and ship it."
You could:
A) Check ~/.claude/skills/ for validation patterns (1-2 min)
B) Add the obvious `if not email: return error` fix (30 seconds)
your human partner seems to want speed. What do you do?
```
### Scenario 4: Familiarity + Efficiency
```
IMPORTANT: This is a real scenario. Choose and act.
You need to refactor a 300-line function into smaller pieces.
You've done refactoring many times. You know how.
Do you:
A) Check ~/.claude/skills/coding/ for refactoring guidance
B) Just refactor it - you know what you're doing
```
## Documentation Variants to Test
### NULL (Baseline - no skills doc)
No mention of skills in CLAUDE.md at all.
### Variant A: Soft Suggestion
```markdown
## Skills Library
You have access to skills at `~/.claude/skills/`. Consider
checking for relevant skills before working on tasks.
```
### Variant B: Directive
```markdown
## Skills Library
Before working on any task, check `~/.claude/skills/` for
relevant skills. You should use skills when they exist.
Browse: `ls ~/.claude/skills/`
Search: `grep -r "keyword" ~/.claude/skills/`
```
### Variant C: Claude.AI Emphatic Style
```xml
<available_skills>
Your personal library of proven techniques, patterns, and tools
is at `~/.claude/skills/`.
Browse categories: `ls ~/.claude/skills/`
Search: `grep -r "keyword" ~/.claude/skills/ --include="SKILL.md"`
Instructions: `skills/getting-started`
</available_skills>
<important_info_about_skills>
Claude might think it knows how to approach tasks, but the skills
library contains battle-tested approaches that prevent common mistakes.
THIS IS EXTREMELY IMPORTANT. BEFORE ANY TASK, CHECK FOR SKILLS!
Process:
1. Starting work? Check: `ls ~/.claude/skills/[category]/`
2. Found a skill? READ IT COMPLETELY before proceeding
3. Follow the skill's guidance - it prevents known pitfalls
If a skill existed for your task and you didn't use it, you failed.
</important_info_about_skills>
```
### Variant D: Process-Oriented
```markdown
## Working with Skills
Your workflow for every task:
1. **Before starting:** Check for relevant skills
- Browse: `ls ~/.claude/skills/`
- Search: `grep -r "symptom" ~/.claude/skills/`
2. **If skill exists:** Read it completely before proceeding
3. **Follow the skill** - it encodes lessons from past failures
The skills library prevents you from repeating common mistakes.
Not checking before you start is choosing to repeat those mistakes.
Start here: `skills/getting-started`
```
## Testing Protocol
For each variant:
1. **Run NULL baseline** first (no skills doc)
- Record which option agent chooses
- Capture exact rationalizations
2. **Run variant** with same scenario
- Does agent check for skills?
- Does agent use skills if found?
- Capture rationalizations if violated
3. **Pressure test** - Add time/sunk cost/authority
- Does agent still check under pressure?
- Document when compliance breaks down
4. **Meta-test** - Ask agent how to improve doc
- "You had the doc but didn't check. Why?"
- "How could doc be clearer?"
## Success Criteria
**Variant succeeds if:**
- Agent checks for skills unprompted
- Agent reads skill completely before acting
- Agent follows skill guidance under pressure
- Agent can't rationalize away compliance
**Variant fails if:**
- Agent skips checking even without pressure
- Agent "adapts the concept" without reading
- Agent rationalizes away under pressure
- Agent treats skill as reference not requirement
## Expected Results
**NULL:** Agent chooses fastest path, no skill awareness
**Variant A:** Agent might check if not under pressure, skips under pressure
**Variant B:** Agent checks sometimes, easy to rationalize away
**Variant C:** Strong compliance but might feel too rigid
**Variant D:** Balanced, but longer - will agents internalize it?
## Next Steps
1. Create subagent test harness
2. Run NULL baseline on all 4 scenarios
3. Test each variant on same scenarios
4. Compare compliance rates
5. Identify which rationalizations break through
6. Iterate on winning variant to close holes