Writing Skills
Overview
Writing skills IS Test-Driven Development applied to process documentation.
Personal skills live in agent-specific directories (~/.claude/skills for Claude Code, ~/.agents/skills/ for Codex)
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.
REQUIRED BACKGROUND: You MUST understand superpowers:test-driven-development before using this skill. That skill defines the fundamental RED-GREEN-REFACTOR cycle. This skill adapts TDD to documentation.
Official guidance: For Anthropic's official skill authoring best practices, see anthropic-best-practices.md. This document provides additional patterns and guidelines that complement the TDD-focused approach in this skill.
Quick Start
- RED: Run baseline scenario WITHOUT skill - watch agent fail
- GREEN: Write minimal skill addressing specific failures
- REFACTOR: Close loopholes, re-test until bulletproof
The Iron Law: NO SKILL WITHOUT A FAILING TEST FIRST
This applies to NEW skills AND EDITS to existing skills. Write skill before testing? Delete it. Start over.
Core Concepts
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 |
Skill Types
| Type | Description | Example |
|---|---|---|
| Technique | Concrete method with steps | condition-based-waiting, root-cause-tracing |
| Pattern | Way of thinking about problems | flatten-with-flags, test-invariants |
| Reference | API docs, syntax guides | office docs, library documentation |
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)
- Mechanical constraints (automate enforceable rules with regex/validation)
RED-GREEN-REFACTOR for Skills
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.
Testing methodology: See @testing-skills-with-subagents.md for the complete testing methodology:
- How to write pressure scenarios
- Pressure types (time, sunk cost, authority, exhaustion)
- Plugging holes systematically
- Meta-testing techniques
Detailed Guides
Prompt Engineering & CSO
Claude Search Optimization, description writing, keyword coverage, naming conventions, token efficiency
Documentation Standards
SKILL.md structure, flowcharts, code examples, file organization, anti-patterns
Skill Templates
SKILL.md templates, TDD mapping, skill types, discovery workflow
Skill Review Checklist
RED/GREEN/REFACTOR phases, quality checks, bulletproofing against rationalization, testing by skill type
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
- Move to next skill before current one is verified
- Skip testing because "batching is more efficient"
The deployment checklist in references/checklists/skill-review.md is MANDATORY for EACH skill.
Deploying untested skills = deploying untested code. It's a violation of quality standards.
Discovery Workflow
How future Claude finds your skill:
- Encounters problem ("tests are flaky")
- Finds SKILL (description matches)
- Scans overview (is this relevant?)
- Reads patterns (quick reference table)
- 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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