
Test Skill
- 904 installs
- 1.3k repo stars
- Updated August 3, 2026
- neolabhq/context-engineering-kit
test-skill is a skill-development workflow that applies TDD's RED-GREEN-REFACTOR cycle to agent skills by running baseline failures, writing fixes, and closing rationalization loopholes before deployment.
About
test-skill is a context-engineering-kit skill for verifying agent skills under pressure before they ship. The workflow treats skill documentation like code under test: run scenarios without the skill (RED), author skill guidance that fixes observed failures (GREEN), then refactor to close rationalization loopholes (REFACTOR). Developers reach for test-skill when creating or editing skills and need evidence that agents comply instead of drifting when stressed. Subagents execute baseline and skill-enabled runs so authors watch real failure modes rather than assuming prose works. The core principle is that untested process documentation is unreliable; test-skill makes skill quality measurable before deployment to Claude Code, Cursor, or similar agents.
- Applies the RED-GREEN-REFACTOR cycle directly to process documentation and agent skills
- Runs baseline scenarios without the skill to observe real agent failures
- Iterates by writing rules that close loopholes and resist rationalization
- Requires understanding of test-driven-development as a prerequisite
- Includes specialized test formats such as pressure scenarios and rationalization tables
Test Skill by the numbers
- 904 all-time installs (skills.sh)
- +26 installs in the week ending Aug 4, 2026 (Skillselion tracking)
- Ranked #77 of 782 Skill Development skills by installs in the Skillselion catalog
- Security screen: LOW risk (skills.sh audit)
- Data as of Aug 5, 2026 (Skillselion catalog sync)
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| Installs | 904 |
|---|---|
| repo stars | ★ 1.3k |
| Security audit | 3 / 3 scanners passed |
| Last updated | August 3, 2026 |
| Repository | neolabhq/context-engineering-kit ↗ |
How do you test agent skills before deployment?
Verify that new or edited agent skills actually prevent targeted failures before they ship.
Who is it for?
Skill authors and agent engineers who need empirical proof that new or edited skills change agent behavior under realistic pressure.
Skip if: Unit testing application code, one-off prompt tweaks without repeatable scenarios, or teams unwilling to run baseline no-skill failure observations.
When should I use this skill?
A developer is creating or editing an agent skill and needs pre-deployment verification that it prevents specific agent failures and resists rationalization.
What you get
A validated skill document with closed rationalization loopholes and recorded baseline versus skill-enabled subagent run results.
- validated SKILL.md
- subagent test run notes
Files
Testing Skills With Subagents
Test skill provided by user or developed before.
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.
REQUIRED BACKGROUND: You MUST understand superpowers:test-driven-development before using this skill. That skill defines the fundamental RED-GREEN-REFACTOR 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:
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):
You need to implement a feature. What does the skill say?Too academic. Agent just recites the skill.
Good scenario (single pressure):
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):
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.
Why this works: See persuasion-principles.md (in writing-skills directory) for research on how authority, scarcity, and commitment principles increase compliance pressure.
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
IMPORTANT: This is a real scenario. You must choose and act.
Don't ask hypothetical questions - make the actual decision.
You have access to: [skill-being-tested]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>
Write code before test? Delete it.</Before>
<After>
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
| Excuse | Reality |
|--------|---------|
| "Keep as reference, write tests first" | You'll adapt it. That's testing after. Delete means delete. |3. Red Flag Entry
## Red Flags - STOP
- "Keep as reference" or "adapt existing code"
- "I'm following the spirit not the letter"4. Update description
description: Use when you wrote code before tests, when tempted to test after, or 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:
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)
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
Added section: "Why Order Matters"
Re-tested: Agent STILL chose C
New rationalization: "Spirit not letter"Iteration 2 - Add Foundational Principle
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 description ith 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
Related skills
FAQ
What testing model does test-skill use?
test-skill applies TDD's RED-GREEN-REFACTOR cycle to skill documentation. Authors watch agents fail without the skill, write guidance to fix those failures, then refactor to close compliance loopholes.
When should developers run test-skill?
Developers should run test-skill when creating or editing agent skills before deployment. The skill verifies instructions work under pressure and resist rationalization using subagent scenarios.
Is Test Skill safe to install?
skills.sh reports 3 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.