Part of the
writing-skills skill. The skill links here when your agent needs the detail.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: the RED-GREEN-REFACTOR cycle as stated just above. This reference supplies the skill-specific test formats on top of it (pressure scenarios, rationalization tables).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)
- Pure reference skills (API docs, syntax guides)
- Skills without rules to violate
- Skills agents have no incentive to bypass
TDD Mapping for Skill Testing
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?
- “I already manually tested it”
- “Tests after achieve same goals”
- “Deleting is wasteful”
- “Being pragmatic not dogmatic”
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):Pressure Types
Best tests combine 3+ pressures.
Why this works: authority, scarcity and commitment pressures stack; a scenario that combines them exposes whether the skill holds or the agent rationalizes.
Key Elements of Good Scenarios
- Concrete options - Force A/B/C choice, not open-ended
- Real constraints - Specific times, actual consequences
- Real file paths -
/tmp/payment-systemnot “a project” - Make agent act - “What do you do?” not “What should you do?”
- No easy outs - Can’t defer to “I’d ask the user” without choosing
Testing Setup
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”
Plugging Each Hole
For each new rationalization, add:1. Explicit Negation in Rules
<Before>2. Entry in Rationalization Table
3. Red Flag Entry
4. Update description
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
Meta-Testing (When GREEN Isn’t Working)
After agent chooses wrong option, ask:-
“The skill WAS clear, I chose to ignore it”
- Not documentation problem
- Need stronger foundational principle
- Add “Violating letter is violating spirit”
-
“The skill should have said X”
- Documentation problem
- Add their suggestion verbatim
-
“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:- Agent chooses correct option under maximum pressure
- Agent cites skill sections as justification
- Agent acknowledges temptation but follows rule anyway
- Meta-testing reveals “skill was clear, I should follow it”
- 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)
Iteration 1 - Add Counter
Iteration 2 - Add Foundational Principle
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
- Wrote skill addressing specific baseline failures
- Ran scenarios WITH skill
- Agent now complies
- Identified NEW rationalizations from testing
- Added explicit counters for each loophole
- Updated rationalization table
- Updated red flags list
- Updated description with violation symptoms
- Re-tested - agent still complies
- Meta-tested to verify clarity
- Agent follows rule under maximum pressure
Common Mistakes (Same as TDD)
Bad: 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. Bad: 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. Bad: Stopping after first pass Tests pass once ≠ bulletproof. Fix: Continue REFACTOR cycle until no new rationalizations.Quick Reference (TDD Cycle)
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
Source:
library/skills/writing-skills/testing-skills-with-subagents.md, rendered from summer-engine@4.3.0 on npm.
