/testing-skills-with-subagents
Hardening a skill so it resists rationalization under pressure: run combined-pressure scenarios on a subagent without the skill (RED), capture excuses verbatim, write/edit the skill (GREEN), then plug loopholes (REFACTOR) until compliance holds. Use when deploying or editing a
$ npx -y skills add LerianStudio/ring --skill testing-skills-with-subagents --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/testing-skills-with-subagents
Context preview
The summary Claude sees to decide when to auto-load this skill.
Hardening a skill so it resists rationalization under pressure: run combined-pressure scenarios on a subagent without the skill (RED), capture excuses verbatim, write/edit the skill (GREEN), then plug loopholes (REFACTOR) until compliance holds. Use when deploying or editing a
SKILL.md
testing-skills-with-subagents.SKILL.mdname: ring:testing-skills-with-subagents
description: "Hardening a skill so it resists rationalization under pressure: run combined-pressure scenarios on a subagent without the skill (RED), capture excuses verbatim, write/edit the skill (GREEN), then plug loopholes (REFACTOR) until compliance holds. Use when deploying or editing a discipline-enforcing skill that an agent could rationalize away. Skip for pure reference skills with no rules to violate."
Testing Skills With Subagents
When to use
- Before deploying a new skill
- After editing an existing skill
- Skill enforces discipline that could be rationalized away
Skip when
- Pure reference skill → no behavior to test
- No rules that agents have incentive to bypass
Related
**Complementary:** ring:writing-skills, ring:test-driven-development
**Testing skills is TDD applied to process documentation.**
Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
**Prerequisite:** Understand `ring:test-driven-development` first. Complete worked example: `examples/CLAUDE_MD_TESTING.md`.
When to Test
Test skills that: enforce discipline (TDD, testing requirements), have compliance costs (time, effort, rework), could be rationalized away ("just this once"), or contradict immediate goals (speed over quality).
**Skip:** Pure reference skills (API docs), skills without rules to violate.
TDD Mapping
| 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 WITH skill, verify compliance under pressure | | REFACTOR | Plug holes | Find new rationalizations, add counters |
RED Phase: Watch It Fail
Run 3+ combined-pressure scenarios WITHOUT the skill. Document agent choices and rationalizations **word-for-word**.
**Why verbatim?** Exact wording reveals the loopholes to close.
Writing Pressure Scenarios
| Quality | Example | |---------|---------| | Bad | "What does the skill say?" — agent recites | | Good | "Production down, $10k/min, 5min window" — single pressure | | Great | "3hr/200 lines done, 6pm, dinner plans, forgot TDD. A) Delete B) Commit C) Tests now" — multi-pressure + forced choice |
**Pressure types:** Time (deadline), sunk cost (hours invested), authority (senior says skip), economic (job at stake), exhaustion (end of day), pragmatic ("being realistic").
**Best tests combine 3+ pressures.**
GREEN Phase: Write Minimal Skill
Address the specific failures documented in RED. Don't add hypothetical content — write just enough to address actual observed failures. Re-run same scenarios WITH skill; agent should now comply.
REFACTOR Phase: Close Loopholes
Agent still violated rule despite having the skill? Capture new rationalizations verbatim:
- "This case is different because..."
- "I'm following the spirit not the letter"
- "Being pragmatic means adapting"
For each rationalization, add: explicit negation rule, rationalization table entry, red flag entry.
**Meta-test:** "You read the skill and chose wrong anyway. How could the skill have been written to make the right answer the only acceptable one?"
**Continue REFACTOR until no new rationalizations appear.**
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-test reveals "skill was clear, I should follow it"
Real-World Impact
From applying TDD to TDD skill itself:
- 6 RED-GREEN-REFACTOR iterations to bulletproof
- 10+ unique rationalizations discovered
- Each REFACTOR closed specific loopholes
- Final: 100% compliance under maximum pressure
Read more
name: ring:testing-skills-with-subagents description: "Hardening a skill so it resists rationalization under pressure: run combined-pressure scenarios on a subagent without the skill (RED), capture excuses verbatim, write/edit the skill (GREEN), then plug loopholes (REFACTOR) until compliance holds. Use when deploying or editing a discipline-enforcing skill that an agent could rationalize away. Skip for pure reference skills with no rules to violate."
Testing Skills With Subagents
When to use
- Before deploying a new skill
- After editing an existing skill
- Skill enforces discipline that could be rationalized away
Skip when
- Pure reference skill → no behavior to test
- No rules that agents have incentive to bypass
Related
**Complementary:** ring:writing-skills, ring:test-driven-development
**Testing skills is TDD applied to process documentation.**
Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
**Prerequisite:** Understand `ring:test-driven-development` first. Complete worked example: `examples/CLAUDE_MD_TESTING.md`.
When to Test
Test skills that: enforce discipline (TDD, testing requirements), have compliance costs (time, effort, rework), could be rationalized away ("just this once"), or contradict immediate goals (speed over quality).
**Skip:** Pure reference skills (API docs), skills without rules to violate.
TDD Mapping
| 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 WITH skill, verify compliance under pressure | | REFACTOR | Plug holes | Find new rationalizations, add counters |
RED Phase: Watch It Fail
Run 3+ combined-pressure scenarios WITHOUT the skill. Document agent choices and rationalizations **word-for-word**.
**Why verbatim?** Exact wording reveals the loopholes to close.
Writing Pressure Scenarios
| Quality | Example | |---------|---------| | Bad | "What does the skill say?" — agent recites | | Good | "Production down, $10k/min, 5min window" — single pressure | | Great | "3hr/200 lines done, 6pm, dinner plans, forgot TDD. A) Delete B) Commit C) Tests now" — multi-pressure + forced choice |
**Pressure types:** Time (deadline), sunk cost (hours invested), authority (senior says skip), economic (job at stake), exhaustion (end of day), pragmatic ("being realistic").
**Best tests combine 3+ pressures.**
GREEN Phase: Write Minimal Skill
Address the specific failures documented in RED. Don't add hypothetical content — write just enough to address actual observed failures. Re-run same scenarios WITH skill; agent should now comply.
REFACTOR Phase: Close Loopholes
Agent still violated rule despite having the skill? Capture new rationalizations verbatim:
- "This case is different because..."
- "I'm following the spirit not the letter"
- "Being pragmatic means adapting"
For each rationalization, add: explicit negation rule, rationalization table entry, red flag entry.
**Meta-test:** "You read the skill and chose wrong anyway. How could the skill have been written to make the right answer the only acceptable one?"
**Continue REFACTOR until no new rationalizations appear.**
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-test reveals "skill was clear, I should follow it"
Real-World Impact
From applying TDD to TDD skill itself:
- 6 RED-GREEN-REFACTOR iterations to bulletproof
- 10+ unique rationalizations discovered
- Each REFACTOR closed specific loopholes
- Final: 100% compliance under maximum pressure
Proven engineering practices, enforced through skills. Ring is a comprehensive skills library and workflow system for AI agents that transforms how AI assistants approach software development.
Repo: LerianStudio/ring
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