Curated library of 16 public Ruby AI agent skills: 10 atomic skills (YARD docs, service objects, calculator pattern, API clients, DDD, bug triage, code review, skill routing), 5 process-discipline skills (TDD, refactoring, review, security, test planning), and 1 planning skill (TDD task generation). Zero agents — this is a foundational library consumed by framework-specific tiles like rails-agent-skills and hanakai-yaku.
95
96%
Does it follow best practices?
Impact
95%
1.05xAverage score across 16 eval scenarios
Passed
No known issues
| Category | Description | Action |
|---|---|---|
| Correct + Critical | Real security, crash, or data risk | Fix immediately, re-review |
| Correct + Suggestion | Real improvement, not blocking | Fix in this PR or ticket follow-up |
| Correct + Nice to have | Style, minor optimization | Optional — acknowledge explicitly |
| Incorrect | Reviewer lacks context or misread the code | Push back with technical reasoning |
| Ambiguous | Unclear what change is actually requested | Clarify before implementing |
WHEN receiving code review feedback:
1. READ: Read all feedback completely before reacting
2. UNDERSTAND: Restate each point as a technical requirement
3. VERIFY: Check the suggestion against the actual codebase
4. EVALUATE: Is this technically sound for THIS codebase?
5. RESPOND: Technical acknowledgment, clarifying question, or reasoned pushback
6. IMPLEMENT: One item at a time — test after each change
7. RE-REVIEW: Trigger a re-review if any Critical items were addressed
DO NOT start implementing before completing steps 1-4.Never respond with performative agreement that skips verification. See assets/response_templates.md for copy-ready patterns and a full list of forbidden phrases.
The key rule: restate the technical requirement, ask clarifying questions, push back with reasoning if wrong, or start implementing one item after reading all feedback — never commit without verifying first.
Before implementing any suggestion, classify it based on the Quick Reference table above.
Push back when a suggestion is technically incorrect for the codebase. Use this structure:
"I see the concern about N+1 here. In this case the association is already
preloaded at line 42 via `includes(:orders)`. Adding another `eager_load`
would run a duplicate JOIN. Happy to add a comment clarifying this if helpful."Never: Push back without technical evidence. If unsure, verify before claiming it's fine.
After implementing feedback, decide whether to request a re-review:
| Situation | Action |
|---|---|
| Any Critical finding was addressed | Request re-review — mandatory |
| 3+ Suggestion items changed logic | Request re-review — recommended |
| Only Nice to have or cosmetic fixes | Comment what was done — no re-review needed |
| Architecture or class structure changed | Request re-review — mandatory |
| Mistake / Red Flag | Reality |
|---|---|
| Closing review comments without verifying | Comment what you checked and why you agree or disagree |
| All review comments closed without any pushback | May indicate blind compliance — verify each item independently |
When responding to review feedback, output:
review-process.| Skill | When to chain |
|---|---|
| review-process | The counterpart — use when giving a review, not receiving |
| tdd-process | Run the TDD loop after implementing feedback that changes logic |
| refactor-process | When feedback suggests a larger structural change |
| security-review-process | When Critical feedback involves security — get a dedicated review |
docs
evals
scenario-1
scenario-2
scenario-3
scenario-4
scenario-5
scenario-6
scenario-7
scenario-8
scenario-9
scenario-10
scenario-11
scenario-12
scenario-13
scenario-14
scenario-15
scenario-16
skills
code-quality
respond-to-review
ddd
define-domain-language
model-domain
review-domain-boundaries
docs
write-yard-docs
orchestration
skill-router
patterns
create-service-object
implement-calculator-pattern
planning
generate-tdd-tasks
process
testing
triage-bug