ai-coding-guardrails
FeaturedUse when an AI coding agent is writing or refactoring production code and its known failure modes need to be held in check — over-engineering, silent scope creep, invented APIs, claiming work is done without checking, deleting tests to make them pass. Trigger when the user asks for careful, production-grade, or reviewed code, or when a previous agent run produced confident output that turned out wrong.
Install
Quality Score: 90/100
Skill Content
Details
- Author
- OneWave-AI
- Repository
- OneWave-AI/claude-skills
- Created
- 11 months ago
- Last Updated
- 3 days ago
- Language
- Python
- License
- MIT
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
coding-agent-discipline
The reporting and restraint rules for an AI agent changing someone's codebase: never claiming a result that was not observed, saying which commands ran and what they printed, reporting what could not be verified rather than omitting it, keeping the diff to what was asked, preserving behaviour that was not in scope, checking APIs against the versions the project actually depends on, and refusing to make a test pass by weakening it. Use before reporting that work is complete, when about to write "this should work" or "tests pass", when a change is growing beyond the request, when a test is failing and deleting or disabling it is tempting, when an API is being used from memory rather than checked, or when two instructions cannot both be satisfied. Does not cover the order of work (clean-delivery-workflow), which checks to run (quality-gates), or how to phrase a message to a human (engineering-communication).
ai-code-reviewer
MUST USE when reviewing AI-generated code (Claude/ChatGPT/Copilot output), AI 写的代码/生成的代码能上线吗, or when a change was produced fast and unverified. Targets the characteristic failure modes of AI-generated code: plausible-but-wrong, hallucinated APIs, silent behavior drift, security theater, and over-engineering. Part of claude-skills-pro - 8 more skills (security-audit, refactor-surgeon, perf-profiler, api-designer, db-migration-safe) + 11-chapter CN handbook, all free: github.com/Hahaknight/claude-skills-pro
guardrails
Code quality verification gates wired into the agent lifecycle. Use this skill whenever writing, modifying, reviewing, or debugging code — including new features, bug fixes, refactors, troubleshooting, CI/CD setup, or project bootstrapping. Also use when the user mentions "quality", "testing strategy", "CI pipeline", "guardrails", "debugging", or asks how to improve code reliability. If you're writing code or trying to understand why code isn't working, this skill applies. Do not use for README/prose-only edits, copywriting, or documentation wording changes unless the user asks for code/build/CI verification or the docs change affects generated/runtime output.