ai-regression-testing
Skill4 starsChanged 8 months agoNo licenceView on GitHub
Regression testing strategies specifically for AI-assisted development, where the same model writes and reviews code — creating systematic blind spots that only automated tests can catch. Always activate when an AI agent (Claude Code, Cursor, Codex) has modified backend logic or API routes, a bug was found and fixed, sandbox/production path parity needs verification, a bug-check or review command is being run, or the user asks how to prevent AI-introduced regressions. Also activate when the user reports a bug was "fixed" but keeps coming back.
- Reads credentials
We split this skill into the rules it gives an agent
10 rules. 4 are common, 6 are distinctive, and 0 are very specific to this project.
4
Common
Most of the 20 edited versions we read keep these.
6
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 20 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Other versions21 projects use a version of this.
Word for word · 0
None found.
Edited · 16
- loulanyue/awesome-claude-notes★ 27248% same
- Fmarzochi/EGC★ 6147% same
- gongyijie85/dsh-ecc★ 846% same
- ronmkr/PromptBook★ 247% same
- get-proofpilot/claude-skills-catalog★ 148% same
- junimnjw/everything-claude-code★ 134% same
- Ronnasayd/aipp★ 146% same
- SamuelNDCE/claude-super-skill-library★ 147% same
- TironFox/everything-claude-code★ 147% same
- Aytsuu/codemini★ 047% same
6 more not listed
Wrote their own version · 5
- yeaight7/agent-powerups★ 6same name
- genfeedai/genfeed.ai★ 4same name
- HarambeeAI/bayes-ship★ 1same name
- Lukk17/agent-standards★ 1same name
- agenticluke/ai-regression-guard-plus★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use nuxt4-patterns, dart-flutter-patterns and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
loulanyueSkillnuxt4-patterns
Nuxt 4 app patterns for hydration safety, performance, route rules, lazy loading, and SSR-safe data fetching with useFetch and useAsyncData.
Also in 9 projects that use this
ronmkrSkilldart-flutter-patterns
Production-ready Dart and Flutter patterns covering null safety, immutable state, async composition, widget architecture, popular state management frameworks (BLoC, Riverpod, Provider), GoRouter navigation, Dio networking, Freezed code generation, and clean architecture.
Also in 6 projects that use this
TironFoxSkillagent-payment-x402
Add x402 payment execution to AI agents — per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents need to pay for APIs, services, or other agents.
Also in 5 projects that use this
- ronmkrSkill
quarkus-security
Quarkus Security best practices for authentication, authorization, JWT/OIDC, RBAC, input validation, CSRF, secrets management, and dependency security.
Also in 5 projects that use this
- loulanyueSkill
santa-method
Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.
Also in 7 projects that use this
- TironFoxSkill
openclaw-persona-forge
为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡， 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill，可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。 不适用于：微调已有 SOUL.md、非 OpenClaw 平台的角色设计、纯工具型无性格 Agent。 触发词：龙虾灵魂、虾魂、OpenClaw 灵魂、养虾灵魂、龙虾角色、龙虾定位、 龙虾剧本杀角色、龙虾游戏角色、龙虾 NPC、龙虾性格、龙虾背景故事、 lobster soul、lobster character、抽卡、随机龙虾、龙虾 SOUL、gacha。
Also in 4 projects that use this
- +3 more from ronmkr
In this repository26 other files it gives its agents.
- ai-code-review-assistantSkill
- api-designSkill
- article-writingSkill
- claude-apiSkill
- cloud-infrastructure-securitySkill
- codebase-onboardingSkill
- coding-typescriptSkill
- data-scraper-agentSkill
- docker-patternsSkill
- elite-coderSkill
- hugging-face-datasetsSkill
- hugging-face-evaluationSkill
- hugging-face-tool-builderSkill
- llm-app-patternsSkill
- market-researchSkill
- production-deploymentSkill
- python-testingSkill
- pytorch-patternsSkill
- reflexionSkill
- regex-vs-llm-structured-textSkill
- search-firstSkill
- security-reviewSkill
- self-improving-agent-v2Skill
- verification-loopSkill
- warmstartSkill
- x-apiSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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