Discover rules to enhance your AI agent's capabilities.
Top Performing in Testing & QA
Data-driven rankings. Real results from real agents.
| Name | Contains | Score |
|---|---|---|
doogal-test/test-plugin v4.0.1 A test plugin with rules, skills, and commands | SkillsRules | 28 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 4.0.1 |
Spec-driven workflow covering requirement gathering, spec authoring, implementation review, and verification — with skills, rules, and evaluation scenarios. | SkillsDocsRules | 96 1.19x Agent success vs baseline Impact 98% 1.19xAverage score across 9 eval scenarios Securityby Passed No known issues Reviewed: Version: 2.0.1 |
tessl-labs/skill-discovery v0.27.0 Discover and apply best practice skills automatically. Gap analysis scans the codebase, skill-search fills gaps from the registry, skill-classifier separates proactive from reactive skills, quality-standards generates CLAUDE.md guidance, self-review compares code against checklists, and verification-strategy sets up test/lint/typecheck feedback loops. | SkillsRules | 64 Impact — No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 0.27.0 |
Closing the intent-to-code chasm - specification-driven development with BDD verification chain | SkillsRules | 92 1.84x Agent success vs baseline Impact 94% 1.84xAverage score across 14 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 2.10.1 |
popey/java-quality-gate v0.1.0 Run quality checks on Java code before committing. Validates against best practices, enterprise standards, and common issues. | SkillsRules | 64 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 0.1.0 |
vitron-ai/themis v1.2.2 Reference tile for Themis, a Node.js and TypeScript unit test framework designed for AI coding agents. Covers unit-test authoring, Jest/Vitest migration, agent-readable failure output with repair hints, and first-class integrations for Claude Code, Cursor, and generic agents. | SkillsDocsRules | 98 2.91x Agent success vs baseline Impact 99% 2.91xAverage score across 20 eval scenarios Securityby Passed No known issues Reviewed: Version: 1.2.2 |
himank-test/tessl-llvm v0.5.1 LLVM 22.x tile for building compilers, language runtimes, and out-of-tree tooling | SkillsDocsRules | 85 1.23x Agent success vs baseline Impact 96% 1.23xAverage score across 5 eval scenarios Securityby Passed No known issues Reviewed: Version: 0.5.1 |
tessl/cli-setup-beta v0.71.0 Tessl CLI MCP tool usage guidelines | Rules | — |
tessl/cli-setup v0.71.0 Tessl CLI MCP tool usage guidelines | Rules | — |
Evidence-first pull request review with independent critique, selective challenger review, and human handoff. | SkillsRules | 92 1.43x Agent success vs baseline Impact 93% 1.43xAverage score across 43 eval scenarios Securityby Passed No known issues Reviewed: Version: 0.1.8 |
jbaruch/tamboui v0.1.1 Teaches coding agents how to build TUIs with TamboUI correctly: API-level selection, render-thread discipline, display-width safety, CSS-aware element authoring, and JFR conventions. | SkillsRules | 99 2.77x Agent success vs baseline Impact 97% 2.77xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 0.1.1 |
Quickstart example: Express.js API coding standards (rules) | Rules | — |
vitron-ai/alethia v0.8.4 Agent-native E2E runtime with verifiable safety. 16 MCP tools including alethia_propose_tests (agent generates tests from a URL), alethia_assert_safety (proves destructive actions are blocked), and the expect block: NLP primitive unique to Alethia. Zero-IPC; 2-5x faster than Playwright MCP per flow; signed evidence packs. Works with Claude Code, Cursor, Cline. | SkillsDocsRules | 95 2.80x Agent success vs baseline Impact 98% 2.80xAverage score across 5 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 0.8.4 |
Provides EXPLAIN ANALYZE workflow for identifying missing indexes, sequential scans, and query plan issues. | SkillsDocsRules | 75 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 0.1.0 |
jbaruch/coding-policy v0.3.27 General-purpose coding policy for Baruch's AI agents | SkillsRules | 96 1.24x Agent success vs baseline Impact 97% 1.24xAverage score across 18 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 0.3.27 |
Standards and workflows for building secure, well-structured Terraform modules, including planning gates, validation steps, and implementation guidance. | SkillsDocsRules | 74 1.77x Agent success vs baseline Impact 80% 1.77xAverage score across 5 eval scenarios Securityby Passed No known issues Reviewed: Version: 0.0.8 |
Gemini Enterprise A2A configuration and rules. | SkillsDocsRules | 58 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 0.1.0 |
g14wxz/flutter-micro-ui v0.1.0 Atomic Design micro-UI architecture | SkillsDocsRules | 72 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 0.1.0 |
Provides database health diagnostics via slow query analysis, bottleneck identification, and Postgres inspection. | SkillsDocsRules | 80 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 0.1.0 |
PCB 공정 디지털트윈 플랫폼 페이지별 적합성 분석 및 보강 기능 가이드 | Rules | — |
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