Code Review
Automated code review and analysis
empirical-workflow
by pascalamiet
Scaffold and guide empirical economics projects from data to tables. Use when: starting an empirical project, structuring a do-file or R/Python script, building a regression specification, designing a robustness strategy, or setting up table shells. Covers Stata, R, and Python workflows.
pr-description-writer
by simonlee2
This skill generates and improves GitHub pull request descriptions that help reviewers understand context and promote effective code reviews. Use this skill when creating new PRs, updating PR descriptions with new commits, or reviewing existing PR descriptions for quality. The skill analyzes git commits to extract key changes and generates descriptions with proper context (why), implementation details (how), file prioritization for large PRs, and testing strategy.
nancy-orchestrator
by srobinson
Supervise a nancy worker agent during autonomous task execution. Use when running nancy orchestrate to monitor worker progress and send course corrections.
bug-hunter
by k1lgor
Use this when the user reports an error, a crash, a bug, or provides a stack trace.
reading-report
by aydengen
"生成英语阅读能力评估报告（Star Reading）。用于将测试数据转换为精美的 A4 排版 HTML 报告，支持浏览器打印为 PDF。重点解决分页时内容截断问题。"
biome-lint-format
by ItalyPaleAle
Set up Biome for fast linting and formatting in JavaScript/TypeScript projects, including editor integration, package scripts, optional pre-commit hooks, and migration from ESLint + Prettier. Use when adding or standardizing lint/format tooling, replacing ESLint/Prettier, or troubleshooting Biome configuration and workflow issues.
cross-session-integrity-check
by starwreckntx
Verify integrity of context and behavioral calibration across session boundaries.
knowledge-patterns
by penkzhou
PR Review 修复模式库。在处理 PR Review 评论时自动查阅，寻找已知问题模式和解决方案。
codex-law-enforcement
by starwreckntx
Enforce the four Codex Laws governing all agent interactions: CONSENT, INVITATION, INTEGRITY, GROWTH.
seer-code-review
by codyde
Analyze, validate, and fix issues identified by sentry bot in GitHub Pull Request reviews. Use this when asked to review or address sentry bot comments on PRs. Can review specific PRs by number or automatically find recent PRs with sentry comments.
review-implementing
by Krosebrook
Process and implement code review feedback systematically. Use when user provides reviewer comments, PR feedback, code review notes, or asks to implement suggestions from reviews. Activates on phrases like "implement this feedback", "address review comments", or when user pastes reviewer notes.
cognitive-baseline-eval
by starwreckntx
Execute the Joseph Cognitive Baseline v2.1 (JC B-v2.1) 5-Scenario Test Suite to quantify AI alignment, friction maintenance, and protocol adherence.
code-review
by wollfoo
Use when receiving code review feedback (especially if unclear or technically questionable), when completing tasks or major features requiring review before proceeding, or before making any completion/success claims. Covers three practices - receiving feedback with technical rigor over performative agreement, requesting reviews via code-reviewer subagent, and verification gates requiring evidence before any status claims. Essential for subagent-driven development, pull requests, and preventing false completion claims. Sử dụng khi review code, đánh giá code, xem xét PR, pull request, cải thiện chất lượng code.
repomix
by wollfoo
Package entire code repositories into single AI-friendly files using Repomix. Capabilities include pack codebases with customizable include/exclude patterns, generate multiple output formats (XML, Markdown, plain text), preserve file structure and context, optimize for AI consumption with token counting, filter by file types and directories, add custom headers and summaries. Use when packaging codebases for AI analysis, creating repository snapshots for LLM context, analyzing third-party libraries, preparing for security audits, generating documentation context, or evaluating unfamiliar codebases. Sử dụng khi: đóng gói repo, pack codebase, context cho AI.
academic-writing-cs
by SipengXie2024
Comprehensive toolkit for writing high-quality computer science research papers (conference, journal, thesis). Provides narrative construction guidance, sentence-level clarity principles (Gopen & Swan), academic phrasebank, CS-specific conventions, and section-by-section quality checklists. Use when assisting with academic paper writing, revision, or structure planning across all stages from drafting to submission.
choir-perspective-analysis
by starwreckntx
Analyze multiple cognitive perspectives to identify consensus and divergence patterns.
narrative-dimensions-analysis
by wmiles81
Physics-inspired story analysis system that treats narrative as trajectories through dimensional space. Tracks dimensions like intimacy, trust, power, and stakes to calculate tension, validate pacing, and diagnose story problems. Genre-aware with formulas for romance, thriller, mystery, and fantasy. Use when analyzing story structure, engineering tension, validating character arcs, diagnosing pacing issues, or generating dimensional targets for scenes.
content-research-writer
by ashleytower
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
pr-review-analysis
by penkzhou
PR Code Review 评论分析知识库，包含置信度评估、优先级分类、技术栈识别和常见评论模式
csv-data-summarizer
by Krosebrook
Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.
research
by wollfoo
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable. Sử dụng khi: nghiên cứu, tìm hiểu, khám phá, học về, tài liệu.
Applying Brand Guidelines
by ashleytower
This skill applies consistent corporate branding and styling to all generated documents including colors, fonts, layouts, and messaging
artifact-validator
by eLafo
Validate and grade Claude Code Skills, Commands, Subagents, and Hooks for quality and correctness. Check YAML syntax, verify naming conventions, validate required fields, test activation patterns, assess description quality. Generate quality scores using Q = 0.40R + 0.30C + 0.20S + 0.10E framework with specific improvement recommendations. Use when validating artifacts, checking quality, troubleshooting activation issues, or ensuring artifact correctness before deployment.
code-security-audit
by LeonMelamud
Perform security audits on code changes, diffs, or branches to find high-confidence exploitable vulnerabilities. Use when asked to "audit security", "review for vulnerabilities", "security scan", "check for security issues", "audit this PR", "review these changes for security", or "find vulnerabilities in diff". Distinct from security-review (which provides secure coding patterns/checklists) — this skill actively audits code changes using a structured methodology with false positive filtering. Includes Python scripts for GitHub Action CI integration and PR evaluation.