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446 skills match “code review”
GStack Review Stack
Use this skill when Codex needs gstack-style CEO/product, engineering, design, QA, release, or portfolio-shelf-space review. Trigger for requests like "use gstack", "CEO review", "engineering plan review", "design critique", "QA gate", "ship gate", "which products should we keep", or "decide what to publish/unpublish".
Code Runner Skill
Run code snippets in 30+ programming languages including JavaScript, Python, TypeScript, Java, C, C++, Go, Rust, Ruby, PHP, and more. Use when the user wants to execute code, test algorithms, verify output, run scripts, or check code behavior. Supports both interpreted and compiled languages.
Scientific Critical Evaluation and Peer Review
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback. Best for actual review writing, manuscript revision. For evaluating claims/evidence quality use scientific-critical-thinking; for quantitative scoring frameworks use scholar-evaluation.
Referral & Affiliate Programs
When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' 'affiliate payout,' 'get more reviews,' 'G2 reviews,' 'review campaign,' or 'respond to a bad review.' Use this whenever someone wants existing users or partners to bring in new customers. For launch-specific virality, see launch.
Go2gg
Use Go2.gg API for URL shortening, link analytics, QR code generation, webhooks, and link-in-bio pages. Use when the user needs to create short links, track clicks, generate QR codes, set up link-in-bio pages, or manage branded URLs. Free tier includes short links, QR codes, and analytics. Requires GO2GG_API_KEY env var. QR code generation is free without auth.
Security Best Practices
Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not trigger for general code review, debugging, or non-security tasks.
Role: Senior OpenGL ES & Graphics Rendering Expert
Senior OpenGL ES & Graphics Rendering Expert skill for AI coding assistants. Enforces OpenGL ES 3.0/3.1/3.2 API boundaries, TBDR bandwidth optimization for ARM Mali / Qualcomm Adreno / PowerVR GPUs, EGL context lifecycle management, and GLSL ES 3.00/3.10/3.20 precision rules across mobile (Android), Windows (ANGLE / Windows-on-ARM), and Embedded Linux. Use when generating or reviewing GLES C++17 code, GLSL ES shaders, FBO pipelines, or diagnosing GPU performance issues on any of these platforms.
Munger Observer
Review a specific decision, plan, or artifact using bounded evidence, counterevidence, alternatives, opportunity cost, and verifiable next checks. Use for a "Munger review", decision review, premortem, or blind-spot review. Do not automatically scan history or assess a person's character, intent, or mental state.
Frontend Arch Analyzer
This skill should be used when the user needs to analyze frontend project architecture evaluate tech stack choices review component design patterns assess build configuration check monorepo structure audit VSCode extension setup or review OpenHarmony project layout. It generates structured architecture evaluation reports with scores grades strengths weaknesses and actionable refactoring suggestions. Trigger phrases include "analyze architecture" "review frontend project" "tech stack evaluation" "component design review" "build config audit" "monorepo analysis" "前端架构分析" "技术栈评估" "组件设计评审" "工程化诊断" "构建配置审计" "项目体检".
Coding
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
CodeBuddy CLI Skill
CodeBuddy Code CLI installation, configuration and usage guide. CodeBuddy Code is Tencent's AI-powered CLI programming assistant supporting natural language driven development. - MANDATORY TRIGGERS: CodeBuddy, codebuddy, AI CLI, Tencent AI coding, @tencent-ai/codebuddy-code, terminal AI assistant - Use when: installing CodeBuddy CLI, configuring CodeBuddy, using CodeBuddy commands, troubleshooting CodeBuddy issues
Rust
Writes, debugs, and optimizes Rust code, crates, and Cargo builds: ownership, lifetimes, traits, async, unsafe, and FFI. Use when the borrow checker rejects code, when rustc reports value moved, cannot borrow as mutable, does not live long enough, missing lifetime specifier, trait bound not satisfied, or not dyn compatible; when a future cannot be sent between threads, a Mutex guard crosses an await, a task blocks the async runtime, or select! loses data; when code deadlocks, panics on unwrap, or hits BorrowMutError; when cargo builds are slow, features unify unexpectedly, two versions of one crate collide, or the build fails only in CI; when writing unsafe, C FFI, proc macros, serde derives, no_std firmware, or wasm; when cross-compiling to musl or another target; when profiling, benchmarking, or shrinking a Rust binary. Not for C++ or language-agnostic concurrency theory.
Ralph Loop
Guide OpenClaw agents to execute Ralph Wiggum loops using exec and process tools. Agent orchestrates coding agents (Codex, Claude Code, OpenCode, Goose) with proper TTY support via pty:true. Plans/builds code via PROMPT.md + AGENTS.md, SPECS and IMPLEMENTATION_PLAN.md. Includes PLANNING vs BUILDING modes, backpressure, sandboxing, and completion conditions. Users request loops, agents execute using tools.
Literature Review
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
Literature Review
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
Claude Code Usage
Check Claude Code OAuth usage limits (session & weekly quotas). Use when user asks about Claude Code usage, remaining limits, rate limits, or how much Claude usage they have left. Includes automated monitoring to notify when quotas reset.
Threat Model Source Code Repo
Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.
Coder Workspaces
Manage Coder workspaces and AI coding agent tasks via CLI. List, create, start, stop, and delete workspaces. SSH into workspaces to run commands. Create and monitor AI coding tasks with Claude Code, Aider, or other agents.
Kubernetes Debugging and Manifest Review
Debugs Kubernetes workloads and reviews manifests: pods, probes, resources, rollouts, Services, storage, RBAC. Use when a pod is Pending, CrashLoopBackOff, ImagePullBackOff, OOMKilled or stuck Terminating, when a Service or Ingress serves nothing or returns 502/503/504, when cluster DNS is flaky, a rollout hangs or silently ships a broken version, an HPA refuses to scale, a PVC stays unbound, a node goes NotReady or a drain never finishes, when writing or reviewing YAML, Helm charts or kustomize overlays, when tuning requests, limits, QoS, probes and graceful shutdown, when locking down RBAC, NetworkPolicy, Pod Security and Secrets, when the API server throttles or an admission webhook blocks every create, when a GPU pod never schedules, when a mesh sidecar breaks a Job, or when planning a cluster upgrade, a backup, or a restore. Covers kubectl triage, StatefulSets, Jobs and CronJobs, autoscaling, operators, node drains and DaemonSet agents. Not for building container images — that is `docker`.
ccsinfo - Claude Code Session Info
Query and analyze Claude Code session data from a remote server. Use when asked to inspect Claude Code sessions, view conversation history, check tool calls, track tasks, search prompts, or view usage statistics. Requires CCSINFO_SERVER_URL to be set and a ccsinfo server running.
React
Builds, debugs, and reviews React apps: components, hooks, state, Server Components, forms, performance, testing. Use when writing or refactoring components, choosing state management (useState, Context, Zustand, TanStack Query, Redux), when a component rerenders too often, loops infinitely ("too many re-renders"), shows stale or not-updating state, fails with a hydration mismatch or hook-order error, when an effect fires twice or fetches race, when typing lags or long lists scroll slowly, when adopting React 19, Server Actions, or the React Compiler, when testing components with Testing Library, typing props in TypeScript, or reviewing AI-generated React code. Not for React Native (mobile) or Next.js routing and deployment — use react-native or nextjs.
Academic Research
Search academic papers and conduct literature reviews using OpenAlex API (free, no key needed). Use when the user needs to find scholarly papers by topic/author/DOI, explore citation chains, get structured paper metadata (title, authors, abstract, citations, DOI, open access URL), fetch full text of open access papers, or conduct automated literature reviews with theme identification and synthesis. Triggers on requests involving academic search, paper lookup, citation analysis, literature review, research synthesis, or scholarly reference gathering.
React Best Practices
React and Next.js performance optimization guidelines from Vercel Engineering. 57 rules across 8 categories for writing, reviewing, and refactoring React code.
TypeScript Style Guide Skill
Provide best-practice coding conventions and generate standards-compliant TypeScript code.