Code Review
Automated code review and analysis
create-github-action
by richfrem
Scaffold a traditional deterministic GitHub Actions CI/CD workflow. Use this when creating build, test, deploy, lint, release, or security scan pipelines. This is distinct from agentic workflows — no AI is involved at runtime.
cremieux-cardio
by drshailesh88
"Write data-driven, evidence-first long-form Twitter posts on medicine and cardiology. Use when the user wants to: (1) Create thought leadership content in the style of Eric Topol, Peter Attia, Andrew Huberman, or Rhonda Patrick, (2) Present clinical evidence with charts, data, and Q1 journal citations for educated non-specialist audiences, (3) Write confident, matter-of-fact medical content that is rigorous without being inaccessible, (4) Explain trials, drugs, or medical phenomena using data visualization and systematic evidence review, (5) Build authority through methodological rigor and clear conclusions backed by evidence. NOT for newsletters or Substack. For Twitter long-form posts only."
django-verification
by peopleforrester
Pre-deployment verification workflow for Django projects. Covers migration checks, security audit, performance profiling, dependency scanning, deployment readiness, and production configuration validation.
giving-presentations
by oldwinter
"Plan and deliver persuasive, confident presentations and produce a Presentation Pack (brief, narrative, slide outline, Q&A bank, pre-brief plan, rehearsal plan, delivery checklist). Use for presentation, deck, keynote, all-hands, exec review, demo talk track. Category: Communication."
performance-reviewer
by peopleforrester
Performance analysis and optimization. Use when reviewing code for performance issues, identifying bottlenecks, or optimizing slow operations. Covers frontend, backend, and database performance.
managing-imposter-syndrome
by oldwinter
"Manage imposter syndrome at work and produce an Imposter Syndrome Management Pack (trigger & pattern map, reframes, evidence bank, experiment plan, support scripts, maintenance routine). Use for self-doubt, feeling like a fraud, new role anxiety, stretch assignments. Category: Career."
aio-debug
by aiocean
This skill should be used when the user asks to "debug", "fix bug", "fixbug", "investigate error", "troubleshoot", "why is this broken", "not working", "failing test", "unexpected behavior", or encounters any bug, error, or test failure. Orchestrates systematic debugging with codebase understanding, code review, and quality verification for maximum fix effectiveness.
facilitation-techniques
by DoubleslashSE
Core facilitation skills for running effective workshops. Use when facilitating any type of group session, managing participation, and guiding discussions.
rust-patterns
by peopleforrester
Rust best practices, patterns, and idioms. Covers ownership, error handling with Result/Option, traits, lifetimes, and async Rust. Use when writing Rust code or reviewing Rust patterns.
analyze-plugin
by richfrem
Systematically analyze agent plugins and skills to extract design patterns, architectural decisions, and reusable techniques. Trigger with "analyze this plugin", "mine patterns from", "review plugin structure", "extract learnings from", "what patterns does this plugin use", or when examining any plugin or skill collection to understand its design.
code-simplifier
by unix2dos
"代码简化与优化专家/代码简化。Use this agent when you need to simplify, optimize, refactor, or clean up code. This agent helps reduce complexity, improve readability, and ensure code follows best practices like YAGNI, KISS, and DRY principles. Supports two modes: analysis mode (provides simplification suggestions) and execution mode (directly modifies code). Works with any programming language. Examples: <example>Context: User wants to simplify complex code. user: \"这段代码太复杂了，帮我简化一下\" assistant: \"Let me analyze and simplify this code using the code-simplifier agent\" <commentary>Use code-simplifier to reduce complexity and improve readability.</commentary></example> <example>Context: User wants a code review for optimization opportunities. user: \"Review this function for optimization\" assistant: \"I'll use code-simplifier to identify optimization opportunities and suggest improvements\" <commentary>Code-simplifier can analyze and provide optimization recommendations.</commentary></example>"
verification-loop
by peopleforrester
Pre-PR quality verification workflow. Runs build, type-check, lint, test, security scan, and coverage analysis in sequence. Stops on first failure and reports actionable fixes. Use before creating pull requests.
aio-monitoring-observability
by aiocean
This skill should be used when the user asks to "set up monitoring", "design metrics", "create alerts", "build dashboards", "calculate SLOs", "analyze performance", "compare monitoring tools", "migrate from Datadog", or mentions Prometheus, Grafana, Loki, OpenTelemetry, Four Golden Signals, RED/USE methods, error budgets, distributed tracing.
learning-loop
by richfrem
"(Industry standard: Loop Agent / Single Agent) Primary Use Case: Self-contained research, content generation, and exploration where no inner delegation is required. Self-directed research and knowledge capture loop. Use when: starting a session (Orientation), performing research (Synthesis), or closing a session (Seal, Persist, Retrospective). Ensures knowledge survives across isolated agent sessions."
branch-strategy
by peopleforrester
Git branching strategies and workflows. Use when setting up a project's branching model, discussing Git workflow, or deciding between trunk-based and Git Flow approaches.
orchestrator
by richfrem
"(Industry standard: Routing Agent / Orchestrator Pattern) Primary Use Case: Analyzing an ambiguous trigger and routing it to one of the specific specialized implementations. Routes triggers to the appropriate agent-loop pattern. Use when: assessing a task, research need, or work assignment and deciding whether to run a simple learning loop, red team review, dual-loop delegation, or parallel swarm. Manages shared closure (seal, persist, retrospective, self-improvement)."
codex-code-review
by beshkenadze
Use Codex CLI for AI-powered code review. Triggers on "codex review", "review with codex", "code review pr", or when user wants AI code review before PR/merge.
skill-review
by oldwinter
Skills retrospective and improvement. Use when: - User asks to "review", "retrospect", "summarize" or "复盘" skills - User wants to analyze skills issues from the conversation - User requests skills optimization or improvement - End of conversation or after significant skill usage
Orchestration Planner
by daffy0208
Plan multi-step workflows using capability graph and Codex-powered goal decomposition with HTN-style hierarchical task planning.
branch
by cblecker
Enhanced branch creation with smart naming and conventional commits detection
Dark Matter Analyzer
by daffy0208
Analyze repositories to reveal unseen patterns, strategic drift, and organizational health. Use when assessing repository coherence, diagnosing project issues, identifying documentation inflation, or understanding why a codebase feels misaligned with its stated goals.
content-seo-optimizer
by drshailesh88
"Three-agent SEO audit pipeline. Scrapes your content → analyzes SERP competitors → generates prioritized optimization report with P0/P1/P2 recommendations. Use BEFORE and AFTER publishing to maximize organic reach."
interface-design
by alunadev
Build interface design with craft and consistency for dashboards, admin panels, and SaaS tools. Generates intentional, non-generic designs by exploring product domains and creating signature elements.
migrate-from-gha
by rwx-cloud
Migrate a GitHub Actions workflow to RWX. Translates triggers, jobs, steps