Performance
Performance profiling and optimization
forge-analyze
by fwehrling
FORGE Analyst Agent — Domain research and requirements elicitation. Upstream of /forge-plan. Usage: /forge-analyze
forge-auto
by fwehrling
FORGE Autopilot — Intelligent autonomous mode. FORGE analyzes the project state, automatically decides the next action, and orchestrates all agents until completion. Configurable checkpoints for human review. Usage: /forge-auto or /forge-auto "specific objective"
forge-quick-test
by fwehrling
FORGE Quick QA — Zero-config testing with automatic framework detection. Lightweight alternative to /forge-verify. Usage: /forge-quick-test
ctf-pwn
by th3w1zard1
Solve CTF binary exploitation challenges by discovering and exploiting memory corruption vulnerabilities to read flags. Use for buffer overflows, format strings, heap exploits, ROP challenges, or any pwn/exploitation task.
python-data-reviewer
by physics91
WHEN: Pandas/NumPy code review, data processing, vectorization, memory optimization WHAT: Vectorization patterns + Memory efficiency + Data validation + Performance optimization + Best practices WHEN NOT: Web framework → fastapi/django/flask-reviewer, General Python → python-reviewer
binary-triage
by th3w1zard1
Performs initial binary triage by surveying memory layout, strings, imports/exports, and functions to quickly understand what a binary does and identify suspicious behavior. Use when first examining a binary, when user asks to triage/survey/analyze a program, or wants an overview before deeper reverse engineering.
kotlin-android-reviewer
by physics91
WHEN: Android Kotlin code review, Jetpack Compose patterns, Coroutines/Flow checks, ViewModel structure analysis WHAT: Compose best practices + Coroutines patterns + State management + Memory leak detection + Performance optimization WHEN NOT: KMP shared code → kotlin-multiplatform-reviewer, Backend → kotlin-spring-reviewer
prompt-clarifier
by physics91
WHEN: Ambiguous prompts, vague requirements, missing context, unclear instructions WHAT: Ambiguity detection + AskUserQuestion clarification + Interactive option selection WHEN NOT: Clear detailed instructions → proceed directly
architecture
by dy9759
Comprehensive system architecture design and implementation workflow that orchestrates expert analysis, technical decision-making, and architectural pattern selection using the integrated toolset. Handles everything from initial system analysis to implementation-ready technical specifications.
backend-dev
by dy9759
Comprehensive backend development workflow that orchestrates expert analysis, architecture design, implementation, and deployment using the integrated toolset. Handles everything from API design and database architecture to security implementation and DevOps automation.
perf-analyzer
by physics91
WHEN: Performance analysis, bundle size optimization, rendering, Core Web Vitals, code splitting WHAT: Bundle analysis + large dependency detection + re-render issues + useMemo/useCallback suggestions + LCP/FID/CLS improvements WHEN NOT: Code quality → code-reviewer, Security → security-scanner
browser-use
by Jackiexiao
自动进行浏览器交互，以进行Web测试、表单填充、屏幕截图和数据提取。当用户需要浏览网站、与网页交互、填写表单、截屏或从网页中提取信息时使用。
butler-memory
by Tzeusy
Memory classification framework — entity resolution, permanence levels, tagging strategy, and extraction philosophy
note
by Nomik94
컴팩션에서 살아남는 영구 메모 시스템. 긴 세션에서 중요 컨텍스트 손실 방지.
chrome-devtools
by artivilla
Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation. Use when debugging web pages, automating browser interactions, analyzing performance, or inspecting network requests.
prisma-expert
by samChang72
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design, or database connection issues.
tonejs
by HongmingWang-Rabbit
Best practices for Tone.js - programmatic music and audio synthesis in the browser using the Web Audio API. Covers synths, effects, sequencing, timing, samples, signals, patterns, MIDI, visualization, browser audio, music emotion mapping, rhythm/beat construction, music theory utilities, generative/algorithmic composition, performance optimization, offline rendering/recording, and React/Next.js integration.
graphiti
by aeonbridge
Comprehensive skill for Graphiti and Zep - temporal knowledge graph framework for AI agents with dynamic context engineering
desktop-app-dev
by YPYT1
Desktop App Dev subagent
vercel-react-best-practices
by yldgio
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
react-rerender-auditor
by handxr
Audit React components for unnecessary re-renders, inline object/array/function creation in JSX props, Context.Provider with unstable values, useEffect anti-patterns (async callbacks, setState loops, missing deps), expensive unmemoized render operations, and component complexity issues. Use when reviewing React performance, debugging slow components, auditing a codebase for re-render issues, or when a user asks to check their React code for performance problems, find unnecessary re-renders, optimize components, or audit hook usage. Triggers on tasks involving .jsx/.tsx/.js/.ts files with React components.
agent-orchestration-improve-agent
by ncdevshiv
"Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration."
agent-builder
by YPYT1
Build high-performing OpenClaw agents end-to-end. Use when you want to design a new agent (persona + operating rules) and generate the required OpenClaw workspace files (SOUL.md, IDENTITY.md, AGENTS.md, USER.md, HEARTBEAT.md, optional MEMORY.md + memory/YYYY-MM-DD.md). Also use to iterate on an existing agent’s behavior, guardrails, autonomy model, heartbeat plan, and skill roster.
upsell-sequence-assembler
by tonyflo79
Assemble all upsell sequence pieces (order bump + upsell + downsell) into a cohesive sequence document with cross-page narrative validation. Use after U1-U3 have produced their individual pieces. This is an ASSEMBLY + VALIDATION skill, not a writing skill — it combines existing pieces, validates threading between them, verifies pricing cascade compliance, and catches inconsistencies that individual skill validations miss. Produces assembled sequence document plus E0 handoff for email integration. Trigger when users mention assembling the upsell funnel, compiling upsell pages, sequence validation, or building the complete post-purchase flow. Requires U0-U3 outputs.