智能体
Agent 规划、多步流程与编排
optimize-plugin
FradSer
This skill should be used when the user asks to "validate a plugin", "optimize plugin", "check plugin quality", "review plugin structure", or mentions plugin optimization and validation tasks.
plugin-best-practices
FradSer
Validates Claude Code plugins against architectural best practices for Agents, Skills, MCP, and Progressive Disclosure. Use when validating plugin structure, reviewing manifest files, checking frontmatter compliance, or verifying tool invocation patterns.
create-feishu-doc
FradSer
This skill should be used when the user asks to "create a Feishu doc", "create a new doc in Feishu", "open Feishu and create document", "create document in leiniao-ibg", or mentions creating documents in Feishu/Lark workspace.
browser-switch-tab
openakita
Switch to a specific browser tab by index. When you need to work with a different tab or return to previous page. Use browser_list_tabs to get tab indices.
refactor
FradSer
This skill should be used when the user asks to refactor specific files or directories, simplify recently changed code, clean up dead code in a limited scope, or invokes /refactor with paths or semantic queries.
takopi-release
banteg
Prepare and ship a Takopi release. Use when asked to cut a release, bump release versions, update changelog/spec/readme, tag v<major.minor.patch>, or trigger the GitHub release workflow.
desktop-screenshot
openakita
Capture Windows desktop screenshot with automatic file saving. When you need to show desktop state, capture application windows, or record operation results. IMPORTANT - must actually call this tool, never say 'screenshot done' without calling. Returns file_path for deliver_artifacts.
agent-team-driven-development
FradSer
Provides guidance on choosing between Agent Teams and Sub-agents and executing complex plans with parallel coordination. Use when implementing complex features requiring multiple specialized teammates working in parallel.
agent-browser
exceptionless
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
TB2J
mailhexu
Guide for using TB2J command-line tools to calculate magnetic interaction parameters (J, DMI, etc.) from DFT outputs (Wannier90, Siesta, Abacus). Use this skill when the user asks about running TB2J commands, their parameters, inputs, or outputs.
biomni
Microck
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases.
Agent Development
Microck
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.
ux-designer
aj-geddes
Designs user experiences, creates wireframes, defines user flows, ensures accessibility. Trigger keywords - UX design, wireframe, user flow, accessibility, WCAG, mobile-first, responsive, UI design, user journey, interface design, user experience, design system, component design, interaction design
bmad-orchestrator
aj-geddes
Orchestrates BMAD workflows for structured AI-driven development. Use when initializing BMAD in projects, checking workflow status, or routing between 4 phases (Analysis, Planning, Solutioning, Implementation). Manages project configs, tracks progress through project levels 0-4, and coordinates with specialized workflows. Trigger on /workflow-init, /workflow-status, or when users need BMAD setup.
openclaw-github-dedupe
vincentkoc
Investigate a cluster of GitHub issues and PRs, determine canonical candidates, post duplicate/related status, preserve contributor credit, and execute cleanup actions (comments, closes, labels, changelog touchpoints).
autonomous-skill
feiskyer
'Use when user wants to execute long-running tasks that require multiple sessions to complete. This skill manages task decomposition, progress tracking, and autonomous execution using Claude Code headless mode with auto-continuation. Trigger phrases: "autonomous", "long-running task", "multi-session", "自主执行", "长时任务", "autonomous skill".'
pasta-attack-sim
florianbuetow
This skill should be used when the user asks to "simulate attacks", "build attack trees", "model exploit chains", "score exploitability", or is running PASTA stage 6. Also triggers when the user asks about attack scenarios, red team simulation, DREAD scoring, or detection gap analysis in a threat modeling context. Part of the PASTA threat modeling methodology (Stage 6 of 7).
pasta-threats
florianbuetow
This skill should be used when the user asks to "analyze threats", "identify threat actors", "map attack vectors", "cross-reference MITRE ATT&CK", or is running PASTA stage 4. Also triggers when the user asks about adversary tactics, supply chain threats, or threat intelligence in a threat modeling context. Part of the PASTA threat modeling methodology (Stage 4 of 7).
business-logic
florianbuetow
This skill should be used when the user asks to "check business logic security", "find logic flaws", "audit workflow security", "check for coupon abuse", "detect negative amount exploits", "analyze state machine security", or mentions "business logic", "workflow bypass", "negative amount", "coupon abuse", "self-referral", "state manipulation", or "time-based exploit" in a security context.
interactive-states
fusengine
Use when implementing button states, form field states, or interactive feedback. Covers hover, active, focus, disabled, loading states.
AgentDB Learning Plugins
Microck
"Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience."
chapter-content-generator
dmccreary
This skill generates comprehensive chapter content for intelligent textbooks after the book-chapter-generator skill has created the chapter structure. Use this skill when a chapter index.md file exists with title, summary, and concept list, and detailed educational content needs to be generated at the appropriate reading level with rich non-text elements including diagrams, infographics, and MicroSims. (project, gitignored)
sniper-check
fusengine
Use when validating code quality after modifications. Runs sniper agent in isolated forked context for clean, fast validation.
ios-debugger-agent
harperreed
Use XcodeBuildMCP to build, run, launch, and debug the current iOS project on a booted simulator. Trigger when asked to run an iOS app, interact with the simulator UI, inspect on-screen state, capture logs/console output, or diagnose runtime behavior using XcodeBuildMCP tools.