Agents
AI agents and automation
skill-organizer
by massgen
Analyze, reorganize, and catalog all installed skills. Merges overlapping skills, restructures the filesystem hierarchy, and generates a compact SKILL_REGISTRY.md routing guide for system prompts.
skill-creator
by tech-leads-club
Guide for creating effective AI agent skills. Use when users want to create a new skill (or update an existing skill) that extends an AI agent's capabilities with specialized knowledge, workflows, or tool integrations. Works with any agent that supports the SKILL.md format (Claude Code, Cursor, Roo, Cline, Windsurf, etc.). Triggers on "create skill", "new skill", "package knowledge", "skill for".
scalability-assessment
by proflead
Assess a system for growth bottlenecks. Use when a senior developer needs to evaluate scaling limits.
ticket-breakdown
by proflead
Break a task or ticket into small steps. Use when a junior developer needs guidance on how to start.
customaize-agent:apply-anthropic-skill-best-practices
by NeoLabHQ
Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure
dust-call-agent
by dust-tt
Call a Dust agent to get information (read a slack thread, a notion URL, a google drive document...), perform an action (post a message to slack, create a calendar event, ...), provide context on any topic regarding Dust (the company, current discussions, customers...) or in general have the Dust agent perform a given task.
learn
by boshu2
'Capture knowledge manually into the flywheel. Save a decision, pattern, lesson, or constraint for future sessions. Triggers: "learn", "remember this", "save this insight", "I learned something", "note this pattern".'
create-skill
by sd0xdev
"Create or refactor Claude Code skills. Use when: building new skills, restructuring existing skills. Not for: skill quality audit (use skill-health-check), code review (use codex-code-review). Output: skill files (SKILL.md + command + references)."
octocode-local-search
by bgauryy
Use when the user asks to "find X in codebase", "where is Y defined?", "explore this dir", "list files in src/", "trace definitions", "find usages" — local-only. Local codebase exploration via Octocode Local + LSP. No GitHub; for external repos use octocode-research.
tmux-cli
by pchalasani
CLI utility to communicate with other CLI Agents or Scripts in other tmux panes; use it only when user asks you to communicate with other CLI Agents or Scripts in other tmux panes.
agent-browser
by baptisteArno
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.
protein-design-workflow
by adaptyvbio
End-to-end guidance for protein design pipelines. Use this skill when: (1) Starting a new protein design project, (2) Need step-by-step workflow guidance, (3) Understanding the full design pipeline, (4) Planning compute resources and timelines, (5) Integrating multiple design tools. For tool selection, use binder-design. For QC thresholds, use protein-qc.
ai-article
by itwanger
自动搜集AI领域热点或根据指定选题，按照二哥的写作风格完成AI技术类文章撰写。专注于AI Coding工具实测（Claude Code、Qoder、Cursor、TRAE等）、大模型工程化落地（SpringAI、LangChain、RAG等）、AI Agent和工作流编排、国产大模型评测（GLM、通义千问、DeepSeek、MiniMax、Kimi等）、各种AI工具、Agent工具的评测。触发关键词：写一篇AI文章、AI技术文章、大模型测评、AI工具实测、GLM、Claude Code、Qoder、Cursor、TRAE、SpringAI、RAG、Agent、工作流、国产大模型、搜集AI热点、AI选题等。
customaize-agent:create-agent
by NeoLabHQ
Comprehensive guide for creating Claude Code agents with proper structure, triggering conditions, system prompts, and validation - combines official Anthropic best practices with proven patterns
learn-from-pr
by dotnet
Analyzes a completed PR to extract lessons learned from agent behavior. Use after any PR with agent involvement - whether the agent failed, succeeded slowly, or succeeded quickly. Identifies patterns to reinforce or fix, and generates actionable recommendations for instruction files, skills, and documentation.
create-agent
by antinomyhq
Create new agents for the code-forge application. Agents are stored as .md files in the <cwd>/.forge/agents directory with YAML frontmatter (id, title, description, reasoning, tools, user_prompt) and markdown body containing agent instructions. Use when users need to add new agents, modify existing agents, or understand the agent file structure.
playbook-executor
by RHEcosystemAppEng
CRITICAL: This skill must be used for Ansible playbook execution. DO NOT use raw MCP tools like execute_playbook or get_job_status directly. Execute Ansible remediation playbooks and track job status through the mock Ansible MCP server. Use this skill after generating a playbook to execute it and monitor completion status. The skill handles temporary file creation, job submission, status polling, and completion reporting. This skill orchestrates MCP tools (execute_playbook, get_job_status) from ansible-mcp-server to provide reliable playbook execution with job tracking and status monitoring. IMPORTANT: ALWAYS use this skill instead of calling execute_playbook or get_job_status directly.
autonomous-skill
by myysophia
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 Codex non-interactive mode with auto-continuation. Trigger phrases include autonomous, long-running task, multi-session, 自主执行, 长时任务, autonomous skill.
Science
by danielmiessler
Universal thinking and iteration engine based on the scientific method. USE WHEN user says "think about", "figure out", "try approaches", "experiment with", "test this idea", "iterate on", "improve", "optimize", OR any problem-solving that benefits from structured hypothesis-test-analyze cycles. THE meta-skill that other workflows implement.
WriteStory
by danielmiessler
Layered fiction writing system using Will Storr's storytelling science and rhetorical figures. USE WHEN write story, fiction, novel, short story, book, chapter, story bible, character arc, plot outline, creative writing, worldbuilding, narrative, mystery writing, dialogue, prose, series planning.
CreateSkill
by danielmiessler
Create and validate skills. USE WHEN create skill, new skill, skill structure, canonicalize. SkillSearch('createskill') for docs.
FirstPrinciples
by danielmiessler
First principles analysis. USE WHEN first principles, fundamental, root cause, decompose. SkillSearch('firstprinciples') for docs.
BeCreative
by danielmiessler
Extended thinking mode. USE WHEN be creative, deep thinking, deep thinking, extended reasoning. SkillSearch('becreative') for docs.
RedTeam
by danielmiessler
Adversarial analysis with 32 agents. USE WHEN red team, attack idea, counterarguments, critique, stress test. SkillSearch('redteam') for docs.