2,072 of these skill files have been read, by 1,193 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid

• 17521

  Llm prompt optimizer

  ranbot-ai/awesome-skills/skills/llm-prompt-optimizer · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17522

  Llm structured output

  ranbot-ai/awesome-skills/skills/llm-structured-output · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17523

  Local llm expert

  ranbot-ai/awesome-skills/skills/local-llm-expert · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17524

  Manage skills

  ranbot-ai/awesome-skills/skills/manage-skills · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17525

  Mcp builder ms

  ranbot-ai/awesome-skills/skills/mcp-builder-ms · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17526

  Mcp builder

  ranbot-ai/awesome-skills/skills/mcp-builder · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17527

  Mcp tool developer

  ranbot-ai/awesome-skills/skills/mcp-tool-developer · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17528

  Memory forensics

  ranbot-ai/awesome-skills/skills/memory-forensics · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17529

  Memory safety patterns

  ranbot-ai/awesome-skills/skills/memory-safety-patterns · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17530

  Memory systems

  ranbot-ai/awesome-skills/skills/memory-systems · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17531

  Mercury mcp

  ranbot-ai/awesome-skills/skills/mercury-mcp · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17532

  Mesh memory

  ranbot-ai/awesome-skills/skills/mesh-memory · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17533

  Multi agent architect

  ranbot-ai/awesome-skills/skills/multi-agent-architect · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17534

  Multi agent brainstorming

  ranbot-ai/awesome-skills/skills/multi-agent-brainstorming · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17535

  Multi agent patterns

  ranbot-ai/awesome-skills/skills/multi-agent-patterns · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17536

  Multi agent task orchestrator

  ranbot-ai/awesome-skills/skills/multi-agent-task-orchestrator · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17537

  N8n mcp tools expert

  ranbot-ai/awesome-skills/skills/n8n-mcp-tools-expert · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17538

  Not human search mcp

  ranbot-ai/awesome-skills/skills/not-human-search-mcp · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17539

  On call handoff patterns

  ranbot-ai/awesome-skills/skills/on-call-handoff-patterns · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17540

  Onboarding

  ranbot-ai/awesome-skills/skills/onboarding · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17541

  Open dynamic workflows

  ranbot-ai/awesome-skills/skills/open-dynamic-workflows · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17542

  Osint evals

  ranbot-ai/awesome-skills/skills/osint-evals · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17543

  Parallel agents

  ranbot-ai/awesome-skills/skills/parallel-agents · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17544

  Performance testing review multi agent review

  ranbot-ai/awesome-skills/skills/performance-testing-review-multi-agent-review · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17545

  Pipecat friday agent

  ranbot-ai/awesome-skills/skills/pipecat-friday-agent · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17546

  Project development

  ranbot-ai/awesome-skills/skills/project-development · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17547

  Prompt caching

  ranbot-ai/awesome-skills/skills/prompt-caching · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17548

  Prompt engineer

  ranbot-ai/awesome-skills/skills/prompt-engineer · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17549

  Prompt engineering patterns

  ranbot-ai/awesome-skills/skills/prompt-engineering-patterns · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17550

  Prompt engineering

  ranbot-ai/awesome-skills/skills/prompt-engineering · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17551

  Prompt library

  ranbot-ai/awesome-skills/skills/prompt-library · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17552

  Protect mcp governance

  ranbot-ai/awesome-skills/skills/protect-mcp-governance · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17553

  Rag engineer

  ranbot-ai/awesome-skills/skills/rag-engineer · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17554

  Rag implementation

  ranbot-ai/awesome-skills/skills/rag-implementation · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17555

  Saga orchestration

  ranbot-ai/awesome-skills/skills/saga-orchestration · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17556

  Security skill creator

  ranbot-ai/awesome-skills/skills/security-skill-creator · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17557

  Skill creator ms

  ranbot-ai/awesome-skills/skills/skill-creator-ms · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17558

  Skill creator

  ranbot-ai/awesome-skills/skills/skill-creator · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17559

  Subagent driven development

  ranbot-ai/awesome-skills/skills/subagent-driven-development · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17560

  Superpowers dispatching parallel agents

  ranbot-ai/awesome-skills/skills/superpowers-dispatching-parallel-agents · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17561

  Superpowers subagent driven development

  ranbot-ai/awesome-skills/skills/superpowers-subagent-driven-development · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17562

  Tdd orchestrator

  ranbot-ai/awesome-skills/skills/tdd-orchestrator · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17563

  Varlock claude skill

  ranbot-ai/awesome-skills/skills/varlock-claude-skill · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17564

  Vector database engineer

  ranbot-ai/awesome-skills/skills/vector-database-engineer · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17565

  Workflow orchestration patterns

  ranbot-ai/awesome-skills/skills/workflow-orchestration-patterns · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17566

  X twitter scraper

  ranbot-ai/awesome-skills/skills/x-twitter-scraper · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 17567

  Subagent driven development

  takaakit/superpowers-uml/plugins/superpowers-uml/skills/subagent-driven-development · Skill

  no license6★ repo

  Superpowers-UML modifies Superpowers to ensure a software development workflow in which AI agents design through UML modeling.

• 17568

  Monkey

  sidtheone/zodiac-skills/monkey · Skill

  no license6★ repo

  Twelve animals. Twelve LLM defaults. Pick the ones your AI won't break on its own.

• 17569

  Optimize gpt 5 6 prompts

  IchenDEV/prompt-optimizer-plugins/plugins/optimize-gpt-5-6-prompts/skills/optimize-gpt-5-6-prompts · Skill

  6★ repo

  Dual-protocol prompt optimizer plugins for GPT-5.6 and Claude Fable 5, compatible with Codex and Claude Code.

• 17570

  Dispatching parallel agents

  chinkan/RustFox/.agents/skills/dispatching-parallel-agents · Skill

  6★ repo

  A Rust-based Telegram AI assistant powered by OpenRouter LLM with built-in sandboxed tools, scheduling, persistent memory, and MCP server integration.

• 17571

  Handoff

  chinkan/RustFox/.agents/skills/handoff · Skill

  6★ repo

  A Rust-based Telegram AI assistant powered by OpenRouter LLM with built-in sandboxed tools, scheduling, persistent memory, and MCP server integration.

• 17572

  Subagent driven development

  chinkan/RustFox/.agents/skills/subagent-driven-development · Skill

  6★ repo

  A Rust-based Telegram AI assistant powered by OpenRouter LLM with built-in sandboxed tools, scheduling, persistent memory, and MCP server integration.

• 17573

  Dispatching parallel agents

  chinkan/RustFox/.cursor/skills/dispatching-parallel-agents · Skill

  6★ repo

  A Rust-based Telegram AI assistant powered by OpenRouter LLM with built-in sandboxed tools, scheduling, persistent memory, and MCP server integration.

• 17574

  Subagent driven development

  chinkan/RustFox/.cursor/skills/subagent-driven-development · Skill

  6★ repo

  A Rust-based Telegram AI assistant powered by OpenRouter LLM with built-in sandboxed tools, scheduling, persistent memory, and MCP server integration.

• 17575

  Creating agents

  chinkan/RustFox/skills/creating-agents · Skill

  6★ repo

  A Rust-based Telegram AI assistant powered by OpenRouter LLM with built-in sandboxed tools, scheduling, persistent memory, and MCP server integration.

• 17576

  Memory manager

  chinkan/RustFox/skills/memory-manager · Skill

  6★ repo

  A Rust-based Telegram AI assistant powered by OpenRouter LLM with built-in sandboxed tools, scheduling, persistent memory, and MCP server integration.

• 17577

  Bridge claude

  mikeng-io/agent-skills/skills/bridge-claude · Skill

  no license6★ repo

  Composable, model-agnostic AI agent skills for multi-agent analysis, verification, research, and multi-model council review. Works with Claude Code, Gemini, Codex, and OpenCode.

• 17578

  Bridge codex

  mikeng-io/agent-skills/skills/bridge-codex · Skill

  no license6★ repo

  Composable, model-agnostic AI agent skills for multi-agent analysis, verification, research, and multi-model council review. Works with Claude Code, Gemini, Codex, and OpenCode.

• 17579

  Deep council

  mikeng-io/agent-skills/skills/deep-council · Skill

  no license6★ repo

  Composable, model-agnostic AI agent skills for multi-agent analysis, verification, research, and multi-model council review. Works with Claude Code, Gemini, Codex, and OpenCode.

• 17580

  Deepwiki

  mikeng-io/agent-skills/skills/deepwiki · Skill

  no license6★ repo

  Composable, model-agnostic AI agent skills for multi-agent analysis, verification, research, and multi-model council review. Works with Claude Code, Gemini, Codex, and OpenCode.