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llm-ai
0

run-synth-server

Instructions for starting the MCP Synth server (FastAPI) for synthetic data generation and tools.

rusmirbecirovic
rusmirbecirovic
data-ai
open
llm-aimarketplace
0

agent-native-architecture

Build AI agents using prompt-native architecture where features are defined in prompts, not code. Use when creating autonomous agents, designing MCP servers, implementing self-modifying systems, or adopting the "trust the agent's intelligence" philosophy.

Folly-Partners
Folly-Partners
data-ai
open
productivity-tools
0

gemini-mcp

Manage MCP (Model Context Protocol) servers with Gemini CLI for extended tool capabilities, custom integrations, and enterprise workflows. Use when integrating external tools, databases, or APIs with Gemini.

adaptationio
adaptationio
tools
open
llm-ai
0

claude-code-features

Explains Claude Code's extensibility features (skills, slash commands, hooks, MCP servers, settings, CLAUDE.md). Use when the user asks about Claude Code capabilities, how to set up custom commands, how to create skills, how to configure hooks, MCP server integration, or any meta-questions about Claude Code itself like "can you do X" or "how do I make you do Y".

carlo-spada
carlo-spada
data-ai
open
system-admin
0

zai-mcp-manager

Comprehensive management capabilities for Z.AI MCP servers, including quota tracking, health monitoring, configuration validation, and usage analytics for the Z.AI Lite Plan. Manages web-search-prime and web-reader MCP servers with intelligent monitoring and optimization.

Zazzles2908
Zazzles2908
tools
open
system-admin
0

vibe-kanban-orchestration

Dispatch AI agents via Vibe Kanban MCP, monitor agent status, send follow-up messages, read agent outputs, manage worktrees. Use when orchestrating agents, spawning parallel tasks, checking agent status, or any multi-agent workflow.

erezgit
erezgit
tools
open
productivity-tools
0

developing-claude-code-plugins

Build, test, and distribute Claude Code plugins with slash commands, agents, skills, hooks, MCP servers, and LSP servers. MUST be loaded when creating, reviewing, debugging, or distributing plugins. Use PROACTIVELY when user mentions plugins, extensions, marketplaces, or wants to add custom commands/agents to Claude Code.

mikekelly
mikekelly
tools
open
productivity-tools
0

nl-to-tools-mapper

This skill should be used when guiding the OpenAI agent to map natural language user input to appropriate MCP tools, handling phrases like "Add task" → add_task, "List pending" → list_tasks(status="pending"), tool chains, and extracting user email from JWT.

Sobansaud
Sobansaud
tools
open
system-admin
0

inspecting-the-environment

Fast environment briefing for agents and subagents. Use at session start to learn OS/shell, container/WSL/VM status, git repo + upstream + dirty state, Python venv status/locations, markdown folders to read, and availability of common tools (uv, mcpc, rg/grep/jq/git/python/node/npm/pnpm, etc.).

aufrank
aufrank
tools
open
computational-chemistry
0

pex-lo-skill-creator

Leverages the multiple CLIs including PEX, pdf-search, hge, researcher, limitless, pieces, screenapp and more, to extract all relevant LOs across both CICM and ANZCA PEX exams, cross reference them with past SAQ questions, extract examiner comments, cross reference this with recommended textbooks via pdf-search, generate a hypergraph using hge, validate insights with researcher, evaluate against pkm using limitless and pieces, and look for additional context to add polish with screenapp and others. Then leverages the PEX and SAQ skill, as well as the metaskills that exist in .claudeate a scaffolding for a modular, programmatic, state of the art skill that integrates quantitative physiological parameters using the qp skill, teleologically grounded framing using the physiology-style and telos skill and follows all of the principles of the code, mega, and agency skills. Finally it should be recursively optimised with the abduct, critique and refactoring agent skillls. Ergo, this skill makes SOTA PEX LO skills.

Zpankz
Zpankz
research
open
llm-ai
0

qa-flow

Present structured multi-choice questions to users via MCP-based QA artifacts. Use when: (1) Need to ask user multiple structured questions, (2) Gathering preferences or requirements through multi-choice options, (3) Clarifying ambiguous instructions with structured choices, (4) Getting decisions on implementation choices. Triggers on: "UAUQ", "ask me questions", "I need to ask the user", "gather requirements", "clarify with user".

OhadRubin
OhadRubin
data-ai
open
knowledge-base
0

creating-skills

General skill authoring and improvement. Use when creating or updating any skill (with or without MCP), selecting structure, generating scaffolds, or packaging resources (scripts/references/assets/templates) that follow progressive disclosure, deterministic execution, and restartable artifacts.

aufrank
aufrank
documentation
open
llm-ai
0

smart-workflows

SmartACE (Agentic Context Engineering) workflow engine with MCP-B (Master Client Bridge) and AMUM-QCI-ETHIC module. Dual database architecture using DuckDB (analytics) + SurrealDB (graph). Uses Blender 5.0 (bpy) and UE5 Remote Control. Use when (1) MCP-B agent-to-agent communication (INQC protocol), (2) AMUM 3→6→9 progressive alignment, (3) QCI quantum coherence states, (4) ETHIC principles enforcement (Marcel/Anthropic/EU AI Act), (5) SurrealDB graph relationships, (6) DuckDB SQL workflows, (7) ML inference with infera/vss, (8) Blender 5.0 headless processing, (9) UE5 scene control, (10) DuckLake time travel.

bjoernbethge
bjoernbethge
data-ai
open
productivity-tools
0

moai-library-mermaid

Enterprise Mermaid diagramming skill for Claude Code using MCP Playwright

tjdwls101010
tjdwls101010
tools
open
productivity-tools
0

plugin-author

Guide for creating, configuring, and distributing Claude Code plugins with hooks, skills, commands, and MCP servers. Use when user asks to create a plugin, set up hooks, add plugin functionality, create a marketplace, or distribute custom Claude Code extensions.

eli0shin
eli0shin
tools
open
llm-ai
0

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

ederheisler
ederheisler
data-ai
open
productivity-tools
0

api-designer

AI agent supporting REST/GraphQL/gRPC API design, OpenAPI specification generation, and API best practices Trigger terms: API design, REST API, GraphQL, OpenAPI, API specification, endpoint design, API contract, API documentation, gRPC, API versioning Use when: User requests involve api designer tasks.

gaebalai
gaebalai
tools
open
llm-ai
0

sonos-control

Control Sonos speakers through MCP tools - search and play music, manage queue and playlists, adjust volume. Use when users request music playback, mention artists/songs/albums, want to control Sonos speakers, manage playlists, or ask about what's playing.

slzatz
slzatz
data-ai
open
llm-ai
0

claude-agent-sdk

Build production AI agents with the Claude Agent SDK. Use when working with: (1) Creating autonomous agents with query() or ClaudeSDKClient, (2) Defining custom tools via in-process MCP servers, (3) Implementing hooks for tool interception and permissions, (4) Building multi-agent systems with subagents, (5) Managing sessions and state across queries, (6) Integrating MCP servers for external capabilities. Covers Python and TypeScript SDKs with production patterns.

tkwn2080
tkwn2080
data-ai
open
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