llm-ai
0
similarity-search
Retrieves 10 similar historical cases from AgentDB vector store for RAG-based diagnosis support
do-ops885
data-ai
sorting
stars
current ordering strategy
query
all entries
refine the visible subset
llm-ai
0
rlm-context-scout
Reconnaissance techniques for exploring large contexts before reading them. Teaches agents to probe, filter, and map data structures without consuming context window.
Magic8Ballin
data-ai
llm-ai
0
context-degradation
Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
bilalmk
data-ai
llm-ai
0
semantic-search
Implement and debug semantic/vector search with model2vec-rs and sqlite-vec. Use for embedding generation, vector queries, hybrid search, or RRF fusion.
TrevorS
data-ai
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
data-ai
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
data-ai
llm-ai
0
conversation-management
Build conversation history UI with sidebar, thread switching, and conversation CRUD operations. Implements conversation list, rename, delete, and persistence. Use when adding conversation management features for Phase 3.
maneeshanif
data-ai
llm-ai
0
deepagents
LangChain Deep Agents framework for building autonomous coding agents. Use for agent harness, backends, subagents, human-in-the-loop, long-term memory, middleware, and CLI-based agent development.
joneqian
data-ai
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
data-ai
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
data-ai
llm-ai
0
context-engineering
Optimize Claude Code context usage through monitoring, reduction strategies, progressive disclosure, planning/execution separation, and file-based optimization. Task-based operations for context window management, token efficiency, and maintaining conversation quality. Use when managing token costs, optimizing context usage, preventing context overflow, or improving multi-turn conversation quality.
adaptationio
data-ai
llm-ai
0
add-awesome-tool
This skill should be used when analyzing a link to an AI tool and adding it to the awesome-ai-tools readme with proper categorization
johnhenry
data-ai
llm-ai
0
mcp-integration
Set up and use MCP (Model Context Protocol) servers to extend Claude Code capabilities including PRISM semantic memory, filesystem access, and database integration. Use when setting up MCP servers, debugging MCP connections, or understanding MCP tool usage.
randalmurphal
data-ai
llm-ai
0
claude-hookify-rules
Write hookify rules for pattern-based hook triggers in Claude Code. WHEN: MUST use for creating hookify rules. Invoke with "/claude-hookify-rules" or "create hookify rule", "pattern-based hook". WHEN NOT: Creating general hooks (use claude-hook-development), creating agents or commands.
LounisBou
data-ai
llm-ai
0
output-dev-prompt-file
Create .prompt files for LLM operations in Output SDK workflows. Use when designing prompts, configuring LLM providers, or using Liquid.js templating.
growthxai
data-ai
llm-ai
0
total-recall
Memory preservation for Claude Code sessions. Use when approaching token limits, needing to /reset or /compact, switching between complex tasks, or preserving critical session state before context loss. Creates comprehensive memory dumps at /tmp/total-recall containing current state, decisions, artifacts, and next steps for seamless context restoration.
plinde
data-ai
llm-ai
0
langchain-js
Builds LLM-powered applications with LangChain.js for chat, agents, and RAG. Use when creating AI applications with chains, memory, tools, and retrieval-augmented generation in JavaScript.
mgd34msu
data-ai
llm-ai
0
m365-agent-architect
Expert in designing Microsoft 365 Copilot agent architectures
sebastienlevert
data-ai
llm-ai
0
prime-session
Orient to current project by reading CLAUDE.md and architecture docs. Auto-invokes when Claude detects a new or unfamiliar repository. Can also be triggered by "orient me", "what is this project", or "prime session".
fusupo
data-ai