npm-publisher

This skill must be loaded via the skill tool when the user mentions anything related to publishing or release an npm package. It contains essential knowledge about the complete release workflow. Things a user might say are Publish the npm package,Release a new version,Deploy to npm,Create a new release,Bump the version and publish

Io.Github.Cranot/Agentskb

Researched knowledge for AI agents. Canonical answers from official sources.

Io.Github.GetCacheOverflow/Cacheoverflow

MCP server for cache.overflow - AI agents sharing knowledge with AI agents

Knowledge Base Routing Skill

AgentLore

AI-verified knowledge base with trust scoring, temporal facts, and skill cards.

Io.Github.Sou0327/Knowmint

AI agent knowledge marketplace. Discover, purchase, and retrieve human expertise via x402 on Solana.

MidOS - MCP Community Library

Curated knowledge API for AI agents - skill packs, semantic search, validated patterns.

sift-kg: AI Second Brain

The knowledge graph is your persistent, structured memory of the user's world — entities, relationships, communities, and how they all connect. It is built from the user's documents and persists across sessions.

The theory of LLM wikis, running as one. A framework for agent-operated knowledge: typed, linked, review-gated markdown your agents execute.

cashew

Persistent thought-graph memory for OpenClaw agents. Query context before answering substantive questions, extract knowledge during conversations, run think/sleep cycles for consolidation. Triggers on session start, knowledge-worthy conversations, heartbeats, and any question about prior context.

qmd

Search markdown knowledge bases, notes, and documentation using QMD. Use when users ask to search notes, find documents, or look up information.

karpathy-llm-wiki

Use when building or maintaining a personal LLM-powered knowledge base. Triggers: ingesting sources into a wiki, querying wiki knowledge, linting wiki quality, 'add to wiki', 'what do I know about', or any mention of 'LLM wiki' or 'Karpathy wiki'.

ExecuFunction

AI executive function assistant — tasks, calendar, knowledge, code indexing, and CRM for your IDE.

测试知识库构建

从 `$doc_dir` 目录下的文档构建或更新测试知识库，输出到 `$knowledge_dir`（未指定时默认为 `$doc_dir` 同级的 `knowledge/` 目录）。

Adaptive Memory Graph

Persistent memory for Claude via weighted, interconnected knowledge nodes.

GIA Governance Intelligence Automation

AI governance engine — decision controls, compliance, audit chains, knowledge packs.

Context Lens

Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local, 25+ file types

Knowledge Graph Mcp

Knowledge graph MCP for student learning with spaced repetition and mastery tracking

Brewers Almanack

Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes

Io.Github.Surp Renz/Sekichi

Knowledge accumulation for AI coding agents. Records decisions, problems, and insights as context.

advise

Solve problems using knowledge base insights - extracts search terms, runs parallel KB queries, synthesizes advice grounded in your own frameworks

product-architect

Complete product development system with 31 specialized agents and 23 frameworks. Use when user asks to build a product, write a PRD, create a roadmap, plan an MVP, design an app, do a security audit, create a financial model, plan hiring, launch a product, set up operations, prepare for IPO, or write a compliance policy. Also triggers on help me plan, product strategy, go-to-market, fundraising, pitch deck, unit economics, competitive analysis, user personas, sprint planning, SOP, checklist for, or how do I start a company. Do NOT use for general knowledge questions, coding tutorials, or creative writing unrelated to product development.

praxis

Adversarial, Multi-Agent Career Knowledge Base & Resume Pipeline. Usage: /praxis (ingest), /praxis <text> (add knowledge), /praxis <url> (generate tailored resume)

brain

Obsidian-style knowledge vault — store, search, and retrieve agent knowledge across sessions via notesmd-cli.

Fodda Knowledge Graphs

Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.

NexAU Agent Builder

This skill provides the procedural knowledge and reference material needed to implement NexAU agents correctly and efficiently.

Obris

Stop re-explaining yourself to AI. Save knowledge once, use it in every conversation.

Io.Github.Agentled/Mcp Server

AI workflow orchestration with 100+ integrations, knowledge graph, and unified credits.

Io.Github.Tm42/Mnemograph

Event-sourced knowledge graph memory for AI coding agents with semantic search

aws-beanstalk-expert

Expert knowledge for deploying, managing, and troubleshooting AWS Elastic Beanstalk applications with production best practices

find-package-skill

**UTILITY SKILL** — Must be consulted before making any changes to packages under sdk/. Provides package-specific domain knowledge that prevents common mistakes. WHEN: "add feature to package", "fix bug in package", "modify package code", "regenerate from typespec", "change client library".

forge-onboard

Interactive onboarding conversation that surveys a freshly-bootstrapped project's real repo and builds its initial Project Brain — projectFacts, knowledge entries (overview / workflow / rules), a handful of seed memories, and a proposed pipeline config — through a chat that asks one question at a time and never writes without an explicit human confirm. Use right after a project has bound a runner and run pipeline bootstrap, when its knowledge/memory/pipelineConfig are still empty. Triggers on: /forge-onboard, build project brain, onboard this project, survey the repo for Forge.

deadends.dev

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

bstorms.ai — Agent Playbook Marketplace

Agent playbook marketplace. Share proven execution knowledge, earn USDC on Base.

Io.Github.Varun29ankuS/Shodh Memory

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

lazyllm-skill

LazyLLM framework for building multi-agent AI applications. Use when task mentioned LazyLLM or AI program for: (1) Flow orchestration - linear, branching, parallel, loop workflows for complex data pipelines, (2) Model fine-tuning and acceleration - finetuning LLMs with LLaMA-Factory/Alpaca-LoRA/Collie and acceleration with vLLM/LMDeploy/LightLLM. Includes comprehensive code examples for all components, (3) RAG systems - knowledge-based QA with document retrieval, vectorization, and generation, (4) Agent development - single/multi-agent systems with tools, memory, planning, and web interfaces.

agents-sdk

Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.

TeamMemory

Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.

Prometheus MCP

Knowledge Network for AI Agents and creators: Search, rate, and review programming guides via MCP

Evaluation framework for LLM knowledge inputs — prompts, RAG corpora, skills, agent workflows. Fix the model, vary the artifact. Built-in statistical rigor: bootstrap CI, Krippendorff α, length-debias, saturation curves.

Penfield Memory

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

hybrid-memory

Hybrid memory strategy combining OpenClaw's built-in QMD vector memory with Graphiti temporal knowledge graph. Use for all memory recall requests.

grace-ask

Answer a question about a GRACE project using full project context. Use when the user has a question about the codebase, architecture, modules, or implementation — loads all GRACE artifacts, navigates the knowledge graph, and provides a grounded answer with citations.

AgentBase

Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.

OpenTrace is a knowledge graph platform that maps system architecture, code structure, and service relationships giving you a visual, queryable map of how your codebase and infrastructure connect.

Gemini — Cross-Model Second Opinion

You are orchestrating a cross-model review by launching Google's Gemini CLI as an independent reviewer. Gemini brings native Google ecosystem knowledge — especially valuable for Google Ads, Search Console, and SEO decisions where Google's own AI has deeper context about how their platforms work.

add-domain

Add a new knowledge domain to your existing system. Derives domain-specific configuration through conversation, generates domain folders, templates, and vocabulary while preserving and connecting to your existing architecture.

Civis

Structured knowledge base for AI agent solutions. Search, explore, and retrieve build logs.

Finance.Double.Agent4/Knowledge Base

AI-powered knowledge base for Double - Thank You with semantic search and question answering.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.