RAG and vectors

2,113 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.

Shubhamsaboo/awesome-llm-apps

Skill Claude CodeCodex

Reconstructs why code exists from local git history, including the introducing commit, later changes, current authors, repeated companion files, and likely intent. Use when the user asks "why does this code exist", "who wrote this function and why", or to "explain the history of this function" before a rewrite…

not rated 136k +360 yesterday A 82 tokens original Apache-2.0

project-graveyard

02

Shubhamsaboo/awesome-llm-apps

Skill Claude CodeCodex

Scans the developer's machine for dead side projects, autopsies each one from its git history (died at the payments wall, killed by a newer project, finished but never shipped), surfaces their personal death patterns, and picks the corpse most worth resurrecting — then helps ship it. Use when the user mentions…

not rated 136k +360 yesterday A 127 tokens original Apache-2.0

mcp-apps-builder

03

Shubhamsaboo/awesome-llm-apps

Skill Claude CodeCodex

MANDATORY for ALL MCP server work - mcp-use framework best practices and patterns. READ THIS FIRST before any MCP server work, including: Creating new MCP servers Modifying existing MCP servers (adding/updating tools, resources, prompts, widgets) Debugging MCP server issues or errors Reviewing MCP server code for…

not rated 136k +360 yesterday A 139 tokens original Apache-2.0

shadcn

05

Shubhamsaboo/awesome-llm-apps

MCP server Claude CodeCodexCursor +2

Add components to your apps. Runs locally from the shadcn npm package.

not rated 136k +360 yesterday A tokens not measured original Apache-2.0

go-naming

06

infiniflow/ragflow

Skill Claude CodeCodex

Go naming conventions and best practices. Use this skill when working with Go code and need to name packages, files, directories, structs, interfaces, functions, variables, or constants. Provides comprehensive naming guidelines following Go community standards.

not rated 90k +195 today A 49 tokens original Apache-2.0

infiniflow/ragflow

Instructions file GitHub Copilot

Copilot instructions for infiniflow/ragflow, covering project instructions for copilot, how to run (minimum), project layout (what matters) and conventions.

not rated 90k +195 today A 156 tokens original Apache-2.0

ragflow AGENTS.md

08

infiniflow/ragflow

Instructions file CodexOpenCode

AGENTS.md instructions for infiniflow/ragflow, covering ragflow instructions, core stance, current stack, code layout to expect and go-specific rules.

not rated 90k +195 today A 2,027 tokens original Apache-2.0

ragflow CLAUDE.md

09

infiniflow/ragflow

Instructions file

Claude Code instructions for infiniflow/ragflow, a project described as: RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs.

not rated 90k +195 today A 3 tokens copy · 100% Apache-2.0

mem0 AGENTS.md

10

mem0ai/mem0

Instructions file CodexOpenCode

AGENTS.md instructions for mem0ai/mem0, covering agents.md, do not, where to look, repository map and setup.

not rated 65k +175 today A 3,110 tokens original Apache-2.0

mem0 CLAUDE.md

11

mem0ai/mem0

Instructions file

Claude Code instructions for mem0ai/mem0, a project described as: The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

not rated 65k +175 today A 3 tokens copy · 100% Apache-2.0

mem0-dream

12

mem0ai/mem0

Skill Claude CodeCodex

Consolidates stored memories by merging duplicates, resolving contradictions, and pruning stale entries. Use when memory count is high, search results feel noisy or repetitive, or periodic cleanup is needed to maintain memory quality.

not rated 65k +175 today A 46 tokens original Apache-2.0

mem0-status

13

mem0ai/mem0

Skill Claude CodeCodex

Diagnoses mem0 connectivity, API key validity, and memory read/write functionality. Use when memory operations fail, searches return empty, addmemory errors occur, or to verify the plugin is working correctly.

not rated 65k +175 today A 44 tokens original Apache-2.0

memory-triage

14

mem0ai/mem0

Skill Claude CodeCodex

Persistent long-term memory protocol powered by mem0. Evaluate conversations for durable facts worth storing via memoryadd. Handles identity, preferences, decisions, configurations, rules, projects, and relationships. Loaded by the openclaw-mem0 plugin when skills mode is active.

not rated 65k +175 today A 58 tokens original Apache-2.0

session-rag-eval

16

chatboxai/chatbox

Skill Claude CodeCodex

Run and debug Chatbox session attachment RAG model evaluation with synthetic and real long-file fixtures.

not rated 42k +20 2d ago A 25 tokens GPL-3.0

volcengine/OpenViking

Skill Claude CodeCodex

Install and configure the OpenViking long-term memory plugin for OpenClaw via natural conversation. Once installed, the plugin automatically captures facts from chats and recalls relevant context before each reply (auto-capture + auto-recall, cross-session). Covers prerequisites, install through OpenClaw's plugin…

not rated 35k +369 changed 2d ago A 191 tokens AGPL-3.0

langchain

18

davila7/claude-code-templates

Skill Claude CodeCodex

Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, tool calling, memory management, and vector store retrieval. Use for building chatbots, question-answering systems, autonomous agents, or RAG…

not rated 31k +27 today A 79 tokens original MIT

llamaindex

19

davila7/claude-code-templates

Skill Claude CodeCodex

Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors), indexing, and querying. Features vector indices, query engines, agents, and multi-modal support. Use for document Q&A, chatbots, knowledge retrieval, or building RAG pipelines. Best for data-centric LLM…

not rated 31k +27 today A 70 tokens original MIT

graphiti AGENTS.md

20

getzep/graphiti

Instructions file CodexOpenCode

AGENTS.md instructions for getzep/graphiti, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

not rated 31k today B 1,656 tokens original Apache-2.0

graphiti CLAUDE.md

21

getzep/graphiti

Instructions file

Claude Code instructions for getzep/graphiti, covering claude.md, project overview, development commands, main development commands (run from project root) and install dependencies.

not rated 31k today A 1,739 tokens original Apache-2.0

prompt-optimize

22

labring/FastGPT

Skill Claude CodeCodex

Expert prompt engineering skill that transforms Claude into "Alpha-Prompt" - a master prompt engineer who collaboratively crafts high-quality prompts through flexible dialogue. Activates when user asks to "optimize prompt", "improve system instruction", "enhance AI instruction", or mentions prompt engineering tasks.

not rated 30k +34 today A 61 tokens

api-development

23

labring/FastGPT

Skill Claude CodeCodex

An API development guide for FastGPT services. It standardizes input and output checks with Zod, documents routes in OpenAPI, and validates requests in API routes.

not rated 30k +34 today A 57 tokens

ci-workflow-sync

24

labring/FastGPT

Skill Claude CodeCodex

A workflow for keeping FastGPT's GitHub Actions and Forgejo Actions automation files in sync. These files define automated jobs such as tests, builds, container image publishing, and artifact handling.

not rated 30k +34 today A 121 tokens

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: