rag skills

1,031 tagged rag, measured the same way as everything else here.

Browse within: python 142knowledge-base 105workflow 85knowledge-graph 83Multi-Agent 66fastapi 65wiki 61local-llm 60gdpr 59enterprise-ai 58proactive-agent 58drug-discovery 57wanwu 57LangChain 54

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…

135k 2d ago 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…

135k 2d ago 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…

135k 2d ago A 139 tokens original Apache-2.0

go-naming

04

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.

90k 2d ago A 49 tokens original Apache-2.0

mem0-dream

05

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.

64k 3d ago A 46 tokens original Apache-2.0

mem0-status

06

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.

64k 3d ago A 44 tokens original Apache-2.0

memory-triage

07

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.

64k 3d ago A 58 tokens original Apache-2.0

docx

08

HKUDS/DeepTutor

Skill Claude CodeCodex

Read, create, or edit Microsoft Word .docx files — extract/summarize text and tables, generate reports/letters/memos with headings, tables, images, TOC and page numbers, do find-and-replace, or apply tracked changes (redlines) and comments. Use whenever the user has a .docx or wants a Word deliverable. Not for PDF…

38k 2d ago A 91 tokens original Apache-2.0

pdf

09

HKUDS/DeepTutor

Skill Claude CodeCodex

Read, extract (text/tables), create, merge/split/rotate, watermark, encrypt, fill, and render-to-image .pdf files. Use whenever the user uploads a .pdf or asks to produce, edit, or pull data out of one.

38k 2d ago A 54 tokens original Apache-2.0

pptx

10

HKUDS/DeepTutor

Skill Claude CodeCodex

Read, create, or edit PowerPoint .pptx decks — build slides from an outline, extract slide text/speaker notes, edit shapes/tables/charts, replace images, or export to PDF/images. Use whenever a .pptx (or .ppt) file is an input or output, or the user mentions a deck, slides, or a presentation.

38k 2d ago A 76 tokens original Apache-2.0

patchy631/ai-engineering-hub

Skill Claude CodeCodex

Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format.

37k 5d ago A 55 tokens original MIT

patchy631/ai-engineering-hub

Skill Claude CodeCodex

This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV…

37k 5d ago A 131 tokens original MIT

patchy631/ai-engineering-hub

Skill Claude CodeCodex

Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.

37k 5d ago A 42 tokens original MIT

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…

35k +369 changed today A 191 tokens AGPL-3.0

langchain

15

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…

30k +27 today A 79 tokens original MIT

llamaindex

16

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…

30k +27 today A 70 tokens original MIT

prompt-optimize

17

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.

29k 2d ago A 61 tokens

api-development

18

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.

29k 2d ago A 57 tokens

ci-workflow-sync

19

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.

29k 2d ago A 121 tokens

dlt-connector

20

Canner/WrenAI

Skill Claude CodeCodex

Connect SaaS data (HubSpot, Stripe, Salesforce, GitHub, Slack, etc.) to Wren Engine for SQL analysis. Guides the user through the full flow: install dlt, pick a SaaS source, set up credentials, run the data pipeline into DuckDB, then auto-generate a Wren semantic project from the loaded data. Use this skill whenever…

17k 4d ago A 158 tokens

enrich-context

21

Canner/WrenAI

Skill Claude CodeCodex

Augment a Wren project with business context that DB schema cannot carry — enum value meanings, units (USD vs cents, ms vs sec), NULL semantics, magic sentinels (-1 = unknown), soft-delete default filters, business synonyms, time-grain / TZ conventions, cross-system identifiers, currency rules, canonical-table…

17k 4d ago A 347 tokens

usage

22

Canner/WrenAI

Skill Claude CodeCodex

Wren Engine CLI workflow guide for AI agents. Answer data questions end-to-end using the wren CLI: gather schema context, recall past queries, write SQL through the MDL semantic layer, execute, and learn from confirmed results. Use when: user asks a data question, requests a report or analysis, asks about metrics…

17k 4d ago A 156 tokens

memori-mcp-usage

23

MemoriLabs/Memori

Skill Claude CodeCodex

Use when an MCP-connected agent should use Memori tools for targeted recall, summaries, post-compaction briefs, durable memory augmentation, quota checks, signup, feedback, preferences, prior context, or cross-session continuity.

16k 10d ago A 50 tokens

memori

24

MemoriLabs/Memori

Skill Claude CodeCodex

Ambient Memori long-term memory for Claude Code via local Bash. MUST TRIGGER on essentially every non-trivial user turn: run recall before drafting any substantive response, whether or not the user mentioned memory, a prior session, or past work. The default is to check memory first; do not wait to be asked. Always…

16k 10d ago A 194 tokens