RAG and vectors

3,109 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.

Sumanth077/Hands-On-AI-Engineering

Skill Claude CodeCodex

Fetches articles from 92 Karpathy-curated RSS feeds, scores them with an LLM, selects the top 3, and delivers a formatted digest to Telegram every morning.

not rated 4.0k +34 4d ago A SkillSpector: pass 42 tokens

tushare-data

26

agentscope-ai/ReMe

Skill Codex

A Chinese-language workflow for researching financial and market data through Tushare, a data service covering Chinese stocks and related economic information. It turns natural-language questions into steps for retrieving, cleaning, comparing, filtering, exporting, and briefly analysing data.

not rated 3.6k +62 3d ago A SkillSpector: pass 122 tokens original Apache-2.0

evalscope

27

modelscope/evalscope

Skill Claude CodeCodex

LLM evaluation & inference performance testing via the evalscope CLI. Translates natural language requests into evalscope commands for: (1) Model accuracy evaluation — runs registered benchmarks against local checkpoints or API endpoints (OpenAI-compatible, Anthropic, LiteLLM); (2) Performance stress testing — TTFT…

not rated 3.6k +27 changed 1mo ago A SkillSpector: warn 195 tokens original Apache-2.0

ai-agent-dev

28

Snailclimb/interview-guide

Skill Claude CodeCodex

A Chinese-language interview-question guide for roles focused on AI-agent development. It covers agent design, language-model calls, tool integration, MCP, retrieval-augmented generation, context management, and multiple agents working together.

not rated 3.4k +32 10d ago A SkillSpector: pass 59 tokens AGPL-3.0

memory-to-skill

29

zilliztech/memsearch

Skill Claude CodeCodex

Turn workflows from your MemSearch memory into reusable skills. Use when the user asks to make/create/extract/distill a skill from what they just did or from past work, review skill candidates, install a distilled skill, or 'turn this into a skill'. Manages MemSearch procedural-memory candidates under…

not rated 2.8k +21 10d ago A SkillSpector: pass 82 tokens original MIT

karpathy-llm-wiki

30

Astro-Han/karpathy-llm-wiki

Skill Claude CodeCodex

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'.

5 · 1 2.5k +44 2mo ago A 67 tokens original MIT

UnicomAI/wanwu

Skill Claude CodeCodex

Run GPU jobs on the user's own Modal account via host.compute.create('byoc:modal', ...). Covers the create→submit→waitfornotification flow, the computeprovider kernel for env setup, image/volume resolution, and the two approval cards. Load once you've decided to dispatch to Modal.

not rated 2.4k +8 3d ago A SkillSpector: warn 65 tokens original Apache-2.0

explain-paper

32

raphaelmansuy/edgequake

Skill Claude CodeCodex

Use EdgeQuake MCP tools as evidence — never invent document lists.

not rated 2.3k +55 yesterday A 0 tokens original Apache-2.0

llmwiki

33

atomicstrata/llm-wiki-compiler

Skill Claude CodeCodex

Build and use a persistent, citation-traceable knowledge wiki from documents, research papers, notes, or project documentation. Use for llmwiki projects, retrieving reusable evidence for an agent task, or compiling a corpus for repeated questions. A one-off file read or live web search does not need a wiki.

not rated 2.2k +16 3d ago A 66 tokens original MIT

NVIDIA-NeMo/Nemotron

Skill Claude CodeCodex

Use when planning, debugging, tuning, evaluating, exporting, or deploying public Nemotron embed/rerank retrieval recipes.

not rated 2.2k +33 3d ago A SkillSpector: warn 36 tokens original Apache-2.0

tailwindcss

35

agentset-ai/agentset

Cursor rule Cursor

Best practices for using Tailwind CSS.

not rated 2.1k +6 5d ago A 2,753 tokens original MIT

Web2Skill

36

zhimaAi/chatwiki

Skill Codex

Convert one public website URL or an explicit batch of public URLs into a reusable skill zip backed by rendered HTML snapshots and a bounded JSONL retrieval index. Use to discover a documentation directory from one URL, crawl a supplied URL set sequentially, generate a source profile, or package indexed web content as…

not rated 2.1k +3 3d ago A SkillSpector: pass 67 tokens

mlx-serve

37

ddalcu/mlx-serve

Skill Claude CodeCodex

Hook an app, game or script up to the local mlx-serve server for LLM chat, embeddings, image, speech, music, sound effect, video and 3D generation, and Laya/Kev/Clef typed decisions, or make a whole film or music video on this Mac. Use when code should call mlx-serve or the user wants a video, song, pictures or game…

not rated 2.0k +127 changed 2d ago A 88 tokens

NVIDIA-AI-Blueprints/video-search-and-summarization

Skill Claude CodeCodex

Use this skill when producing a VSS analysis report — Mode A per-clip VLM, Mode B incident-range via video-analytics, Mode C SOP compliance via the SOP tools. Not for standalone video summarization, real-time alerts or ad-hoc Q&A.

not rated 1.9k +8 changed 17d ago A SkillSpector: warn 61 tokens original Apache-2.0

build-kb

39

Datus-ai/Datus-agent

Skill Claude Code

Build the project's vector-indexed knowledge base from files plus database metadata — optionally scoped to specific files / tables / datasources / domains. Scan the in-scope material, classify it into business domains, explore each domain's tables and docs in parallel with explore subagents (the validated-query SQL…

not rated 1.9k +7 changed 18d ago A SkillSpector: warn 161 tokens

setup

40

qdrant/mcp-server-qdrant

Skill Claude CodeCodex

Configure the Qdrant Power after installation. Use this skill for missing uvx, missing environment variables, unapproved environment variables, unavailable Qdrant tools, "Failed to connect" errors, and setup requests.

not rated 1.6k +3 1mo ago C SkillSpector: warn 45 tokens original Apache-2.0

bilibili-rag-local

41

via007/bilibili-rag

Skill Claude CodeCodex

A guide for querying a locally running service that stores and answers questions about saved Bilibili videos. Bilibili is a Chinese video platform, and RAG means retrieving relevant saved content before generating an answer.

not rated 1.3k +4 22d ago A SkillSpector: pass 72 tokens original Apache-2.0

paper-daily

42

xianshang33/llm-paper-daily

Skill Claude CodeCodex

Discover daily arXiv papers for LLM/Agent topics, rank candidates with keyword and institution filters, and prepare a small selected paper list for llm-paper-daily style workflows.

not rated 1.3k +1 2d ago A SkillSpector: pass 41 tokens

project-rules

43

nuwax-ai/nuwax

Cursor rule Cursor

A set of development rules for a React 18 frontend built with UmiJS, Ant Design, TypeScript, and related tools. The rules cover naming, components, styling, state, and performance.

not rated 894 +2 yesterday A 11 tokens original Apache-2.0

crate-structure

44

xberg-io/html-to-markdown

Skill Claude CodeCodex

Map of the html-to-markdown workspace — the seven crates/ (core, cli, ffi, py, node, php, wasm) with the unsafecode forbid/override rule, the out-of-workspace language packages under packages/, and the primary convert() API with its ConversionResult shape, feature flags, and dual parser. Load when navigating…

not rated 881 +1 changed 4d ago A SkillSpector: pass 91 tokens original MIT

moss-pikachu

45

usemoss/moss

Skill Cursor

Build and maintain Moss Pikachu, a macOS menu bar semantic file search app using Moss Python SDK (PyPI moss>=1.6.0), FSEvents, SwiftUI, and Pikachu pet animations. Use when working on MossPikachu, mossworker.py, FileMonitor, SearchService, menu bar overlay, or Moss integration in this repository.

not rated 798 +5 yesterday A SkillSpector: pass 80 tokens original BSD-2-Clause

rag-perf

46

NVIDIA-AI-Blueprints/rag

Skill Claude Code

Performance benchmarking for a deployed NVIDIA RAG Blueprint server: profiling pass + aiperf load test driven by a single YAML config. Not for accuracy / RAGAS scoring (use rag-eval) or for deploying / repairing services (use rag-blueprint).

not rated 794 +4 1mo ago A SkillSpector: pass 56 tokens original Apache-2.0

migrate-from-ai-sdk

48

Deuz-AI/Deuz-SDK

Skill Claude CodeCodex

Use when porting an app from the Vercel AI SDK (ai, @ai-sdk/) to @deuz-sdk/core. Triggers include "migrate from the AI SDK", "replace ai with @deuz-sdk/core", "we use streamText/generateText/useChat and want to switch", removing @ai-sdk/openai or @ai-sdk/anthropic, porting a toUIMessageStreamResponse route, converting…

not rated 563 +119 changed 5d ago A SkillSpector: pass 118 tokens original MIT

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: