AI model or service

LlamaIndex agent skills for Claude Code, Codex and other agents.

Framework and platform for building retrieval-augmented and agentic apps over private data.
skills
39
official
1
Type
AI model or service
Website
llamaindex.ai
Official GitHub
run-llama

LlamaIndex skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Official (1 skill)

Official LlamaIndex skills
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Guides designing and building an official Apify integration for a company's product: workflow-automation apps, AI agent plugins, AI framework packages or direct API clients.

apify/agent-skills2.4k—~3.1kAutomated safety check: PassNo licencetoday

Community

Community LlamaIndex skills
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
2

Adds persistent memory to AI apps with the Mem0 Python and TypeScript SDKs: store, search, update and delete user memories, with framework integrations.

mem0ai/mem067k1 repo~1.9kAutomated safety check: PassApache-2.0yesterday
3

Sets up FAISS for fast nearest-neighbor search over large collections of dense vectors, choosing between Flat, IVF, HNSW and product quantization indexes.

Orchestra-Research/AI-Research-SKILLs13k7 repos~1.3kAutomated safety check: PassMIT3 mo ago
4

Guides Stripe integration decisions — API selection (Checkout Sessions vs PaymentIntents), Connect platform setup (Accounts v2, controller properties), billing/subscriptions, Treasury financial…

kanchengw/cnllm1753 repos~925Automated safety check: PassApache-2.03 mo ago
5

Guide for upgrading Stripe API versions and SDKs. An agent skill from kanchengw/cnllm.

kanchengw/cnllm1754 repos~1.4kAutomated safety check: PassApache-2.03 mo ago
6

Build production-ready AI agent backends using the CloudBase Agent Python SDK — create agents with LangGraph/CrewAI/LlamaIndex, serve them via FastAPI with AG-UI protocol streaming +…

TencentCloudBase/CloudBase-AI-Toolkit1.1k2 repos~2.9kAutomated safety check: NotesMITyesterday
7

RAG-specific best practices for LlamaIndex, ChromaDB, and Celery workers.

llama-farm/llamafarm8371 repo~1.3kAutomated safety check: PassApache-2.03 mo ago
8

Shows how to use Pinecone, a managed vector database, for production RAG, semantic search and recommendations: indexes, upserts, queries, filters and namespaces.

Orchestra-Research/AI-Research-SKILLs13k6 repos~2kAutomated safety check: PassMIT3 mo ago
9

LlamaIndex 官方用户文档离线知识库,用于检索并回答 LlamaIndex Python 框架的安装、RAG、数据加载、索引、检索与查询、Agent、Workflow、模型、Embedding、向量库、评估、可观测性、部署、LlamaCloud 和 LlamaParse 等问题,也可生成有文档依据的示例代码与排障建议。当用户提到…

chujianyun/skills740—~480Automated safety check: PassUnknown12 days ago
10

Generates text embeddings locally with the sentence-transformers library for RAG, semantic search, clustering and similarity, with model picks for general, multilingual and legal text.

Orchestra-Research/AI-Research-SKILLs13k3 repos~1.6kAutomated safety check: PassMIT3 mo ago
11

Data framework for building LLM applications with RAG. An agent skill from Orchestra-Research/AI-Research-SKILLs.

Orchestra-Research/AI-Research-SKILLs13k2 repos~3.7kAutomated safety check: PassMIT3 mo ago
12

Sets up Arize Phoenix to trace, evaluate and monitor LLM applications, with instrumentation for OpenAI, LangChain and LlamaIndex and a self-hosted server.

Orchestra-Research/AI-Research-SKILLs13k2 repos~2.9kAutomated safety check: PassMIT3 mo ago
13

Developer notes for working inside the Opik Python SDK: layered design, async versus blocking calls, integration styles, batching and dependency rules.

comet-ml/opik22k—~684Automated safety check: PassApache-2.0today
14

UiPath Coded Functions — deterministic Python or TypeScript/JavaScript units built with the uip function CLI (new -l py|ts|js, init, serve, run, pack, publish); the functions map in uipath.json…

UiPath/skills166—~3.6kAutomated safety check: NotesMITtoday
15

Designs multiscale chunking for RAG by embedding small units for retrieval precision and returning larger context for synthesis.

agentsope/SkillAlchemy457—~4.9kAutomated safety check: PassMIT1 mo ago
16

Expert in Langfuse - the open-source LLM observability platform.

davila7/claude-code-templates32k5 repos~1.4kAutomated safety check: PassMITtoday
17

Adds and tunes a reranker stage for RAG using the retrieve-wide, rerank-narrow pattern.

agentsope/SkillAlchemy457—~4.9kAutomated safety check: PassMIT1 mo ago
18

LLM and ML model deployment for inference. An agent skill from ancoleman/ai-design-components.

ancoleman/ai-design-components5261 repo~3.4kAutomated safety check: PassMIT10 mo ago
19

Parse local document files into LLM-ready content on the daemon itself — PDFs → Markdown / structured JSON (with bounding boxes) / page screenshots via the bundled lit CLI.

Prismer-AI/PrismerCloud1.6k—~2.1kAutomated safety check: PassMIT7 days ago
20

Neutral, framework-agnostic decision tree for project kickoff: "which agent / RAG / LLM framework should I reach for?" Synthesizes the ecosystem sections of 7 landmark-project SOPs (LangGraph…

agentsope/SkillAlchemy457—~5.8kAutomated safety check: PassMIT1 mo ago
21

Migrates Airflow projects from airflow-ai-sdk to apache-airflow-providers-common-ai 0.4.0+.

astronomer/agents450—~4.7kAutomated safety check: NotesApache-2.0yesterday
22

Enhancement-overlay SOP for adding sparse (BM25 / keyword) retrieval alongside dense (embedding) retrieval.

agentsope/SkillAlchemy457—~6.5kAutomated safety check: PassMIT1 mo ago
23

Re-ingest-correctness SOP for production RAG. An agent skill from agentsope/SkillAlchemy.

agentsope/SkillAlchemy457—~6.8kAutomated safety check: PassMIT1 mo ago
24

Operating-system distillation of LlamaIndex — the leading RAG / document-agent framework.

agentsope/SkillAlchemy457—~6.4kAutomated safety check: PassMIT1 mo ago
25

Security-first SOP for multi-tenant RAG systems. An agent skill from agentsope/SkillAlchemy.

agentsope/SkillAlchemy457—~9.8kAutomated safety check: PassMIT1 mo ago
26

Lifecycle SOP for per-model prompt artifacts — the compiled prompts, instructions, few-shot demos, edit-format pins, and embedding-bound indices that change behavior when the underlying LM, dataset…

agentsope/SkillAlchemy457—~8kAutomated safety check: PassMIT1 mo ago
27

Build a held-out eval set, run it on every prompt/model change, and block regressions in CI.

agentsope/SkillAlchemy457—~6.1kAutomated safety check: PassMIT1 mo ago
28

Expert in Langfuse - the open-source LLM observability platform.

majiayu000/claude-skill-registry6663 repos~3.1kAutomated safety check: PassMITtoday
29

Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph.

neo4j-contrib/neo4j-skills114—~5.4kAutomated safety check: NotesMITtoday
30

Decision protocol for the map-reduce / dynamic fan-out pattern in LM pipelines — "given list L, run f(item) for each item in parallel, then combine".

agentsope/SkillAlchemy457—~8.1kAutomated safety check: PassMIT1 mo ago
31

Build GraphRAG retrieval pipelines on Neo4j using the neo4j-graphrag Python package (v1.22.0+).

neo4j-contrib/neo4j-skills114—~4.2kAutomated safety check: NotesMITtoday
32

提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用. An agent skill from Prorise-cool/Claude-Code-Multi-Agent.

Prorise-cool/Claude-Code-Multi-Agent305—~1kAutomated safety check: PassNo licence21 days ago
33

Authoritative reference for the neo4j-agent-memory Python package — a graph-native memory system for AI agents built on Neo4j — and for the hosted service (NAMS) at memory.neo4jlabs.com.

neo4j-contrib/neo4j-skills114—~5.8kAutomated safety check: PassMITtoday
34

Load local files or raw text into LlamaIndex Documents, split them into metadata-aware nodes, and run ingestion pipelines with cache/docstore controls.

VectorSpaceLab/AREX-Skill328—~931Automated safety check: PassMIT1 mo ago
35
35.Rags

Use this repo skill for RAGs, a Streamlit app that builds configurable LlamaIndex RAG agents from natural-language setup, data sources, and model settings.

VectorSpaceLab/AREX-Skill328—~1kAutomated safety check: PassMIT1 mo ago
36

Operate, configure, benchmark, and troubleshoot llama.cpp across CPU, Metal, CUDA, HIP/ROCm, Vulkan, SYCL, and hybrid or multi-GPU systems.

magnus919/agent-skills111—~2.3kAutomated safety check: PassMITtoday
37

Build LLM applications with the LlamaIndex framework. An agent skill from magnus919/agent-skills.

magnus919/agent-skills111—~3kAutomated safety check: PassMITtoday
38

Integrate applications with RouterBase, the OpenAI-compatible model gateway at https://routerbase.com/v1.

aiskillstore/marketplace430—~964Automated safety check: PassNo licencetoday
39

Invoke when: User needs help with LlamaIndex RAG pipelines, index types, query engines, or vector stores.

theneoai/awesome-skills183—~3.6kAutomated safety check: PassMIT4 mo ago

Questions, answered from the data.

What is the best LlamaIndex skill?

Apify Integration Development (official) from apify/agent-skills ranks first of the 39 LlamaIndex skills listed here, with the highest score: its repository has 2.4k GitHub stars, its SKILL.md loads about 3.1k tokens and it passes the automated safety check with no findings. Next come Mem0 Platform SDK and FAISS Similarity Search.

Is there an official LlamaIndex skill?

1 of the 39 LlamaIndex skills are official, published by the vendor's own GitHub organization: Apify Integration Development.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.