llama-index SKILL.md skillA
llama-index from codeatcode/oss-ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add codeatcode/oss-ai-skills/llama-index@v2.0.0Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- codeatcode/oss-ai-skills
- Path
frameworks/llama-index/SKILL.md- Versions recorded
- 6
- Latest version
- v2.0.0, committed Oct 28, 2026
- First version recorded
- Mar 9, 2026
- Size
- 16,840 bytes
- Repository stars
- 30
- License
- GPL-3.0
Use when building RAG or LLM applications with LlamaIndex - data loaders, node parsing, vector stores, retrievers and rerankers, query engines, agents and workflows, streaming, or evaluation.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
> **Objective:** Use this skill to prevent retrieval quality failures and RAG pipeline bugs by enforcing chunking discipline, metadata attachment at ingest, and retrieval debugging patterns below. # LlamaIndex Development Complete guide for building RAG applications with LlamaIndex framework. ## Overview LlamaIndex is a data framework for LLM applications, providing tools for data ingestion, indexing, and retrieval. **Key Characteristics:** - RAG (Retrieval Augmented Generation) support - Multiple data connectors (300+) - Various index types - Query and chat engines - Vector store integrations - Agent framework ## Installation ### Setup ```bash # Basic installation (v0.14+) pip install llama-index # With OpenAI pip install llama-index-llms-openai pip install llama-index-embeddings-openai # With workflow engine support pip install llama-index-core # With vector stores pip install llama-index-vector-stores-chroma pip install llama-index-vector-stores-pinecone pip install llama-index-vector-stores-qdrant # With evaluation pip install llama-index-llms-openai ragas ``` ### Version Notes - Current stable: v0.14.x (rapid monthly releases) …
Read the whole file at its exact version.
How to install
mdr add codeatcode/oss-ai-skills/llama-index@sha256:a8d8624f8d091eb4The line at the top of this page pins the label v2.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_pzmv5njsp3f3dc75)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Mar 9, 2026 and Oct 28, 2026, about one every 47 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.0 latest | 2026-10-28 | 83beb90 | 16,840 B | A | view · diff |
| v2.0.0 | 2026-10-01 | 268819e | 16,202 B | A | view · diff |
| v2.0.0 | 2026-09-23 | f8bf298 | 12,266 B | A | view · diff |
| v1.0.0 | 2026-08-06 | 30e0453 | 29,457 B | A | view · diff |
| v1.0.0 | 2026-04-20 | e5744c4 | 26,779 B | A | view · diff |
| v1.0.0 | 2026-03-09 | 46f73cd | 26,787 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (16840 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
codeatcode/oss-ai-skills · 30 stars · license GPL-3.0 · pushed 2026-10-28 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_pzmv5njsp3f3dc75 GET https://markdownregistry.com/api/v1/resolve?ref=codeatcode/oss-ai-skills/llama-index GET https://markdownregistry.com/api/v1/blob/a8d8624f8d091eb45312da7ed239a5954e443be90f87dd2dc38bce5c4bf5837b
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.