vodailocz/kilo-kit-mcp · skills/engineering/agentic-rag/SKILL.md

agentic-rag skillA

agentic-rag is agent-read markdown (skill) from vodailocz/kilo-kit-mcp: Use when building self-correcting retrieval systems for AI agents. Keywords: RAG, retrieval, Corrective RAG, Self-RAG, query decomposition, reranking, hallucination, grounding..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add vodailocz/kilo-kit-mcp/agentic-rag@git:20260821.05c0d52
Exact content
mdr add vodailocz/kilo-kit-mcp/agentic-rag@sha256:7178200fe73b7a3b

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_4e3ohuv5xxbfzikk.svg)](https://markdownregistry.com/a/art_4e3ohuv5xxbfzikk)

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Versions

versioncommittedcommitsizeaudit
git:20260821.05c0d52 latest2026-08-21 05c0d52 4,472 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

vodailocz/kilo-kit-mcp · 26 stars · license Apache-2.0 · pushed 2026-09-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4e3ohuv5xxbfzikk
GET https://markdownregistry.com/api/v1/resolve?ref=vodailocz/kilo-kit-mcp/agentic-rag
GET https://markdownregistry.com/api/v1/blob/7178200fe73b7a3b87ec2e92c4b3a046f876f686dcd2965415a2ff3318525305