superragskills CLAUDE.md

superragskills CLAUDE.md is an instructions file for coding agents from Aryanacoder/superragskills. It costs 112 tokens per session, scanned A, original, MIT.

Project instructions for building retrieval-augmented generation (RAG) systems, which answer questions using a supplied document collection. They cover document copilots, search-based chatbots, and related designs.

In plain words
What is it for?
Use them when planning or building document search assistants, source-grounded question answering, ingestion pipelines, reranking, evaluation, GraphRAG, or multimodal RAG systems.
Why use it?
They tell the agent when to use the project's RAG-building workflow and require key choices, such as the RAG type and where it will run, to be settled first.

Instructions file

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/aryanacoder/superragskills/claude-md
Clone the repo
git clone --depth 1 https://github.com/Aryanacoder/superragskills

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for superragskills CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/aryanacoder/superragskills/claude-md.svg)](https://agentmods.dev/instructions/aryanacoder/superragskills/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/aryanacoder/superragskills/claude-md"><img src="https://agentmods.dev/badge/instructions/aryanacoder/superragskills/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 112 This file is loaded in full into every session.
When invoked 112 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00112 $0.00112
Opus 5 $0.00056 $0.00056
Sonnet 5 $0.00022 $0.00022
Haiku 4.5 $0.00011 $0.00011

Measured 4d ago against content hash a2fb465251d8, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

superragskills CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

CLAUDE.md · 6 lines

What it actually says

Claude Instructions

Use skills/superrag-build/SKILL.md when a user wants a RAG app, document copilot, vector-search chatbot, local/offline knowledge assistant, source-grounded QA system, ingestion pipeline, reranking/evaluation plan, GraphRAG, agentic RAG, multimodal RAG, AWS/Azure/local deployment, or RAG architecture review.

Follow the skill's staged interview. Classify the RAG type and deployment target before implementation unless the user explicitly supplies enough requirements or asks for a tiny prototype.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 6 lines · 112 tokens per session scan A a2fb465251d8

Subscribe to this mod's changes

superragskills CLAUDE.md is an instructions file published in the GitHub repository Aryanacoder/superragskills (3 stars, last pushed 2mo ago), licensed MIT. It adds 112 tokens to every session, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.