superragskills: Instructions file for Claude Code

CLAUDE.md

superragskills CLAUDE.md is an instructions file for Claude Code 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 for Claude Code

Written for Claude Code: the file is CLAUDE.md.

This is Aryanacoder/superragskills's own configuration. It tells Claude Code how to work on superragskills itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything superragskills configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Aryanacoder/superragskills. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Aryanacoder/superragskills/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/Aryanacoder/superragskills

Made for: Claude Code.

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README.md
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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. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00112 $0.00112
Opus 5.5 $0.00045 $0.00045
Sonnet 5.5 $0.00022 $0.00022
Haiku 4.5 $0.00011 $0.00011

Measured 2mo ago against content hash a2fb465251d8, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, 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 2mo 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. 2mo 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 (4 stars, last pushed 4mo ago), licensed MIT. It adds 112 tokens to every session, about $0.0004 per session on Opus 5.5. 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.

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