datachain CLAUDE.md

datachain CLAUDE.md is an instructions file for coding agents from datachain-ai/datachain. It costs 87 tokens per session, scanned A, original, Apache-2.0.

A short instruction file for the Datachain project, a data-processing system whose broader architecture and warehouse guidance are kept in AGENT.md. It requires reading that file in full before working.

In plain words
What is it for?
Use it at the start of any Datachain change to locate and follow AGENT.md, then apply its guidance to implementation decisions.
Why use it?
It prevents changes from ignoring the project's shared architecture, supported data warehouses, and design principles.

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/datachain-ai/datachain/claude-md
Clone the repo
git clone --depth 1 https://github.com/datachain-ai/datachain

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 datachain CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/datachain-ai/datachain/claude-md.svg)](https://agentmods.dev/instructions/datachain-ai/datachain/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/datachain-ai/datachain/claude-md"><img src="https://agentmods.dev/badge/instructions/datachain-ai/datachain/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 87 This file is loaded in full into every session.
When invoked 87 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 $0.00087 $0.00087
Opus 5 $0.00044 $0.00044
Sonnet 5 $0.00017 $0.00017
Haiku 4.5 $0.00009 $0.00009

Measured 4d ago against content hash 0f3f2da7dc48, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

datachain 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 · 10 lines

What it actually says

CLAUDE.md

Always read and follow AGENT.md — unconditionally, in full. It holds the general, durable insights about this product (architecture, warehouse backends, cross-cutting design principles). Treat them as binding context for any change here.

Keep general product insights in AGENT.md (not here); this file is only for Claude-specific notes.

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 · 10 lines · 87 tokens per session scan A 0f3f2da7dc48

Subscribe to this mod's changes

datachain CLAUDE.md is an instructions file published in the GitHub repository datachain-ai/datachain (2,816 stars, last pushed today), licensed Apache-2.0. It adds 87 tokens to every session, about $0.0004 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 2026-08-30.

Related

Other instructions, from other repositories