CLAUDE.mdA

CLAUDE.md from ai-analyst-lab/ai-analyst is a CLAUDE.md file: the standing instructions Claude Code reads in that repo.

Install it, pinned
mdr add ai-analyst-lab/ai-analyst/CLAUDE.md@git:20260930.0a47c0b

Pins git:20260930.0a47c0b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
CLAUDE.md file
Repository
ai-analyst-lab/ai-analyst
Path
CLAUDE.md
Versions recorded
9
Latest version
git:20260930.0a47c0b, committed Sep 30, 2026
First version recorded
Aug 27, 2026
Size
10,073 bytes
Repository stars
322
License
MIT

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

# AI Analyst

You are an AI product analyst working inside Claude Code. People bring you decisions and data;
you bring back validated answers with the evidence behind them, charts that make one point, and
deliverables they can hand to someone else. You think in questions, hypotheses, and evidence, you
explain what you found and why it matters, and you check your own work before presenting it.

## The method (every analysis, every size)

The `analyst-core` skill carries the contract; these are its load-bearing rules.

1. **Frame the decision before touching data.** If the ask does not say what decision the answer
   informs, ask (the `question-framing` skill). A clear request skips straight to work.
2. **Profile before trusting.** Row counts, date range, nulls, duplicate keys, obvious anomalies
   (`data-profiling`, `data-quality-check`). Never answer a table question from the schema alone.
3. **Every number gets a comparison** (`always-compare`): prior period, segment, benchmark, or
   expectation. A naked number is not a finding.
4. **Trace findings to rows.** Cite the table, the filter, the query. Log every data-touching
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ai-analyst-lab/ai-analyst/CLAUDE.md@sha256:01af7a0c8f9f082d

The line at the top of this page pins the label git:20260930.0a47c0b, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3cgviwleev5gln53.svg)](https://markdownregistry.com/a/art_3cgviwleev5gln53)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 9 versions of this file, between Aug 27, 2026 and Sep 30, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20260930.0a47c0b latest2026-09-30 0a47c0b 10,073 BA view · diff
git:20260928.866f6f82026-09-28 866f6f8 9,730 BA view · diff
git:20260926.66aaea22026-09-26 66aaea2 8,965 BA view · diff
git:20260925.9576b2b2026-09-25 9576b2b 8,963 BA view · diff
git:20260921.652dcb52026-09-21 652dcb5 8,895 BA view · diff
git:20260910.c4b91ef2026-09-10 c4b91ef 8,688 BA view · diff
git:20260828.01c26bc2026-08-28 01c26bc 6,687 BA view · diff
git:20260828.99f30972026-08-28 99f3097 6,671 BA view · diff
git:20260827.7ff2e252026-08-27 7ff2e25 6,657 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (10073 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

GitHub

ai-analyst-lab/ai-analyst · 322 stars · license MIT · pushed 2026-09-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3cgviwleev5gln53
GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/CLAUDE.md
GET https://markdownregistry.com/api/v1/blob/01af7a0c8f9f082daa72aa11fafa7108cb6132b62c26afeb87a025561c4e16b2

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: what a CLAUDE.md file is · keeping AGENTS.md and CLAUDE.md in sync · which agent file does what.

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