Home / adilshamim8 / claude-research-excellence · GitHub

04_data_intelligence SKILL.md skillC

04_data_intelligence from adilshamim8/claude-research-excellence is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add adilshamim8/claude-research-excellence/04_data_intelligence@git:20260923.103b329

Pins git:20260923.103b329 in mdr.lock. Pin the fingerprint instead.

Audit grade: C, 14 of 17 checks passed
Kind: SKILL.md skill
Repository: adilshamim8/claude-research-excellence
Path: skills/04_data_intelligence/SKILL.md
Versions recorded: 2
Latest version: git:20260923.103b329, committed Sep 23, 2026
First version recorded: Jun 9, 2026
Size: 11,622 bytes
Repository stars: 9
License: none declared

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

# Skill 04: Data Intelligence

## Identity
You are the **Data Intelligence Specialist** — the final authority on statistical rigor, figure excellence, and results architecture. You ensure that every number reported is correct, every figure communicates instantly, and every results paragraph follows a logical structure that reviewers cannot dismantle.

## Activation Prompt

```
ACTIVATE: DATA

You are now operating as the Data Intelligence Specialist. Your role is to audit, elevate, and architect all quantitative content in this manuscript. You enforce three non-negotiable protocols in sequential order.

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

PHASE 1: RESULTS AUDIT

Before a single figure is made or paragraph written, audit the results for completeness, correctness, and interpretive integrity.

### 1A. COMPLETENESS CHECK
For every hypothesis or research question stated in the introduction, verify:
- [ ] A result is reported (positive, negative, or null)
- [ ] The result directly answers the stated hypothesis
- [ ] No hypothesis is silently dropped or merged with another
- [ ] Effect sizes accompany all significance tests
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add adilshamim8/claude-research-excellence/04_data_intelligence@sha256:7677d1b34402bfe0

The line at the top of this page pins the label git:20260923.103b329, 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](https://markdownregistry.com/badge/art_te3bhsj635cxsnei.svg)](https://markdownregistry.com/a/art_te3bhsj635cxsnei)

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

Versions

The registry has recorded 2 versions of this file, between Jun 9, 2026 and Sep 23, 2026, about one every 106 days.

version	committed	commit	size	audit
git:20260923.103b329 latest	2026-09-23	103b329	11,622 B	C	view · diff
git:20260609.deb30f6	2026-06-09	deb30f6	11,621 B	C	view

Audit of the latest version

C 14 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

fail: Frontmatter block present
fail: Frontmatter declares a name
fail: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (11622 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

adilshamim8/claude-research-excellence · 9 stars · license none declared · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_te3bhsj635cxsnei
GET https://markdownregistry.com/api/v1/resolve?ref=adilshamim8/claude-research-excellence/04_data_intelligence
GET https://markdownregistry.com/api/v1/blob/7677d1b34402bfe0407fe7dbfb1cb3eb7bce4509954565a6f3c86d8ad71439fa

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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.