scientific-critical-thinking SKILL.md skillA

scientific-critical-thinking from maxmiksa/auto-company is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add maxmiksa/auto-company/scientific-critical-thinking@git:20260918.6efeab7

Pins git:20260918.6efeab7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
maxmiksa/auto-company
Path
.claude/skills/scientific-critical-thinking/SKILL.md
Versions recorded
5
Latest version
git:20260918.6efeab7, committed Sep 18, 2026
First version recorded
Jul 9, 2025
Size
22,694 bytes
Repository stars
3,191
License
MIT

Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.

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

# Scientific Critical Thinking

## Overview

Critical thinking is a systematic process for evaluating scientific rigor. Assess methodology, experimental design, statistical validity, biases, confounding, and evidence quality using GRADE and Cochrane ROB frameworks. Apply this skill for critical analysis of scientific claims.

## When to Use This Skill

This skill should be used when:
- Evaluating research methodology and experimental design
- Assessing statistical validity and evidence quality
- Identifying biases and confounding in studies
- Reviewing scientific claims and conclusions
- Conducting systematic reviews or meta-analyses
- Applying GRADE or Cochrane risk of bias assessments
- Providing critical analysis of research papers

## Optional Visual Explanations

Add a diagram when it clarifies a bias pathway, evidence hierarchy, or assessment workflow. A labeled Markdown table or Mermaid flowchart can express these relationships without additional software.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add maxmiksa/auto-company/scientific-critical-thinking@sha256:ee7ffc3f191a2d93

The line at the top of this page pins the label git:20260918.6efeab7, 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_4ouy3hcrkvvp7z4f.svg)](https://markdownregistry.com/a/art_4ouy3hcrkvvp7z4f)

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

Versions

The registry has recorded 5 versions of this file, between Jul 9, 2025 and Sep 18, 2026, about one every 109 days.

versioncommittedcommitsizeaudit
git:20260918.6efeab7 latest2026-09-18 6efeab7 22,694 BA view · diff
git:20260202.af485b52026-02-02 af485b5 23,501 BA view · diff
git:20260105.0339d3e2026-01-05 0339d3e 16,994 BA view · diff
git:20251022.18fae3f2025-10-22 18fae3f 11,409 BA view · diff
git:20250709.b68114f2025-07-09 b68114f 5,968 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (22694 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

maxmiksa/auto-company · 3,191 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4ouy3hcrkvvp7z4f
GET https://markdownregistry.com/api/v1/resolve?ref=maxmiksa/auto-company/scientific-critical-thinking
GET https://markdownregistry.com/api/v1/blob/ee7ffc3f191a2d93c05de3d0c3e36eb867714c1ea82788c1c9ae346e9240c6f8

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.

More from maxmiksa/auto-company

agent-browser SKILL.md skill
maxmiksa/auto-company · .claude/skills/agent-browser/SKILL.md · Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages…
git:20251121.df99134 · audit A · 3,191 stars
code-review-security SKILL.md skill
maxmiksa/auto-company · .claude/skills/code-review-security/SKILL.md · Security-focused code review checklist and automated scanning patterns. Use when reviewing pull requests for security…
v1.0.0 · audit A · 3,191 stars
cold-email-sequence-generator SKILL.md skill
maxmiksa/auto-company · .claude/skills/cold-email-sequence-generator/SKILL.md · Generate personalized cold email sequences (7-14 emails) with A/B test subject lines, follow-up timing recommendations…
git:20260209.ac7f698 · audit A · 3,191 stars
community-led-growth SKILL.md skill
maxmiksa/auto-company · .claude/skills/community-led-growth/SKILL.md · Expert in community-led growth (CLG) - leveraging user communities to drive acquisition, retention, and expansion…
git:20250904.0571b69 · audit A · 3,191 stars
competitive-intelligence-analyst SKILL.md skill
maxmiksa/auto-company · .claude/skills/competitive-intelligence-analyst/SKILL.md · Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify…
v1.0.0 · audit A · 3,191 stars
content-strategy SKILL.md skill
maxmiksa/auto-company · .claude/skills/content-strategy/SKILL.md · When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also…
v1.0.0 · audit A · 3,191 stars
deep-analysis SKILL.md skill
maxmiksa/auto-company · .claude/skills/deep-analysis/SKILL.md · Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews…
git:20260113.039cc22 · audit A · 3,191 stars
deep-reading-analyst SKILL.md skill
maxmiksa/auto-company · .claude/skills/deep-reading-analyst/SKILL.md · Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA…
git:20260128.6f5dcdd · audit A · 3,191 stars
deep-research SKILL.md skill
maxmiksa/auto-company · .claude/skills/deep-research/SKILL.md · Conduct enterprise-grade research with multi-source synthesis, citation tracking, and verification. Use when user needs…
git:20260918.6efeab7 · audit A · 3,191 stars
devops SKILL.md skill
maxmiksa/auto-company · .claude/skills/devops/SKILL.md · Deploy to Cloudflare (Workers, R2, D1), Docker, GCP (Cloud Run, GKE), Kubernetes (kubectl, Helm). Use for serverless…
v2.0.0 · audit A · 3,191 stars
email-sequence SKILL.md skill
maxmiksa/auto-company · .claude/skills/email-sequence/SKILL.md · When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email…
v1.0.0 · audit A · 3,191 stars
financial-unit-economics SKILL.md skill
maxmiksa/auto-company · .claude/skills/financial-unit-economics/SKILL.md · Use when evaluating business model viability, analyzing profitability per customer/product/transaction, validating…
git:20251209.441f2f5 · audit A · 3,191 stars

Every file in maxmiksa/auto-company

Other files named scientific-critical-thinking

scientific-critical-thinking SKILL.md skill
k-dense-ai/scientific-agent-skills · skills/scientific-critical-thinking/SKILL.md · Evaluates scientific claims and evidence quality. Applies to experimental design validity, biases and confounders…
v1.5 · audit A · 56,497 stars
scientific-critical-thinking SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/scientific-critical-thinking/SKILL.md · Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and…
git:20260303.491ea97 · audit A · 3,805 stars
scientific-critical-thinking SKILL.md skill
oleafly/oleafly · src-tauri/resources/skills/scientific-critical-thinking/SKILL.md · Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and…
v1.3 · audit B · 1,109 stars
scientific-critical-thinking SKILL.md skill
jaechang-hits/sciagent-skills · skills/scientific-writing/scientific-critical-thinking/SKILL.md · Evaluating scientific evidence and claims. Covers study design hierarchy (RCT to expert opinion), effect sizes (OR, RR…
git:20260428.81ea2d2 · audit A · 386 stars

Browse by kind, by grade A, or by owner.