evidence-based-reviews SKILL.md skillA

evidence-based-reviews from rampstackco/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add rampstackco/claude-skills/evidence-based-reviews@git:20260810.e5bc675

Pins git:20260810.e5bc675 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
rampstackco/claude-skills
Path
skills/evidence-based-reviews/SKILL.md
Versions recorded
3
Latest version
git:20260810.e5bc675, committed Aug 10, 2026
First version recorded
Jun 12, 2026
Size
12,410 bytes
Repository stars
1,037
License
MIT

Produce honest product reviews and buying guides without fabricated first-hand experience, using disclosed evidence tiers: verified specs, owner-experience synthesis at scale, expert triangulation, and hands-on only when true. Use this skill whenever the user wants to write product reviews or buying guides without hands-on access, set up a review methodology, add evidence disclosure to review content, align reviews with Google's reviews system or FTC affiliate disclosure expectations, or…

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

# Evidence-Based Reviews

Produce product reviews and buying guides whose claims match their evidence. The method is evidence synthesis with a disclosed basis, and one rule anchors everything: never claim hands-on time that did not happen.

Most review sites fail this rule quietly. "We tested" appears above content assembled from spec sheets, and readers have learned to smell it. The honest alternative is stronger, not weaker: synthesis of owner experience at scale, verified specifications, and triangulated expert sources is demonstrable original analysis, and disclosing it builds the trust that fabricated testing destroys.

---

## When to use

- Writing product reviews or buying guides when hands-on access is partial or absent
- Setting up the review methodology for a new review or affiliate site
- Adding evidence disclosure to existing review content
- Auditing review content for claims its evidence cannot support
- Deciding whether Review or Product schema is honest for a given piece
- Aligning review content with Google's reviews system and FTC disclosure expectations

## When NOT to use
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add rampstackco/claude-skills/evidence-based-reviews@sha256:d827133c07978d77

The line at the top of this page pins the label git:20260810.e5bc675, 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_geoaag2g2vyafahk.svg)](https://markdownregistry.com/a/art_geoaag2g2vyafahk)

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

Versions

The registry has recorded 3 versions of this file, between Jun 12, 2026 and Aug 10, 2026, about one every 29 days.

versioncommittedcommitsizeaudit
git:20260810.e5bc675 latest2026-08-10 e5bc675 12,410 BA view · diff
git:20260626.f1bc1952026-06-26 f1bc195 11,887 BA view · diff
git:20260612.c0b6ba82026-06-12 c0b6ba8 11,513 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 (12410 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

rampstackco/claude-skills · 1,037 stars · license MIT · pushed 2026-10-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_geoaag2g2vyafahk
GET https://markdownregistry.com/api/v1/resolve?ref=rampstackco/claude-skills/evidence-based-reviews
GET https://markdownregistry.com/api/v1/blob/d827133c07978d77d1d669a7ba887d4278d65b407787d98e0e8bd32cb0229f9a

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.

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