Home / garrytan / gbrain · plugin/skills/academic-verify/SKILL.md · GitHub

academic-verify skillA

academic-verify is agent-read markdown (skill) from garrytan/gbrain: Verify a research claim or academic citation by tracing it through publication → methodology → raw data → independent replication. Routes through perplexity-research for the actual web lookup, then formats results as a citation-checked brain page. Use when a book/article/conversation cites a study and you want to confirm the claim is real, replicated, and accurately characterized..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# academic-verify — Trace Claims to Source Data

> **Convention:** see [conventions/quality.md](../conventions/quality.md) for
> citation rules; every verdict cites the source data, not just the
> author's claim about the source data.
>
> **Convention:** see [conventions/brain-first.md](../conventions/brain-first.md)
> for the lookup chain. This skill enforces brain-first by checking
> existing brain pages before issuing a fresh web search.

## What this is

A claim-verification flow for academic / research statements. When a
book, article, or speaker cites a study or quotes a number, this skill
traces the claim through:

```
claim → publication → methodology section → raw data source → independent verification
```

At each step, it answers:

- **Where does this number come from?** (Self-generated? Survey? Government data?)
- **What's the baseline?** (Reduction from what? Over what time period?)
- **Is the raw data available?** (Public? Proprietary? "Available on request"?)
- **Has anyone independently verified it?** (Replication study? Government audit?)
- **Are there confounding factors?** (Other interventions, policy changes, COVID, sampling bias?)
…

Read the whole file at its exact version.

How to install

Latest version
mdr add garrytan/gbrain/academic-verify@v0.1.0
Exact content
mdr add garrytan/gbrain/academic-verify@sha256:1c19e27e75249d86

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_cmlxtrdn6memdfyw.svg)](https://markdownregistry.com/a/art_cmlxtrdn6memdfyw)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v0.1.0 latest2026-08-16 df4feda 9,379 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (9379 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

garrytan/gbrain · 30,275 stars · license MIT · pushed 2026-09-23 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_cmlxtrdn6memdfyw
GET https://markdownregistry.com/api/v1/resolve?ref=garrytan/gbrain/academic-verify
GET https://markdownregistry.com/api/v1/blob/1c19e27e75249d869da428ce8d060075feef8fbbfe146af58b305d11a260ebbc

Your agent 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.

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