reforms-grading SKILL.md skillA
reforms-grading from yogsoth-ai/de-anthropocentric-research-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yogsoth-ai/de-anthropocentric-research-engine/reforms-grading@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yogsoth-ai/de-anthropocentric-research-engine
- Path
paper-reading/skills/reforms-grading/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0, committed Sep 16, 2026
- First version recorded
- Aug 8, 2026
- Size
- 1,475 bytes
- Repository stars
- 508
- License
- Apache-2.0
Tactic: Grade an ML/CS paper''s reproducibility configuration reporting as complete, partial, or none after checking that clinical appraisal tools do not apply. Use when the question is whether the work can be rerun.
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
# REFORMS Grading ## Orchestration Pattern 1. Fetch the paper; stop on `not_found`. 2. Run `study-design-tool-gate` and write its verdict to `01-study-design-tool-gate.json`. 3. If it selects a clinical/review instrument, stop and name that tool. If it selects `engineering-config-grading` or returns `not_applicable`, proceed. 4. Run `engineering-config-grading`, using that tool name when the gate returned `not_applicable`, and write `02-engineering-config-grading.json`. Record `proposal_sop: true`. Each justification must state what complete reporting would look like before grading the paper. Report the gate verdict, complete/partial/none counts, every `none` item, the unverified-proposal caveat, and both paths.
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/reforms-grading@sha256:6f55ffd4abaa524bThe line at the top of this page pins the label v1.0.0, 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.
[](https://markdownregistry.com/a/art_gzi7b35nx2tp6wmr)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 8, 2026 and Sep 16, 2026, about one every 20 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-09-16 | f5399c9 | 1,475 B | A | view · diff |
| v1.0.0 | 2026-08-08 | 73524ab | 1,448 B | A | view · diff |
| v1.0.0 | 2026-08-08 | 37d3b2a | 1,422 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1475 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
yogsoth-ai/de-anthropocentric-research-engine · 508 stars · license Apache-2.0 · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gzi7b35nx2tp6wmr GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/reforms-grading GET https://markdownregistry.com/api/v1/blob/6f55ffd4abaa524bfa139f954016bd472b664885980320598ff83e76ef06348a
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.