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.
Scanned 9/5/2026
Install to Claude Code
npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill reforms-grading --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Reforms Grading?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/yogsoth-ai-reforms-grading)More formats (shields.io, HTML) on the badges page.
---
name: reforms-grading
description: '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.'
version: 1.0.0
category: paper-reading
type: tactic
execution: tactic
input: 'paper_ref (string — title, arXiv ID, DOI, URL, or local .md/.txt/.pdf path)'
output: '01-study-design-tool-gate.json and 02-engineering-config-grading.json under context/papers/<dir>/reforms-grading/'
sops:
- paper-fetch
- study-design-tool-gate
- engineering-config-grading
dependencies:
sops:
- paper-fetch
- study-design-tool-gate
- engineering-config-grading
---
# 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.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!