template-reproducibility-audit SKILL.md skillA
template-reproducibility-audit from docxology/template is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add docxology/template/template-reproducibility-audit@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
- docxology/template
- Path
docs/prompts/reproducibility-audit/SKILL.md- Versions recorded
- 5
- Latest version
- v1.0.0, committed Oct 6, 2026
- First version recorded
- May 24, 2026
- Size
- 2,960 bytes
- Repository stars
- 23
- License
- Apache-2.0
Deterministic reproducibility audit — fixed seeds, regenerate-from-clean, double-run diff before Zenodo/arXiv/release. USE WHEN outputs drift between runs, "worked on my machine", need regenerate-from-clean proof, or pre-release reproducibility check — even without naming docs/prompts.
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
# Reproducibility audit Complements [manuscript-claim-verification](../manuscript-claim-verification/SKILL.md) (claim truth) by focusing on **stability of artifacts**. ## Natural invoke - "Prove template_code_project is reproducible before Zenodo" - "Numbers in the PDF don't match after a clean rebuild" - "Double-run the pipeline and diff outputs" ## Inputs to confirm - **Project** — from [`docs/_generated/active_projects.md`](../../_generated/active_projects.md). ## Workflow 1. **Determinism** — fixed RNG seeds, `MPLBACKEND=Agg`; no wall-clock/hostname/path leaks. List nondeterministic sources. 2. **Regenerate from clean** — wipe working outputs, run core pipeline, regenerate manuscript variables. Capture exit status per stage. 3. **Diff** — compare regenerated `output/<name>/` and manuscript variables vs prose assertions. Hand-typed numbers not from generated variables are findings even if equal. 4. **Double-run stability** — regenerate twice with clean tree between; any run-1 vs run-2 diff is hard failure. …
Read the whole file at its exact version.
How to install
mdr add docxology/template/template-reproducibility-audit@sha256:6bd821566da54c98The 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_mqre7m73nsvm7l55)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 24, 2026 and Oct 6, 2026, about one every 34 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-06 | d465449 | 2,960 B | A | view · diff |
| v1.0.0 | 2026-07-06 | ade9b57 | 2,948 B | A | view · diff |
| v1.0.0 | 2026-07-06 | 69b1a90 | 2,934 B | A | view · diff |
| v1.0.0 | 2026-05-25 | 550d90f | 2,924 B | A | view · diff |
| git:20260524.1029201 | 2026-05-24 | 1029201 | 2,643 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 (2960 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
docxology/template · 23 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mqre7m73nsvm7l55 GET https://markdownregistry.com/api/v1/resolve?ref=docxology/template/template-reproducibility-audit GET https://markdownregistry.com/api/v1/blob/6bd821566da54c98d26b6f2db08ad4969ddf138ab2e5d411006922bc54a33106
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.