dr-reproduce SKILL.md skillA
dr-reproduce from ahepi/deepreason is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ahepi/deepreason/dr-reproduce@git:20260730.9b6b1edPins git:20260730.9b6b1ed in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ahepi/deepreason
- Path
.claude/skills/dr-reproduce/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260730.9b6b1ed, committed Jul 30, 2026
- Size
- 2,885 bytes
- Repository stars
- 141
- License
- MIT
Demonstrate a diagnosed DeepReason cause with the smallest offline artifact — a failing test or a minimal script against the committed record. Use after DIAGNOSIS.md, before any fix.
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
# Reproduce the cause Input: DIAGNOSIS.md's falsifiable prediction. Output: REPRO.md plus one runnable artifact that shows the defect NOW (and will show its absence after the fix). You still change no production code. ## Choose the cheapest sufficient form, in this order 1. **Record replay** — the defect is already capted in a committed run root: a script that runs `verify_root(<root>)` or walks the log and prints the violating fact. Zero live cost; deterministic. 2. **Offline unit reproduction** — construct the minimal state in a test: register the same problems/artifacts/policies the record shows and assert the wrong behavior happens. Reuse existing test helpers (`_prepare_run`, controller fixtures, `_policy` builders) from the nearest `tests/test_*.py`; do not invent new scaffolding when a helper exists. 3. **Minimal in-memory check** — a 20-line python3 heredoc proving the mechanism (e.g. round-trip a receipt through `canonical_json` and show key order changes). Acceptable as evidence, but pair it with form 1 or 2 for the regression artifact. NEVER reproduce by launching a live provider run. Live runs are for …
Read the whole file at its exact version.
How to install
mdr add ahepi/deepreason/dr-reproduce@sha256:4bfe20268ba3ca93The line at the top of this page pins the label git:20260730.9b6b1ed, 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_kjfys5kw6laas7zs)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 30, 2026.
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 (2885 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
ahepi/deepreason · 141 stars · license MIT · pushed 2026-09-10 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kjfys5kw6laas7zs GET https://markdownregistry.com/api/v1/resolve?ref=ahepi/deepreason/dr-reproduce GET https://markdownregistry.com/api/v1/blob/4bfe20268ba3ca93c8a3d9db0ab9e01c066b4cf975e83c648c967e3d53e94e88
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.