dr-implement-fix SKILL.md skillA
dr-implement-fix 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-implement-fix@git:20260813.5683bc4Pins git:20260813.5683bc4 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-implement-fix/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260813.5683bc4, committed Aug 13, 2026
- First version recorded
- Aug 2, 2026
- Size
- 4,926 bytes
- Repository stars
- 141
- License
- MIT
Apply an approved FIX.md to DeepReason with regression tests and the full gate. The only skill allowed to modify production code. Use after FIX.md passes its approval gate.
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
# Implement the fix
Input: an approved FIX.md. Output: one commit containing the fix, its
regression test, and any fixture updates FIX.md authorized — nothing
else.
## Procedure
1. **Touch only FIX.md's change sites.** If implementation reveals a
needed site FIX.md missed, STOP: amend FIX.md first (one commit),
then continue. Silent scope growth is the failure mode this
workflow exists to prevent.
2. **Write the regression test first**, converting the REPRO artifact:
it fails before your change, passes after. Its docstring names the
live run/record that motivated it (e.g. "Regression (selfstudy
run-9175f0ec): ..."), so the next reader can find the evidence.
Build it to `dr-execute-step`'s "Durable tests, checks, and probes"
rules — committed evidence only, meaning over form, mutation-proved,
wall-clock scrubbed recursively, absence-tolerant — so it survives
repo changes and fails only when the defect returns.
3. Apply the code change. Comments state the constraint the code
cannot show ("compare by handle index, not mapping order: canonical
JSON sorts keys"), never the change's history or your reasoning.
…Read the whole file at its exact version.
How to install
mdr add ahepi/deepreason/dr-implement-fix@sha256:8b0999634efd3342The line at the top of this page pins the label git:20260813.5683bc4, 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_l3otpjfj56kyvwkg)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 2, 2026 and Aug 13, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260813.5683bc4 latest | 2026-08-13 | 5683bc4 | 4,926 B | A | view · diff |
| git:20260805.132bdbb | 2026-08-05 | 132bdbb | 4,996 B | A | view · diff |
| git:20260805.20f2c8d | 2026-08-05 | 20f2c8d | 4,649 B | A | view · diff |
| git:20260804.913c1a8 | 2026-08-04 | 913c1a8 | 4,384 B | A | view · diff |
| git:20260802.69f89d2 | 2026-08-02 | 69f89d2 | 4,111 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 (4926 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_l3otpjfj56kyvwkg GET https://markdownregistry.com/api/v1/resolve?ref=ahepi/deepreason/dr-implement-fix GET https://markdownregistry.com/api/v1/blob/8b0999634efd33427434fb382e8ed15db8a6722ba09874171cf0d93c8178cda4
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.