sips-execution-repro SKILL.md skillA
sips-execution-repro from rasputinkaiser/self-improvement-plugin is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rasputinkaiser/self-improvement-plugin/sips-execution-repro@git:20260920.f42ab34Pins git:20260920.f42ab34 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rasputinkaiser/self-improvement-plugin
- Path
skills/sips-execution-repro/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260920.f42ab34, committed Sep 20, 2026
- First version recorded
- Jul 20, 2026
- Size
- 979 bytes
- Repository stars
- 8
- License
- MIT
Turn failures, logs, symptoms, or flaky behavior into a compact repro and verification plan. Use when debugging needs a reproducible failure path.
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
# SIPS Execution Repro Use `homebase_execution_repro` with the goal, symptoms, logs, and failing tests the user supplied or you observed. Separate observed evidence from hypotheses. Prefer the smallest command or UI path that reproduces the failure, then name the exact verification command that should turn green after the fix. If no repro is available yet, report that clearly and give the next observation needed rather than treating a hypothesis as confirmed. ## Research methods (0.7) Use `diagnosis` to expose unresolved hypothesis pairs before executing probes. A coverage design still needs an oracle; unavailable results never discriminate hypotheses. See [method API](../../references/research-methods.md) and [command protocol](../../references/command-protocol.md).
Read the whole file at its exact version.
How to install
mdr add rasputinkaiser/self-improvement-plugin/sips-execution-repro@sha256:276a7e5363e45f5eThe line at the top of this page pins the label git:20260920.f42ab34, 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_dtbvmm5k4fon7umz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 20, 2026 and Sep 20, 2026, about one every 62 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260920.f42ab34 latest | 2026-09-20 | f42ab34 | 979 B | A | view · diff |
| git:20260720.dcc8fa1 | 2026-07-20 | dcc8fa1 | 663 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 (979 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
rasputinkaiser/self-improvement-plugin · 8 stars · license MIT · pushed 2026-09-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dtbvmm5k4fon7umz GET https://markdownregistry.com/api/v1/resolve?ref=rasputinkaiser/self-improvement-plugin/sips-execution-repro GET https://markdownregistry.com/api/v1/blob/276a7e5363e45f5e5d4bdf1c498c3b69f01fac48ea79f6d581210915d811fc5c
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.