sips-execution-repro skillA
sips-execution-repro is agent-read markdown (skill) from rasputinkaiser/self-improvement-plugin: Turn failures, logs, symptoms, or flaky behavior into a compact repro and verification plan. Use when debugging needs a reproducible failure path..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@git:20260920.f42ab34mdr add rasputinkaiser/self-improvement-plugin/sips-execution-repro@sha256:276a7e5363e45f5ePin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_dtbvmm5k4fon7umz)
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Versions
| 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 agent 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.