sips-in-run-improvement skillA
sips-in-run-improvement is agent-read markdown (skill) from rasputinkaiser/self-improvement-plugin: Capture and develop a reusable skill, tool repair, or behavior improvement noticed while completing a task. Use when instructions are stale, a recurring workflow deserves a skill, or a tool contract fails in practice..
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
# Improve while doing the work When a concrete bump exposes reusable knowledge, preserve the evidence before continuing. Prefer completing the user's task; capture a short notice when a separate improvement would interrupt it. Do not create a skill for generic advice or a one-off fact. A reproducible failure can justify repair without waiting for recurrence. Inspect the relevant existing skill or tool first. Choose: - extend_skill: useful guidance missing from an applicable skill; - refresh_skill: instructions conflict with verified current behavior; - create_skill: a reusable workflow has no suitable home; - repair_tool: executable behavior or an interface is wrong; - create_tool or compose_tools: a demonstrated capability gap; - update_behavior: an existing local behavioral instruction needs a scoped correction. Use adaptation action `notice` with kind, path, title, rationale, evidence_indices, and acceptance. Evidence indices refer to the current episode's recorded evidence. Include expected behavior, a relevant consumer regression and a counterexample in the acceptance requirements. Record the corrected command or observed result, not …
Read the whole file at its exact version.
How to install
mdr add rasputinkaiser/self-improvement-plugin/sips-in-run-improvement@git:20260920.f42ab34mdr add rasputinkaiser/self-improvement-plugin/sips-in-run-improvement@sha256:2d4c93ce1bbcd743Pin 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_63ue7esqnajkw43m)
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Versions
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 (2582 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_63ue7esqnajkw43m GET https://markdownregistry.com/api/v1/resolve?ref=rasputinkaiser/self-improvement-plugin/sips-in-run-improvement GET https://markdownregistry.com/api/v1/blob/2d4c93ce1bbcd743bfc10edd72e10fbddfa08d519b5cd32faf5fd0d06f0c9d4e
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.