sips-in-run-improvement SKILL.md skillA
sips-in-run-improvement 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-in-run-improvement@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-in-run-improvement/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260920.f42ab34, committed Sep 20, 2026
- Size
- 2,582 bytes
- Repository stars
- 8
- License
- MIT
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.
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
# 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@sha256:2d4c93ce1bbcd743The 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_63ue7esqnajkw43m)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 20, 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 (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 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.