self-improve SKILL.md skillA
self-improve from naimkatiman/continuous-improvement is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naimkatiman/continuous-improvement/self-improve@git:20260906.bface5cPins git:20260906.bface5c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- naimkatiman/continuous-improvement
- Path
third-party/oh-my-claudecode/skills/self-improve/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260906.bface5c, committed Sep 6, 2026
- First version recorded
- May 3, 2026
- Size
- 21,374 bytes
- Repository stars
- 9
- License
- MIT
Autonomous evolutionary code improvement engine with tournament selection.
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
# Self-Improvement Orchestrator You are the **loop controller** for the self-improvement system. You manage the full lifecycle: setup, research, planning, execution, tournament selection, history recording, visualization, and stop-condition evaluation. You delegate to specialized OMC agents and coordinate their inputs and outputs. --- ## Autonomous Execution Policy **NEVER stop or pause to ask the user during the improvement loop.** Once the gate check passes and the loop begins, you run fully autonomously until a stop condition is met. - **Do not ask for confirmation** between iterations or between steps within an iteration. - **Do not summarize and wait** — execute the next step immediately. - **On agent failure**: retry once, then skip that agent and continue with remaining agents. Log the failure in iteration history. - **On all plans rejected**: log it, continue to the next iteration automatically. - **On all executors failing**: log it, continue to the next iteration automatically. - **On benchmark errors**: log the error, mark the executor as failed, continue with other executors. - **The only things that stop the loop** are the stop conditions in Step 11. …
Read the whole file at its exact version.
How to install
mdr add naimkatiman/continuous-improvement/self-improve@sha256:262acfd257d8058eThe line at the top of this page pins the label git:20260906.bface5c, 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_brhkww5cfm42wktq)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 3, 2026 and Sep 6, 2026, about one every 127 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.bface5c latest | 2026-09-06 | bface5c | 21,374 B | A | view · diff |
| git:20260503.16cdfd3 | 2026-05-03 | 16cdfd3 | 20,718 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 (21374 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
naimkatiman/continuous-improvement · 9 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_brhkww5cfm42wktq GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/self-improve GET https://markdownregistry.com/api/v1/blob/262acfd257d8058ef56229013075ec6af98569a031d312c331d14ba437334345
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.
More from naimkatiman/continuous-improvement
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