ralph SKILL.md skillA
ralph 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/ralph@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/ralph/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260906.bface5c, committed Sep 6, 2026
- First version recorded
- May 3, 2026
- Size
- 22,771 bytes
- Repository stars
- 9
- License
- MIT
Self-referential loop until task completion with configurable verification reviewer.
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
[RALPH - ITERATION {{ITERATION}}/{{MAX}}]
Your previous attempt did not output the completion promise. Continue working on the task.
<Purpose>
Ralph is a PRD-driven persistence loop that keeps working on a task until ALL user stories in prd.json have passes: true and are reviewer-verified. It combines session persistence, automatic retry on failure, structured story tracking, and mandatory verification before completion.
</Purpose>
<Use_When>
- Task requires guaranteed completion with verification (not just "do your best")
- User says "ralph", "don't stop", "must complete", "finish this", or "keep going until done"
- Work may span multiple iterations and needs persistence across retries
- Task benefits from structured PRD-driven execution with reviewer sign-off
</Use_When>
<Do_Not_Use_When>
- User wants a full autonomous pipeline from idea to code -- use `autopilot` instead
- User wants to explore or plan before committing -- use `plan` skill instead
- User wants a quick one-shot fix -- delegate directly to an executor agent
- User wants manual control over completion -- delegate directly to an executor agent
…Read the whole file at its exact version.
How to install
mdr add naimkatiman/continuous-improvement/ralph@sha256:908eaf0dfeed0542The 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_6qff6lekxq4maqtc)
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 | 22,771 B | A | view · diff |
| git:20260503.16cdfd3 | 2026-05-03 | 16cdfd3 | 15,700 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 (22771 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_6qff6lekxq4maqtc GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/ralph GET https://markdownregistry.com/api/v1/blob/908eaf0dfeed05428a1663f7c8a2a80f2850eb4740568e05169b1e7daacb4d61
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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