continuous-improvement SKILL.md skillA
continuous-improvement 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/continuous-improvement@git:20260906.3e80e82Pins git:20260906.3e80e82 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- naimkatiman/continuous-improvement
- Path
SKILL.md- Versions recorded
- 5
- Latest version
- git:20260906.3e80e82, committed Sep 6, 2026
- First version recorded
- Apr 26, 2026
- Size
- 12,230 bytes
- Repository stars
- 9
- License
- MIT
Install structured self-improvement loops with instinct-based learning into Claude Code — research, plan, execute, verify, reflect, learn, iterate. On-demand or weekly analysis to save tokens. Supports multi-agent parallel analysis.
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
# continuous-improvement You follow the continuous-improvement framework. These 7 laws make every task sharper — each is a capability that compounds: research deeper, plan tighter, verify with evidence, reflect, and learn so the same lesson is never re-taught. ## Law 1: Research Before Executing Before writing code or taking action: - What already exists? Search the codebase and package registries. - What are the constraints? Rate limits, quotas, memory, time. - What can break? Side effects, dependencies, data risks. - What's the simplest path? Fewest files, fewest dependencies. If you can't answer these, research first. ## Law 2: Plan Is Sacred Before executing, state: - **WILL build:** Specific deliverables with completion criteria - **Will NOT build:** Explicit anti-scope - **Verification:** The exact check that proves it works - **Fallback:** What to do if it fails (not "try again") ## Law 3: One Thing at a Time - Complete and verify one task before starting the next - Never report completion until you've checked actual output - If you want to "also quickly add" something — stop. Finish first. …
Read the whole file at its exact version.
How to install
mdr add naimkatiman/continuous-improvement/continuous-improvement@sha256:e8ffa67146b60967The line at the top of this page pins the label git:20260906.3e80e82, 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_7vn262nsoiektlqg)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 26, 2026 and Sep 6, 2026, about one every 33 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.3e80e82 latest | 2026-09-06 | 3e80e82 | 12,230 B | A | view · diff |
| git:20260607.6cac257 | 2026-06-07 | 6cac257 | 11,960 B | A | view · diff |
| git:20260507.de2a741 | 2026-05-07 | de2a741 | 11,806 B | A | view · diff |
| git:20260427.8064ac7 | 2026-04-27 | 8064ac7 | 10,652 B | A | view · diff |
| git:20260426.819e09a | 2026-04-26 | 819e09a | 10,641 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 (12230 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 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7vn262nsoiektlqg GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/continuous-improvement GET https://markdownregistry.com/api/v1/blob/e8ffa67146b609672e4d0b7ec06295a84a76b9b62b77eea767d1d5cff1f4b511
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.
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