llms.txtA
llms.txt from naimkatiman/continuous-improvement is an llms.txt file: plain text a project publishes for AI models to read.
mdr add naimkatiman/continuous-improvement/llms.txt@git:20260906.fca30a4Pins git:20260906.fca30a4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- llms.txt file
- Repository
- naimkatiman/continuous-improvement
- Path
llms.txt- Versions recorded
- 5
- Latest version
- git:20260906.fca30a4, committed Sep 6, 2026
- First version recorded
- Jul 10, 2026
- Size
- 5,427 bytes
- Repository stars
- 9
- License
- MIT
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 > The persistent-memory and runtime-discipline layer for Claude Code. It remembers the corrections you already gave, grounds every edit in real facts before it lands, and — through the Mulahazah engine — turns each fix into a reusable instinct, so a lesson learned once is applied automatically next time with no re-teaching. Built on the 7 Laws of AI Agent Discipline (research, plan, verify, reflect, learn) and shipped as 28 bundled skills, instinct-aware hooks, an MCP toolset for recall and reflection, and a GitHub Action transcript linter that feeds real work history back into sharper instincts. ## What This Is The persistent-memory and discipline layer for AI coding agents. It carries the corrections Claude has already received from one session into the next, grounds each edit in real facts before it lands, and learns from every session so its competence compounds over time — research, plan, execute one thing at a time, verify, reflect, iterate, learn — building behavioral instincts via the Mulahazah learning system, so the same correction never has to be given twice and each run starts smarter than the last. Orchestration tools run a task; this is… …
Read the whole file at its exact version.
How to install
mdr add naimkatiman/continuous-improvement/llms.txt@sha256:d5329cd3097f8416The line at the top of this page pins the label git:20260906.fca30a4, 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_wxnwczgnatf6uupo)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 10, 2026 and Sep 6, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.fca30a4 latest | 2026-09-06 | fca30a4 | 5,427 B | A | view · diff |
| git:20260906.3e80e82 | 2026-09-06 | 3e80e82 | 5,427 B | A | view · diff |
| git:20260822.80198a5 | 2026-08-22 | 80198a5 | 4,507 B | A | view · diff |
| git:20260814.16dbf41 | 2026-08-14 | 16dbf41 | 3,622 B | A | view · diff |
| git:20260710.61572d4 | 2026-07-10 | 61572d4 | 3,622 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (5427 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_wxnwczgnatf6uupo GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/llms.txt GET https://markdownregistry.com/api/v1/blob/d5329cd3097f8416e5f6268d35c5240fc2800c047b0c5b51315b512c78abb76d
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: how to add an llms.txt file to a website · which agent file does what.
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