naimkatiman/continuous-improvement · third-party/oh-my-claudecode/skills/autoresearch/SKILL.md

autoresearch skillA

autoresearch is agent-read markdown (skill) from naimkatiman/continuous-improvement: Stateful single-mission improvement loop with strict evaluator contract, markdown decision logs, and max-runtime stop behavior.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add naimkatiman/continuous-improvement/autoresearch@git:20260503.16cdfd3
Exact content
mdr add naimkatiman/continuous-improvement/autoresearch@sha256:f98736d700b4bff6

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vm4ok7ixhattknjx.svg)](https://markdownregistry.com/a/art_vm4ok7ixhattknjx)

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Versions

versioncommittedcommitsizeaudit
git:20260503.16cdfd3 latest2026-05-03 16cdfd3 3,580 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3580 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

GitHub

naimkatiman/continuous-improvement · 7 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vm4ok7ixhattknjx
GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/autoresearch
GET https://markdownregistry.com/api/v1/blob/f98736d700b4bff63a6bad4abe0ee4c44eba0f43c1d6c0ca15089c8b9799d9a5

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.