nobrainer-autoimprove SKILL.md skillA
nobrainer-autoimprove from nobrainer-tech/nobrainer-tech-flow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nobrainer-tech/nobrainer-tech-flow/nobrainer-autoimprove@git:20261028.b89d7efPins git:20261028.b89d7ef in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nobrainer-tech/nobrainer-tech-flow
- Path
skills/nobrainer-autoimprove/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261028.b89d7ef, committed Oct 28, 2026
- First version recorded
- Aug 27, 2026
- Size
- 11,716 bytes
- Repository stars
- 6
- License
- MIT
Use when a skill or prompt needs to improve and a measurable, bounded baseline-variant-evaluation loop should replace one subjective rewrite. Aliases: nb-autoimprove, deep-autoresearch, code-autoresearch, nobrainer-capture-lesson, nobrainer-continuous-improvement.
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
# NoBrainer Autoimprove Improve one artifact only when a frozen evaluation proves a candidate better. This independent adaptation applies Andrej Karpathy's [autoresearch](https://github.com/karpathy/autoresearch) measure-change-keep loop to skills, prompts, instructions and other reviewable artifacts; it is not an official Karpathy project. ## Route the smallest fix Fix an obvious typo, dead link or deterministic defect directly and cover it with the normal test. Do not start an experiment when the objective cannot be measured, target/evaluator isolation is impossible, or the change needs an unapproved production, credential, publishing, safety or irreversible action. Treat owner correction as evidence, not permission for a global rewrite: - task-local clarification stays in the task; - a repeatable behavior gap becomes a regression scenario; - a verified durable fact or preference follows `LEARNING_WRITE_POLICY`: `AUTO_SCOPED` writes one minimal sourced rule to one canonical store, `ASK` prepares one exact diff, and `OFF` keeps it task-local: do not create a durable diff in `AGENTS.md`, `tasks/lessons.md` or a wiki. …
Read the whole file at its exact version.
How to install
mdr add nobrainer-tech/nobrainer-tech-flow/nobrainer-autoimprove@sha256:17b2a6422f746186The line at the top of this page pins the label git:20261028.b89d7ef, 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_iqrmc3bqrsfufmz7)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Aug 27, 2026 and Oct 28, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261028.b89d7ef latest | 2026-10-28 | b89d7ef | 11,716 B | A | view · diff |
| git:20260926.ce1bc20 | 2026-09-26 | ce1bc20 | 11,725 B | A | view · diff |
| git:20260914.71424da | 2026-09-14 | 71424da | 11,721 B | A | view · diff |
| git:20260901.fcc0cfe | 2026-09-01 | fcc0cfe | 11,387 B | A | view · diff |
| git:20260830.7b9ba62 | 2026-08-30 | 7b9ba62 | 9,509 B | A | view · diff |
| git:20260829.0613d3f | 2026-08-29 | 0613d3f | 9,501 B | A | view · diff |
| git:20260828.711be31 | 2026-08-28 | 711be31 | 8,846 B | A | view · diff |
| git:20260827.955de2a | 2026-08-27 | 955de2a | 7,474 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 (11716 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
nobrainer-tech/nobrainer-tech-flow · 6 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_iqrmc3bqrsfufmz7 GET https://markdownregistry.com/api/v1/resolve?ref=nobrainer-tech/nobrainer-tech-flow/nobrainer-autoimprove GET https://markdownregistry.com/api/v1/blob/17b2a6422f746186864820dfde2d5b9a7070498c4fd8e64e8a6225a92c350127
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.