bankrbot/skills · aeon-autoresearch/SKILL.md

aeon-autoresearch skillA

aeon-autoresearch is agent-read markdown (skill) from bankrbot/skills: Evolve any installed skill by generating four variations along separate theses (better inputs / sharper output / more robust / rethink), scoring them on a weighted rubric, and applying the winner. Never downgrades a working skill — aborts cleanly if no variation improves the original. Use when an installed skill is producing low-signal output, hitting deprecated APIs, or feels stale. Triggers: "improve this skill", "evolve $skill", "auto-research my X", "regenerate variations"..

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 bankrbot/skills/aeon-autoresearch@git:20260512.a4ba040
Exact content
mdr add bankrbot/skills/aeon-autoresearch@sha256:b3003d23529454d0

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_qh5eaibevztoh2iw.svg)](https://markdownregistry.com/a/art_qh5eaibevztoh2iw)

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Versions

versioncommittedcommitsizeaudit
git:20260512.a4ba040 latest2026-05-12 a4ba040 2,433 BA view · diff
git:20260512.23319232026-05-12 2331923 5,343 BA view · diff
git:20260512.9addfe32026-05-12 9addfe3 4,173 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 (2433 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

bankrbot/skills · 1,198 stars · license none · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qh5eaibevztoh2iw
GET https://markdownregistry.com/api/v1/resolve?ref=bankrbot/skills/aeon-autoresearch
GET https://markdownregistry.com/api/v1/blob/b3003d23529454d047887c53bf8d5c8eb65937ffb805f67fbc2bc89eec19ae08

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