anonymousnomad/aide-sovereign-workbench · skills/packs/aide-micro-expert-collective/SKILL.md

aide-micro-expert-collective skillA

aide-micro-expert-collective is agent-read markdown (skill) from anonymousnomad/aide-sovereign-workbench: Design and build AIDE's Micro-Expert Collective — thousands-scale registry of distilled 1K-10K-parameter specialist decision modules (routers, gates, classifiers, checkers) trained from the primary in-house model's recorded behavior, activated by response-threshold allocation over shared reinforcement signals, managed in hot/cold residency tiers with performance-based retention. Use when building, extending, or auditing any micro-expert capability..

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 anonymousnomad/aide-sovereign-workbench/aide-micro-expert-collective@git:20260908.e9ac98d
Exact content
mdr add anonymousnomad/aide-sovereign-workbench/aide-micro-expert-collective@sha256:121732dc50adfe31

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_myck2ratv2cbpdjo.svg)](https://markdownregistry.com/a/art_myck2ratv2cbpdjo)

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Versions

versioncommittedcommitsizeaudit
git:20260908.e9ac98d latest2026-09-08 e9ac98d 12,158 BA view · diff
git:20260901.68eac222026-09-01 68eac22 14,454 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 (12158 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

anonymousnomad/aide-sovereign-workbench · 23 stars · license Apache-2.0 · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_myck2ratv2cbpdjo
GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-micro-expert-collective
GET https://markdownregistry.com/api/v1/blob/121732dc50adfe319f28a9f0d8aef46bc5ff296171d54f7976a4d4b09fba90f2