anonymousnomad/aide-sovereign-workbench · skills/packs/aid-closed-loop-on-by-default/SKILL.md

aid-closed-loop-on-by-default skillA

aid-closed-loop-on-by-default is agent-read markdown (skill) from anonymousnomad/aide-sovereign-workbench: Wire AIDE's self-improvement loop (`scripts/selfimprove.mjs`) into the daemon lifecycle so it runs continuously, not only on manual invocation. Per the 2026 research (Auto-Dreamer, CLaaS, Sleep-Time Compute), the closed-loop that captures trajectories, clusters failures, and emits verifier-stamped signals for the fine-tune lane is the "Iron Man suit" — the model gets better from real use. This skill encodes the exact wire-in: where to hook it in the daemon, what triggers it, what the contract is.

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/aid-closed-loop-on-by-default@git:20260908.e9ac98d
Exact content
mdr add anonymousnomad/aide-sovereign-workbench/aid-closed-loop-on-by-default@sha256:169a386e794a34db

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_ydw6mji3whj674k7.svg)](https://markdownregistry.com/a/art_ydw6mji3whj674k7)

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Versions

versioncommittedcommitsizeaudit
git:20260908.e9ac98d latest2026-09-08 e9ac98d 10,094 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 (10094 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 2026-09-17 · branch covert-production

API

GET https://markdownregistry.com/api/v1/artifacts/art_ydw6mji3whj674k7
GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aid-closed-loop-on-by-default
GET https://markdownregistry.com/api/v1/blob/169a386e794a34db328d2097efb2be1fcb48a4e5d3e118bde0f17e5cc842a4d5

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