anonymousnomad/aide-sovereign-workbench · skills/packs/aide-cipher-house-model/SKILL.md

aide-cipher-house-model skillA

aide-cipher-house-model is agent-read markdown (skill) from anonymousnomad/aide-sovereign-workbench: Project Cipher — AIDE's self-improving in-house model system. Complete lifecycle: base model selection → fine-tune → GGUF conversion → serve via llama.cpp → capture trajectories → sleep-time retrain → battery gate → promote. Research-grounded on CLaaS (continual online LoRA), MERA (execution-trace adaptation), SIA (harness+weight co-evolution), SLIFT (selective feedback learning), and the GGUF conversion pipeline. Use when implementing ANY part of the house model lifecycle..

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-cipher-house-model@git:20260826.8da8b03
Exact content
mdr add anonymousnomad/aide-sovereign-workbench/aide-cipher-house-model@sha256:ab42809df4b35a79

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_aiaqt2b62w6hjzrr.svg)](https://markdownregistry.com/a/art_aiaqt2b62w6hjzrr)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260826.8da8b03 latest2026-08-26 8da8b03 7,307 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 (7307 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_aiaqt2b62w6hjzrr
GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-cipher-house-model
GET https://markdownregistry.com/api/v1/blob/ab42809df4b35a7900c0ed1c2e55299f02df792b581982e5c08a2c127db252c3

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