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

aide-cipher skillA

aide-cipher is agent-read markdown (skill) from anonymousnomad/aide-sovereign-workbench: Project Cipher — AIDE's living in-house model that learns from use, adapts to its operator, remembers across sessions, and improves continuously through sleep-time training. Named for what it does: decodes your intent into shipped software. Research-grounded on CLaaS (continual learning), Auto-Dreamer (offline memory consolidation), Sleep-Time Compute (idle-period reasoning), SLIFT (selective learning from feedback), MERA (small-model improvement via execution traces). Use when designing/impleme.

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@git:20260826.8da8b03
Exact content
mdr add anonymousnomad/aide-sovereign-workbench/aide-cipher@sha256:5272644f76dd2293

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_wxec363xctgzrb6h.svg)](https://markdownregistry.com/a/art_wxec363xctgzrb6h)

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Versions

versioncommittedcommitsizeaudit
git:20260826.8da8b03 latest2026-08-26 8da8b03 7,802 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 (7802 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_wxec363xctgzrb6h
GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-cipher
GET https://markdownregistry.com/api/v1/blob/5272644f76dd22933e1850aa2404fdf44ddee72433b165e6b5b14eead3e57312

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