yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/optimization-loop/SKILL.md

optimization-loop skillA

optimization-loop is agent-read markdown (skill) from yogsoth-ai/de-anthropocentric-research-engine: The optimizer brain for the ladder-foundry pretraining loop. Runs the two-level nested batch loop, delegates gating to gate_eval, attributes a failing batch to one weight (attribute-first), and recovers from disk after compaction. Control flow is fully scripted; only the backprop attribution is a judgment call..

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 yogsoth-ai/de-anthropocentric-research-engine/optimization-loop@git:20260916.f5399c9
Exact content
mdr add yogsoth-ai/de-anthropocentric-research-engine/optimization-loop@sha256:21fb0457d44bb5d8

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_kqdwpcimvnnpsz6z.svg)](https://markdownregistry.com/a/art_kqdwpcimvnnpsz6z)

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Versions

versioncommittedcommitsizeaudit
git:20260916.f5399c9 latest2026-09-16 f5399c9 8,825 BA view · diff
git:20260630.e7bc2132026-06-30 e7bc213 8,798 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 (8825 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

yogsoth-ai/de-anthropocentric-research-engine · 479 stars · license Apache-2.0 · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_kqdwpcimvnnpsz6z
GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/optimization-loop
GET https://markdownregistry.com/api/v1/blob/21fb0457d44bb5d8527433c4eb5fa3b119411b9c444ef9e0e3183243ff3568c0