anonymousnomad/aide-sovereign-workbench · skills/packs/aide-fine-tune-lane-wire-in/SKILL.md

aide-fine-tune-lane-wire-in skillB

aide-fine-tune-lane-wire-in is agent-read markdown (skill) from anonymousnomad/aide-sovereign-workbench: Wire the AIDE fine-tune lane end-to-end so the closed-loop's verifier-stamped failure signals become a trained, gated, served LoRA adapter. Covers the verified machine reality (GTX 1060 6GB Pascal FP32-only, no CUDA torch on the box, broken venv trap, no convert_lora_to_gguf.py on disk, GGUF-only base), the signal->pairs->train->adapter->gate chain, the exact venv rebuild, the QLoRA-on-e-4b recipe with Pascal-correct compute dtype, the battery gate (composite >= +0.02, no category regress > 0.1).

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-fine-tune-lane-wire-in@git:20260908.e9ac98d
Exact content
mdr add anonymousnomad/aide-sovereign-workbench/aide-fine-tune-lane-wire-in@sha256:b1b9e095d548fc6e

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_hzmw66bwx6jsysmv.svg)](https://markdownregistry.com/a/art_hzmw66bwx6jsysmv)

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Versions

versioncommittedcommitsizeaudit
git:20260908.e9ac98d latest2026-09-08 e9ac98d 22,687 BB view · diff
git:20260908.71bea9c2026-09-08 71bea9c 18,908 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: No link to a raw IP address (matched: http://127.0.0.1:8091)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (22687 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 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_hzmw66bwx6jsysmv
GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-fine-tune-lane-wire-in
GET https://markdownregistry.com/api/v1/blob/b1b9e095d548fc6e5c71af0c7b34ee4346eafcc41f94aea7bf3aee3652c37ed1