broomva/skills · skills/models/heretic-abliteration/SKILL.md

heretic-abliteration skillA

heretic-abliteration is agent-read markdown (skill) from broomva/skills: Heretic — fully automatic LLM censorship removal (abliteration) and serving the result via Ollama. Wraps p-e-w/heretic: directional ablation (difference-of-means refusal directions, orthogonalizing attn.o_proj + mlp.down_proj) with an Optuna/TPE search that co-minimizes refusal count and KL divergence. Automates the full local workflow with the dependency + device fixes that make it actually run: clean-venv install (+ kernels/jinja2 fixes), device-correct run (CPU on Apple Silicon — MPS is block.

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 broomva/skills/heretic-abliteration@git:20260628.9edbf07
Exact content
mdr add broomva/skills/heretic-abliteration@sha256:09082f2368dee84c

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

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[![mdr](https://markdownregistry.com/badge/art_hcvihdv6df6hld4p.svg)](https://markdownregistry.com/a/art_hcvihdv6df6hld4p)

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Versions

versioncommittedcommitsizeaudit
git:20260628.9edbf07 latest2026-06-28 9edbf07 9,916 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 (9916 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

broomva/skills · 4 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hcvihdv6df6hld4p
GET https://markdownregistry.com/api/v1/resolve?ref=broomva/skills/heretic-abliteration
GET https://markdownregistry.com/api/v1/blob/09082f2368dee84cae372d3638da50379cb573ae4bdb4bb5932e294e0c371112

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