Home / habitat-thinking / ai-literacy-superpowers · ai-literacy-superpowers/skills/governance-audit-practice/SKILL.md · GitHub

governance-audit-practice skillA

governance-audit-practice is agent-read markdown (skill) from habitat-thinking/ai-literacy-superpowers: Use when conducting a governance audit — detecting semantic drift in governance constraints, inventorying governance debt, checking three-frame alignment, or when the governance-auditor agent needs methodology for deep investigation..

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.

What the file says

# Governance Audit Practice

The methodology for conducting governance audits. This skill guides
the governance-auditor agent through semantic drift detection, debt
inventory, and frame alignment review. It is also used by the
`/governance-audit` command.

A governance audit answers one question: **does the meaning encoded
in your governance constraints still correspond to the reality they
are meant to govern?**

## When to Audit

- **Quarterly**: as part of the operating cadence (alongside `/assess`
  and `/harness-audit`)
- **After significant change**: when the technology, process, or
  regulatory environment that governance constraints reference has
  changed substantially
- **On suspicion**: when a team member notices that governance
  language no longer matches what the team actually does

## Audit Process

### 1. Identify Governance Constraints

Scan HARNESS.md for constraints that encode governance requirements.
A constraint is governance-related if it:

- References a regulation, policy, standard, or compliance requirement
- Uses governance language (fairness, transparency, oversight,
  accountability, compliance, safety, responsible, ethical)
…

Read the whole file at its exact version.

How to install

Latest version
mdr add habitat-thinking/ai-literacy-superpowers/governance-audit-practice@git:20260413.39a7625
Exact content
mdr add habitat-thinking/ai-literacy-superpowers/governance-audit-practice@sha256:db913b567b43d2c0

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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Versions

versioncommittedcommitsizeaudit
git:20260413.39a7625 latest2026-04-13 39a7625 5,819 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 (5819 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

habitat-thinking/ai-literacy-superpowers · 106 stars · license NOASSERTION · pushed 2026-09-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_d43rgwtx4x5c4tb6
GET https://markdownregistry.com/api/v1/resolve?ref=habitat-thinking/ai-literacy-superpowers/governance-audit-practice
GET https://markdownregistry.com/api/v1/blob/db913b567b43d2c0e4ab2f782f89b22663f5c677dd508b600684b1a22188fa49

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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