governance-audit-practicelisted
Install: claude install-skill Habitat-Thinking/ai-literacy-superpowers
# 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)
- Has a `Governance requirement` field in the extended template
### 2. Score Falsifiability
For each governance constraint, assess falsifiability on a three-point
scale:
| Score | Meaning | Signal |
| --- | --- | --- |
| Falsifiable | Has specific verification criteria, defined evidence, clear failure action | Healthy |
| Pa