governance-observability skillA
governance-observability is agent-read markdown (skill) from habitat-thinking/ai-literacy-superpowers: Use when defining governance metrics, reading governance health snapshots, generating the governance dashboard, or understanding the governance data model. Referenced by the governance-auditor agent and the /governance-health command..
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 Observability Defines the metrics, snapshot formats, and dashboard specifications for governance health. This skill is referenced by: - The `governance-auditor` agent when producing audit reports - The `/governance-health` command when displaying results - The `/governance-audit` command when updating snapshots - The portfolio dashboard when aggregating governance data ## Governance Metrics Catalogue | Metric | Type | Description | | --- | --- | --- | | Total constraints | integer | Total governance constraints in HARNESS.md | | Falsifiability ratio | percentage | Proportion of governance constraints scored as "falsifiable" | | Falsifiable | integer | Number of constraints rated "Falsifiable" | | Vague | integer | Number of constraints rated "Vague" | | Semantic drift stage | integer (1-5) | Numeric semantic drift severity from the five-stage model | | Drift velocity | enum (stable/increasing/decreasing) | Direction of drift trend between audits | | Governance debt items | integer | Number of governance debt items identified | | Aggregate debt score | integer | Sum of (severity x blast_radius) across all debt items | …
Read the whole file at its exact version.
How to install
mdr add habitat-thinking/ai-literacy-superpowers/governance-observability@git:20260415.bf5f44fmdr add habitat-thinking/ai-literacy-superpowers/governance-observability@sha256:a33de0f9c331a57dPin 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.
[](https://markdownregistry.com/a/art_nf5rt5a73wq7gyav)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260415.bf5f44f latest | 2026-04-15 | bf5f44f | 3,756 B | A | view · diff |
| git:20260414.fae0f44 | 2026-04-14 | fae0f44 | 4,013 B | A | view · diff |
| git:20260413.39a7625 | 2026-04-13 | 39a7625 | 3,507 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3756 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
habitat-thinking/ai-literacy-superpowers · 106 stars · license NOASSERTION · pushed 2026-09-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nf5rt5a73wq7gyav GET https://markdownregistry.com/api/v1/resolve?ref=habitat-thinking/ai-literacy-superpowers/governance-observability GET https://markdownregistry.com/api/v1/blob/a33de0f9c331a57d4f016121c7ecfd0d3833a9b56109213fce1c8ab027f201bc
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.