governance-observability SKILL.md skillA
governance-observability from habitat-thinking/ai-literacy-superpowers is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add habitat-thinking/ai-literacy-superpowers/governance-observability@git:20260415.bf5f44fPins git:20260415.bf5f44f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- habitat-thinking/ai-literacy-superpowers
- Path
ai-literacy-superpowers/skills/governance-observability/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260415.bf5f44f, committed Apr 15, 2026
- First version recorded
- Apr 13, 2026
- Size
- 3,756 bytes
- Repository stars
- 121
- License
- a license file GitHub does not identify
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file 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@sha256:a33de0f9c331a57dThe line at the top of this page pins the label git:20260415.bf5f44f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_nf5rt5a73wq7gyav)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Apr 13, 2026 and Apr 15, 2026, more than one a day.
| 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 · 121 stars · license a license file GitHub does not identify · pushed 2026-10-19 · 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 AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.