Skill audit report

ontology-bootstrap Audit report.

Assemble a reviewable first version of an analytics agent's context from what a data stack already has: a warehouse schema export, a dbt project, docs, dashboards, query logs. Produces a Cassis ontology tree (domain READMEs, table and metric YAML, joins) with the evidence behind every claim attached and unresolved meaning filed as questions. Scripts do everything the inputs determine; the user decides at four checkpoints. Runs fully offline: no account, no key, no network. Optional dbt write-back merges descriptions into the project's own schema.yml files without overwriting anything already there. Use when asked to "bootstrap an ontology", "build context for an analytics agent", "document the warehouse for AI", "turn our dbt project into an ontology", or "make our data agent-ready".

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 10, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Manual review

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

FAIL

3 GitHub stars

Stars/forks activity

FAIL

3 stars, 0 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

2mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

command execution surface, external package install surface

Install availability

PASS

npx skills add GetCassis/ontology-bootstrap --skill ontology-bootstrap

Install command safety

PASS

standard package or runtime install path

Permission surface

FAIL

shell or command execution, filesystem or document access

Repository evidence

PASS

https://github.com/GetCassis/ontology-bootstrap/blob/main/SKILL.md

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 15 Needs review

Install path

PASS

npx skills add GetCassis/ontology-bootstrap --skill ontology-bootstrap

Repository

PASS

https://github.com/GetCassis/ontology-bootstrap/blob/main/SKILL.md

License

PASS

MIT

Maintenance

PASS

2mo since push

AI review

CHECK

The SKILL.md references CLAUDE.md and README.md as essential operating documents, but these are not included in the excerpt. While they are part of the repository, the skill's completeness depends on them being present and accurate.

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

FIX

command execution surface, external package install surface

Install command safety

PASS

standard package or runtime install path

Permission surface

FIX

shell or command execution, filesystem or document access

Stars/forks activity

FIX

3 stars, 0 forks; issue activity unavailable in current metadata

Adoption

CHECK

3 GitHub stars

Warnings

Dependency or permission surface needs review
Permission surface may require sandboxing
The SKILL.md references CLAUDE.md and README.md as essential operating documents, but these are not included in the excerpt. While they are part of the repository, the skill's completeness depends on them being present and accurate.
Low GitHub adoption signal
Quality score needs review
Permission surface needs review: shell or command execution, filesystem or document access
GitHub adoption: 3 GitHub stars
Stars/forks activity: 3 stars, 0 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, external package install surface
Permission surface: shell or command execution, filesystem or document access

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

Install path

Review the report before installing into production agents.

$ npx skills add GetCassis/ontology-bootstrap --skill ontology-bootstrap

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 69/100
Quality: 56/100
Trust: 63/100
Install safety: 92/100
Permission surface: 36/100
Maintenance: 2mo since push
Events: 24 events
GitHub stars: 3
Last push: Sep 1, 2026

Agent safety v2

37/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

High-risk permission hints: Shell or command execution
37/100 agent safety score

Shell or command execution

high

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

High-risk permission hints: Shell or command execution
Dependency or permission surface needs review

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