Skill audit report

cf-aeo-check Audit report.

Post-publication AI-visibility check — re-probes target queries via web search, records whether the published piece is cited in Google AI Overviews, audits on-page extractability (definition block, dates, schema, structures) via web fetch, and appends every check to per-brand history so deltas are tracked over time. Triggers on \"/contentforge:cf-aeo-check\", \"is our article cited in AI Overviews\", \"did we earn AI citations\", \"check AEO for this URL\", \"why is a competitor cited instead of us\". Measures Google-observable signals only (no ChatGPT/Perplexity probing unless an AEO-tracking connector is present, and then labeled); closes the loop /contentforge:cf-brief opens and routes absent verdicts to /contentforge:content-refresh with evidence. Reports and records — it does not edit or republish the page.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 6, 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

WARN

28 GitHub stars

Stars/forks activity

WARN

28 stars, 5 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

3mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

credential or environment access, network or browser surface

Install availability

PASS

npx skills add indranilbanerjee/contentforge --skill cf-aeo-check

Install command safety

PASS

standard package or runtime install path

Permission surface

WARN

secrets or environment access, network or browser access

Repository evidence

PASS

https://github.com/indranilbanerjee/contentforge/tree/master/skills/cf-aeo-check

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 14 Needs review

Install path

PASS

npx skills add indranilbanerjee/contentforge --skill cf-aeo-check

Repository

PASS

https://github.com/indranilbanerjee/contentforge/tree/master/skills/cf-aeo-check

License

PASS

MIT

Maintenance

PASS

3mo since push

AI review

CHECK

Assumes existence of other ContentForge skills (cf-brief, content-refresh, etc.) and a tracking backend; may not be fully functional standalone.

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

CHECK

credential or environment access, network or browser surface

Install command safety

PASS

standard package or runtime install path

Permission surface

FIX

secrets or environment access, network or browser access

Stars/forks activity

FIX

28 stars, 5 forks; issue activity unavailable in current metadata

Adoption

CHECK

28 GitHub stars

Warnings

Permission surface may require sandboxing
Assumes existence of other ContentForge skills (cf-brief, content-refresh, etc.) and a tracking backend; may not be fully functional standalone.
Relies on web search and fetch tools that must be available in the agent environment.
Low GitHub adoption signal
Quality score needs review
Permission surface needs review: secrets or environment access, network or browser access
GitHub adoption: 28 GitHub stars
Stars/forks activity: 28 stars, 5 forks; issue activity unavailable in current metadata
Permission surface: secrets or environment access, network or browser 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 indranilbanerjee/contentforge --skill cf-aeo-check

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: 71/100
Quality: 58/100
Trust: 65/100
Install safety: 92/100
Permission surface: 48/100
Maintenance: 3mo since push
Events: 17 events
GitHub stars: 28
Last push: Aug 17, 2026

Agent safety v2

43/100 · 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: Secrets or environment access
43/100 agent safety score

Network access

medium

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

Secrets or environment access

high

Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.

Database access

medium

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

High-risk permission hints: Secrets or environment access
Permission surface may require sandboxing

Back to skill Alternatives Audit badge SVG

Compare nearby options

Related skills to audit next

Wazuh

Wazuh - The Open Source Security Platform. Unified XDR and SIEM protection for endpoints and cloud workloads.

16K Stars · Audit report

Maigret

🕵️‍♂️ Collect a dossier on a person by username from 3000+ sites

33K Stars · Audit report

Nuclei

Nuclei is a fast, customizable vulnerability scanner powered by the global security community and built on a simple YAML-based DSL, enabling collaboration to tackle trending vulnerabilities on the internet. It helps you find vulnerabilities in your applications, APIs, networks, DNS, and cloud configurations.

29K Stars · Audit report