Laporan audit skill
cf-aeo-check Laporan audit.
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.
Trust Score OpenAgentSkill
Trust Score OpenAgentSkill
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
Adopsi GitHub
Peringatan48
28 star GitHub
Aktivitas star/fork
Peringatan43
28 star dan 5 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Pemeliharaan terbaru
Lulus88
2 bulan sejak push
Kejelasan lisensi
Lulus86
MIT
Kelengkapan README/SKILL.md
Lulus86
Metadata memuat konteks penggunaan dan alur kerja yang cukup
Risiko dependensi/runtime
Info64
credential or environment access, network or browser surface
Ketersediaan pemasangan
Lulus92
npx skills add indranilbanerjee/contentforge --skill cf-aeo-check
Keamanan perintah pemasangan
Lulus92
Jalur pemasangan paket atau runtime standar
Cakupan izin
Peringatan48
secrets or environment access, network or browser access
Bukti repositori
Lulus86
https://github.com/indranilbanerjee/contentforge/tree/master/skills/cf-aeo-check
Status peninjauan
Info66
Data tinjauan AI tersedia
Hasil terbukti Agent
Info54
Belum ada data hasil Agent
Pemeriksaan
Tinjauan pemasangan dan adopsi
Jalur pemasangan
92
npx skills add indranilbanerjee/contentforge --skill cf-aeo-check
Repositori
88
https://github.com/indranilbanerjee/contentforge/tree/master/skills/cf-aeo-check
Lisensi
86
MIT
Pemeliharaan
88
2 bulan sejak push
Tinjauan AI
55
Assumes existence of other ContentForge skills (cf-brief, content-refresh, etc.) and a tracking backend; may not be fully functional standalone.
Kelengkapan README/SKILL.md
86
Usable description available
Risiko dependensi
64
credential or environment access, network or browser surface
Keamanan perintah pemasangan
92
Jalur pemasangan paket atau runtime standar
Cakupan izin
48
secrets or environment access, network or browser access
Aktivitas star/fork
43
28 star dan 5 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Adopsi
42
28 star GitHub
Peringatan
- 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
Metode
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.
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