Laporan audit skill
detect-hallucinations Laporan audit.
Use this to detect when an LLM is making things up, so you can flag or block confident-but-wrong answers before users see them. Trigger on "detect hallucinations", "is the model making this up", "flag unreliable answers", "hallucination check", "confidence scoring for LLM output", or hardening a RAG/QA system. Pick a method that matches whether you have reference context or not.
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
33 star GitHub
Aktivitas star/fork
Peringatan48
33 star dan 18 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Pemeliharaan terbaru
Lulus88
1 bulan sejak push
Kejelasan lisensi
Lulus86
CC0-1.0
Kelengkapan README/SKILL.md
Info76
Metadata publik memerlukan konteks README/SKILL.md yang lebih kuat
Risiko dependensi/runtime
Info72
Akses kredensial atau variabel lingkungan
Ketersediaan pemasangan
Lulus92
npx skills add ContextJet-ai/awesome-llm-observability --skill detect-hallucinations
Keamanan perintah pemasangan
Lulus92
Jalur pemasangan paket atau runtime standar
Cakupan izin
Info74
secrets or environment access
Bukti repositori
Lulus86
https://github.com/ContextJet-ai/awesome-llm-observability/tree/main/skills/detect-hallucinations
Status peninjauan
Peringatan46
Persetujuan tinjauan AI belum ada
Hasil terbukti Agent
Info54
Belum ada data hasil Agent
Pemeriksaan
Tinjauan pemasangan dan adopsi
Jalur pemasangan
92
npx skills add ContextJet-ai/awesome-llm-observability --skill detect-hallucinations
Repositori
88
https://github.com/ContextJet-ai/awesome-llm-observability/tree/main/skills/detect-hallucinations
Lisensi
86
CC0-1.0
Pemeliharaan
88
1 bulan sejak push
Tinjauan AI
55
Review approval is missing
Kelengkapan README/SKILL.md
84
Usable description available
Risiko dependensi
72
Akses kredensial atau variabel lingkungan
Keamanan perintah pemasangan
92
Jalur pemasangan paket atau runtime standar
Cakupan izin
74
secrets or environment access
Aktivitas star/fork
48
33 star dan 18 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Adopsi
42
33 star GitHub
Peringatan
- Low GitHub adoption signal
- Persetujuan tinjauan AI belum ada
- Quality score needs review
- GitHub adoption: 33 GitHub stars
- Stars/forks activity: 33 stars, 18 forks; issue activity unavailable in current metadata
- Review status: AI review approval is missing
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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