Laporan audit skill

scientific-problem-selection Laporan audit.

This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include "I have an idea for a project", "I'm stuck on my research", "help me evaluate this project", "what should I work on", or "I need strategic advice about my research".

Ditinjau · TinjauPerlu ditinjauDihasilkan 13 Okt 2026Audit metadata heuristik
88
Audit
85
Kepercayaan
86
Kualitas
83
Keamanan
100
Maintain
92
Pasang

Trust Score OpenAgentSkill

85
Shortlist kuat

Trust Score OpenAgentSkill

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

Adopsi GitHub

Lulus

100

26K star GitHub

Aktivitas star/fork

Lulus

97

26K star dan 3.0K fork; aktivitas issue tidak tersedia dalam metadata saat ini

Pemeliharaan terbaru

Lulus

100

17 hari sejak push

Kejelasan lisensi

Lulus

86

Apache-2.0

Kelengkapan README/SKILL.md

Info

76

Metadata publik memerlukan konteks README/SKILL.md yang lebih kuat

Risiko dependensi/runtime

Lulus

90

Tidak ada petunjuk risiko dependensi besar dalam metadata publik

Ketersediaan pemasangan

Lulus

92

npx skills add anthropics/knowledge-work-plugins --skill scientific-problem-selection

Keamanan perintah pemasangan

Lulus

92

Jalur pemasangan paket atau runtime standar

Cakupan izin

Lulus

86

Akses sistem file atau dokumen

Bukti repositori

Lulus

86

https://github.com/anthropics/knowledge-work-plugins/tree/main/bio-research/skills/scientific-problem-selection

Status peninjauan

Peringatan

48.86

Persetujuan tinjauan AI belum ada

Hasil terbukti Agent

Info

54

Belum ada data hasil Agent

Pemeriksaan

Tinjauan pemasangan dan adopsi

10 Lulus · 7 Perlu ditinjau

Jalur pemasangan

92

Lulus

npx skills add anthropics/knowledge-work-plugins --skill scientific-problem-selection

Repositori

88

Lulus

https://github.com/anthropics/knowledge-work-plugins/tree/main/bio-research/skills/scientific-problem-selection

Lisensi

86

Lulus

Apache-2.0

Pemeliharaan

100

Lulus

17 hari sejak push

Tinjauan AI

55

Periksa

Review approval is missing

Kelengkapan README/SKILL.md

84

Lulus

Usable description available

Risiko dependensi

90

Lulus

Tidak ada petunjuk risiko dependensi besar dalam metadata publik

Keamanan perintah pemasangan

92

Lulus

Jalur pemasangan paket atau runtime standar

Cakupan izin

86

Lulus

Akses sistem file atau dokumen

Aktivitas star/fork

97

Lulus

26K star dan 3.0K fork; aktivitas issue tidak tersedia dalam metadata saat ini

Adopsi

88

Lulus

26K star GitHub

Financial decision safety

58

Periksa

Research-only use: do not treat output as financial advice or execute a position without human approval.

Peringatan

  • Financial research output is not financial advice; require human review before any live investment decision
  • Persetujuan tinjauan AI belum ada
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • 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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