Laporan audit skill

hypothesis-generation Laporan audit.

Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.

Eksperimental · TinjauPerlu ditinjauDihasilkan 13 Okt 2026Audit metadata heuristik
83
Audit
81
Kepercayaan
79
Kualitas
84
Keamanan
88
Maintain
92
Pasang

Trust Score OpenAgentSkill

81
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

86

3.6K star GitHub

Aktivitas star/fork

Lulus

83

3.6K star dan 467 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Pemeliharaan terbaru

Lulus

88

1 bulan sejak push

Kejelasan lisensi

Lulus

86

MIT license

Kelengkapan README/SKILL.md

Lulus

86

Metadata memuat konteks penggunaan dan alur kerja yang cukup

Risiko dependensi/runtime

Info

72

Cakupan eksekusi perintah

Ketersediaan pemasangan

Lulus

92

npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill hypothesis-generation

Keamanan perintah pemasangan

Lulus

92

Jalur pemasangan paket atau runtime standar

Cakupan izin

Info

62

shell or command execution, filesystem or document access

Bukti repositori

Lulus

86

https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/03-K-Dense-AI-claude-scientific-skills/hypothesis-generation

Status peninjauan

Lulus

88

Data tinjauan AI tersedia

Hasil terbukti Agent

Info

54

Belum ada data hasil Agent

Pemeriksaan

Tinjauan pemasangan dan adopsi

9 Lulus · 6 Perlu ditinjau

Jalur pemasangan

92

Lulus

npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill hypothesis-generation

Repositori

88

Lulus

https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/03-K-Dense-AI-claude-scientific-skills/hypothesis-generation

Lisensi

86

Lulus

MIT license

Pemeliharaan

88

Lulus

1 bulan sejak push

Tinjauan AI

88

Lulus

Approved with no listed issues

Kelengkapan README/SKILL.md

86

Lulus

Usable description available

Risiko dependensi

72

Periksa

Cakupan eksekusi perintah

Keamanan perintah pemasangan

92

Lulus

Jalur pemasangan paket atau runtime standar

Cakupan izin

62

Periksa

shell or command execution, filesystem or document access

Aktivitas star/fork

83

Lulus

3.6K star dan 467 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Adopsi

88

Lulus

3.6K 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
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review

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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