Laporan audit skill

ai-research-explore Laporan audit.

Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates. Use when the researcher has chosen the task family, dataset, benchmark, evaluation method, provided SOTA references, and wants candidate-only exploration on top of `current_research` with auditable repo understanding, idea gating, fair comparison, and governed experiments written to `explore_outputs/`. Do not use for README-first trusted reproduction, open-ended direction finding, narrow code-only or run-only exploration, passive repo analysis, verified novelty claims, or implicit experimentation.

Eksperimental · TinjauPerlu ditinjauDihasilkan 14 Okt 2026Audit metadata heuristik

Audit

Kepercayaan

Kualitas

Keamanan

Maintain

Pasang

Trust Score OpenAgentSkill

Tinjauan manual

Trust Score OpenAgentSkill

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

Adopsi GitHub

Info

484 star GitHub

Aktivitas star/fork

Peringatan

484 star dan 16 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Pemeliharaan terbaru

Lulus

1 bulan sejak push

Kejelasan lisensi

Lulus

MIT

Kelengkapan README/SKILL.md

Lulus

Metadata memuat konteks penggunaan dan alur kerja yang cukup

Risiko dependensi/runtime

Lulus

Tidak ada petunjuk risiko dependensi besar dalam metadata publik

Ketersediaan pemasangan

Lulus

npx skills add lllllllama/RigorPilot-Skills --skill ai-research-explore

Keamanan perintah pemasangan

Lulus

Jalur pemasangan paket atau runtime standar

Cakupan izin

Peringatan

shell or command execution, filesystem or document access

Bukti repositori

Lulus

https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/ai-research-explore

Status peninjauan

Info

Data tinjauan AI tersedia

Hasil terbukti Agent

Info

Belum ada data hasil Agent

Pemeriksaan

Tinjauan pemasangan dan adopsi

7 Lulus · 11 Perlu ditinjau

Jalur pemasangan

Lulus

npx skills add lllllllama/RigorPilot-Skills --skill ai-research-explore

Repositori

Lulus

https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/ai-research-explore

Lisensi

Lulus

MIT

Pemeliharaan

Lulus

1 bulan sejak push

Tinjauan AI

Periksa

SKILL.md references shared references under ../ai-research-reproduction/ which are not included in this submitted skill directory; if those files are not bundled or guaranteed present, the skill may not be fully operational.

Kelengkapan README/SKILL.md

Lulus

Usable description available

Risiko dependensi

Lulus

Tidak ada petunjuk risiko dependensi besar dalam metadata publik

Keamanan perintah pemasangan

Lulus

Jalur pemasangan paket atau runtime standar

Cakupan izin

Perbaiki

shell or command execution, filesystem or document access

Aktivitas star/fork

Perbaiki

484 star dan 16 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Adopsi

Info

484 star GitHub

Peringatan

Permission surface may require sandboxing
SKILL.md references shared references under ../ai-research-reproduction/ which are not included in this submitted skill directory; if those files are not bundled or guaranteed present, the skill may not be fully operational.
The skill delegates to other skills such as explore-code, explore-run, run-train, and analyze-project but does not clarify whether they are bundled, optional, or must be installed separately.
No explicit setup or environment requirements are documented, such as where the isolated worktree should be created or what permissions are needed for executing runs and network lookups.
Quality score needs review
Permission surface needs review: shell or command execution, filesystem or document access
Stars/forks activity: 484 stars, 16 forks; issue activity unavailable in current metadata
Permission surface: shell or command execution, filesystem or document 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.

Jalur pemasangan

Tinjau laporan sebelum memasang pada Agent produksi.

Tinjau sumber

Metadata yang dapat dibaca Agent

Paket keputusan mesin

JSON tersemat menyediakan tugas dan Agent yang sesuai, perintah pemasangan, skor kepercayaan, gerbang keamanan, alternatif, serta kondisi jangan gunakan untuk ditinjau Agent.

Kebijakan pemasangan: Tinjau
Agent terbaik: Codex + Claude Code
Alternatif: 3

Buka JSON Agent

Sinyal

Skor audit: 76/100
Quality: 70/100
Trust: 69/100
Install safety: 92/100
Cakupan izin: 50/100
Pemeliharaan: 1 bulan sejak push
Event: 8 event
Star GitHub: 484
Push terakhir: 6 Sep 2026

Keamanan Agent v2

44/100 · Hindari pemasangan otomatis

EksperimentalTinjau

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

The tracked source changed or could not be synchronized. Review the current source before installing.

The tracked source changed or could not be synchronized. Review the current source before installing.
Petunjuk izin berisiko tinggi: eksekusi shell atau perintah
skor keamanan Agent 44/100

Eksekusi shell atau perintah

Tinggi

Metadata skill merujuk terminal, CLI, shell, subprocess, atau alur kerja eksekusi perintah.

Akses jaringan

Sedang

Skill kemungkinan mengambil halaman jarak jauh, API, repositori, atau layanan eksternal.

Akses sistem file

Sedang

Skill dapat membaca atau menulis file proyek, dokumen, artefak yang dihasilkan, atau status workspace lokal.

Akses database

Sedang

Skill dapat memeriksa skema, mengkueri database, atau bekerja dengan penyimpanan persisten.

Petunjuk izin berisiko tinggi: eksekusi shell atau perintah
Permission surface may require sandboxing
The tracked source changed or could not be synchronized. Review the current source before installing.

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