Laporan audit skill

draft-survey Laporan audit.

Turns a topic into a ranked reading list of the best papers plus a two-column, arXiv-ready literature-review/survey draft grounded in verified citations. Use when a researcher says "write a survey on X", "do a literature review of X", "give me a ranked reading list on X", "what should I read on X first", "draft a survey paper for arXiv", or "two-column related-work survey on X". Searches across DBLP/Crossref/Semantic Scholar/arXiv, ranks candidates by citation impact, venue strength, recency, and citation-graph centrality, clusters them into a taxonomy, verifies every reference, and writes an original-prose survey (intro, taxonomy, per-theme synthesis, open problems) where each claim cites a real, resolved paper. Never fabricates citations, never copies source text — original synthesis only; the author stays the author. Trigger words - survey, literature review, reading list, ranked papers, what to read, arxiv survey, two-column review.

Eksperimental · TinjauPerlu ditinjauDihasilkan 13 Okt 2026Audit metadata heuristik
70
Audit
68
Kepercayaan
57
Kualitas
78
Keamanan
76
Maintain
92
Pasang

Trust Score OpenAgentSkill

68
Tinjauan manual

Trust Score OpenAgentSkill

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

Adopsi GitHub

Peringatan

48

41 star GitHub

Aktivitas star/fork

Peringatan

48

41 star dan 18 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Pemeliharaan terbaru

Info

76

4 bulan sejak push

Kejelasan lisensi

Lulus

86

Apache-2.0

Kelengkapan README/SKILL.md

Lulus

86

Metadata memuat konteks penggunaan dan alur kerja yang cukup

Risiko dependensi/runtime

Lulus

82

network or browser surface

Ketersediaan pemasangan

Lulus

92

npx skills add ShaishavMaisuria/research-paper-lifecycle-skills --skill draft-survey

Keamanan perintah pemasangan

Lulus

92

Jalur pemasangan paket atau runtime standar

Cakupan izin

Info

72

filesystem or document access, network or browser access

Bukti repositori

Lulus

86

https://github.com/ShaishavMaisuria/research-paper-lifecycle-skills/tree/main/skills/draft-survey

Status peninjauan

Info

66

Data tinjauan AI tersedia

Hasil terbukti Agent

Info

54

Belum ada data hasil Agent

Pemeriksaan

Tinjauan pemasangan dan adopsi

6 Lulus · 11 Perlu ditinjau

Jalur pemasangan

92

Lulus

npx skills add ShaishavMaisuria/research-paper-lifecycle-skills --skill draft-survey

Repositori

88

Lulus

https://github.com/ShaishavMaisuria/research-paper-lifecycle-skills/tree/main/skills/draft-survey

Lisensi

86

Lulus

Apache-2.0

Pemeliharaan

76

Periksa

4 bulan sejak push

Tinjauan AI

55

Periksa

No explicit guardrail for prompt injection from fetched paper text, abstracts, or API responses.

Kelengkapan README/SKILL.md

86

Lulus

Usable description available

Risiko dependensi

82

Lulus

network or browser surface

Keamanan perintah pemasangan

92

Lulus

Jalur pemasangan paket atau runtime standar

Cakupan izin

72

Periksa

filesystem or document access, network or browser access

Aktivitas star/fork

48

Perbaiki

41 star dan 18 fork; aktivitas issue tidak tersedia dalam metadata saat ini

Adopsi

42

Periksa

41 star GitHub

Peringatan

  • No explicit guardrail for prompt injection from fetched paper text, abstracts, or API responses.
  • SKILL.md references sibling skills (find-papers, verify-citations, study-exemplars, draft-related-work) but the submitted directory only contains draft-survey; those dependencies may not be present in every deployment.
  • Low GitHub adoption signal
  • Quality score needs review
  • GitHub adoption: 41 GitHub stars
  • Stars/forks activity: 41 stars, 18 forks; issue activity unavailable in current metadata

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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