Skill-Audit-Bericht
draft-survey Audit-Bericht.
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.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub-Akzeptanz
Warnung48
41 GitHub-Stars
Star-/Fork-Aktivität
Warnung48
41 Stars und 18 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Aktuelle Wartung
Info76
4 Monate seit dem letzten Push
Lizenzklarheit
Bestanden86
Apache-2.0
README/SKILL.md-Vollständigkeit
Bestanden86
Metadaten enthalten ausreichend Nutzungs- und Workflow-Kontext
Abhängigkeits-/Laufzeitrisiko
Bestanden82
network or browser surface
Installationsverfügbarkeit
Bestanden92
npx skills add ShaishavMaisuria/research-paper-lifecycle-skills --skill draft-survey
Sicherheit des Installationsbefehls
Bestanden92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
Info72
filesystem or document access, network or browser access
Repository-Nachweis
Bestanden86
https://github.com/ShaishavMaisuria/research-paper-lifecycle-skills/tree/main/skills/draft-survey
Prüfstatus
Info66
KI-Prüfdaten verfügbar
Agent-validierte Ergebnisse
Info54
Noch keine Agent-Ergebnisdaten
Prüfungen
Installations- und Adoptionsprüfung
Installationspfad
92
npx skills add ShaishavMaisuria/research-paper-lifecycle-skills --skill draft-survey
Repository
88
https://github.com/ShaishavMaisuria/research-paper-lifecycle-skills/tree/main/skills/draft-survey
Lizenz
86
Apache-2.0
Wartung
76
4 Monate seit dem letzten Push
KI-Prüfung
55
No explicit guardrail for prompt injection from fetched paper text, abstracts, or API responses.
README/SKILL.md-Vollständigkeit
86
Usable description available
Abhängigkeitsrisiko
82
network or browser surface
Sicherheit des Installationsbefehls
92
Standard-Paket- oder Laufzeit-Installationspfad
Berechtigungsumfang
72
filesystem or document access, network or browser access
Star-/Fork-Aktivität
48
41 Stars und 18 Forks; Issue-Aktivität ist in den aktuellen Metadaten nicht verfügbar
Akzeptanz
42
41 GitHub-Stars
Warnungen
- 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
Methode
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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