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Skill scan report

scientific-writing

View on GitHub
4 Info Automated analysis flagged 1 potential risk pattern.

What this skill does

The skill is designed for scientific writing, including drafting, revising, and auditing scientific manuscripts with a focus on evidence provenance, reporting guidelines, authorship accountability, an

github/k-dense-ai - Code Quality - 33.1k stars

ThreatsCode Quality

Threat analysis

Code Quality1 finding

Skill info

Namek-dense-ai/scientific-writing
Registrygithub
Version3956e54
PURLpkg:github/K-Dense-AI/scientific-agent-skills@3956e54?skill=scientific-writing
Stars33.1k

Assessments (1)

Code Quality1 finding LOW
LOW

Code Quality via local-llm-review

scripts/select_reporting_guidelines.py

The code appears to be incomplete, as the line 'for flag in ("ai", "llm", "routine' is cut off, which may indicate a potential issue with code quality or incomplete implementation.

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How Anomity governs this at runtime

Scan-time vetting tells you what a skill says it will do. Anomity's Endpoint Sensor sees what agents actually do: it discovers skills alongside every other AI artifact on the endpoint, and runtime governance can allow, deny, or log the tool calls a skill triggers. Policy violations route to your SIEM, Slack, email, or Jira, backed by a queryable 90-day audit trail.

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Methodology and disputes

Every skill is assessed by the Anomity Skill Intelligence engine against its public source; findings indicate risk patterns, not confirmed exploitation. Maintainer of scientific-writing? Report an issue or request a rescan.

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