scientific-brainstorming
What this skill does
Facilitates evidence-aware scientific ideation with structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Intended for early-stage research brains
github/k-dense-ai - Information Disclosure - 33.1k stars
Threat analysis
Skill info
pkg:github/K-Dense-AI/scientific-agent-skills@3956e54?skill=scientific-brainstormingAssessments (1)
Information Disclosure
Information Disclosure via local-llm-review
scripts/_common.py
The script contains functions like 'require_text' and 'require_identifier' that validate input, but there is no explicit network communication or data exfiltration. However, the presence of 'MAX_INPUTBadge
Add the Anomity scan badge for scientific-brainstorming to your README.
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-brainstorming? Report an issue or request a rescan.
