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Skill scan report

autoresearch

View on GitHub
35 Medium Automated analysis flagged 2 potential risk patterns.

What this skill does

Autonomous LLM training optimization research agent

github/theneoai - Code Execution - 118 stars

ThreatsCode Execution Data Manipulation

Threat analysis

Code Execution1 finding
Data Manipulation1 finding

Skill info

Nametheneoai/autoresearch
Registrygithub
Version61fe4f2
PURLpkg:github/theneoai/awesome-skills@61fe4f2?skill=autoresearch
Stars118

Assessments (2)

Code Execution1 finding HIGH
HIGH

Code Execution via local-llm-review

program.md

The skill's instructions include a loop that runs 'uv run train.py' and commits changes to git without user confirmation. This could be used to execute arbitrary code on the user's system if the agent
Data Manipulation1 finding MEDIUM
MEDIUM

Data Manipulation via local-llm-review

program.md

The skill's instructions include modifying 'train.py' and committing changes to git without user confirmation. This could lead to unintended modifications of the user's codebase if the agent is compro

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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 autoresearch? Report an issue or request a rescan.

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