github-deep-research
What this skill does
Conduct multi-round deep research on any GitHub Repo, producing structured markdown reports with executive summaries, timelines, metrics analysis, and Mermaid diagrams.
github/bytedance - Insecure API Key Handling - 79.7k stars
Threat analysis
Skill info
pkg:github/bytedance/deer-flow@21e2cfd?skill=github-deep-researchAssessments (1)
Insecure API Key Handling
Insecure API Key Handling via local-llm-review
scripts/github_api.py
The script uses `.env` files for configuration, which may contain API keys or other sensitive information. However, the code does not explicitly show how these are used or handled, and there is no menBadge
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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 github-deep-research? Report an issue or request a rescan.




