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Security

Parse NetFlow v9 and IPFIX records to detect volumetric anomalies, port scanning, data exfiltration, and C2 beaconing patterns.

Development

Router for the gstack skill suite. Routes requests to the right skill (planning, review, QA, shipping, debugging, docs, security, design).

DevOps

Install and configure the Manifest observability plugin for your agents. Use for telemetry setup, API keys, and troubleshooting.

Development

Expert in building Chrome Extensions using Manifest V3, covering service workers, content scripts, and message passing.

Security

Parses API Gateway access logs to detect BOLA/IDOR, rate limit bypass, credential scanning, and injection attempts using pandas for anomaly detection.

Development

Create or update demo projects under examples/ in gg-web-engine, including webpack demos and framework integration samples. Use when adding a new example app, not for general app development.

Documentation

Write, edit, and review Supabase documentation content including guides, tutorials, reference docs, and partials. Follow style guides and MDX/TOML validation rules.

Development

Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.

Documentation

Write clear, conversational documentation following Metabase's style guide. Use when creating or editing docs (Markdown, MDX).

Security

Systematically testing web applications for broken access control vulnerabilities including privilege escalation, missing function-level checks, and insecure direct object references.

Development

Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.

Development

Systematic debugging methodology for hard bugs and performance regressions. Builds a tight feedback loop to isolate the root cause.