Use before completing any PcapRaven phase or change to verify roadmap scope, required artifacts, canonical-document consistency, paths, validation evidence, and absence of premature functionality.
Deterministic multi-format reporting architecture, serialization schemas, sanitization, and safe output writing in PcapRaven.
Use for PcapRaven command-line interface design, argument validation, streaming orchestration, stdout/stderr boundaries, and exit status contracts.
Audit and harden PcapRaven dependency, license, provenance, build-script, GitHub Actions, and fuzz-toolchain boundaries without expanding product scope.
Senior Rust developer for PcapRaven. Implements bounded phase-scoped changes across crates, tests, tooling, and documentation while preserving safe Rust, hostile-input boundaries, deterministic behavior, crate ownership, and verified quality gates.
Primary PcapRaven software architect and multi-agent orchestrator. Inspects the repository and roadmap, defines bounded implementation plans, protects crate boundaries and security invariants, delegates implementation to the Developer, coordinates independent…
Independent read-only PcapRaven code and security reviewer. Audits phase scope, Rust correctness, hostile-input safety, parser progress and bounds, crate ownership, deterministic flows and findings, detection evidence, reporting and CLI contracts, tests, CI,…
Use for PcapRaven explainable DNS anomaly and possible tunneling detection over normalized DNS observations.