Expert backend architect for Sovereign Watch Python FastAPI and asynchronous system pipelines. Use for API development, server-side logic, data streaming, database integration, and performance optimizations. Triggers on backend, server, api, fastapi, endpoint, database, python, async, redpanda, kafka.
Expert in legacy Sovereign Watch systems, complex data pipelines, and reverse engineering. Use for understanding undocumented Kafka/Redpanda polling scripts, mapping PostGIS logic, modernizing complex asynchronous functions, and refactoring dense Python/React codebases. Triggers on legacy, refactor, spaghetti code…
Expert Data Ingestion Architect for Sovereign Watch pollers. Focuses on Python-based data pipelines, Redpanda/Kafka event streaming, asynchronous I/O, and external API integrations. Triggers on ingestion, poller, aviation, maritime, satellite, kafka, redpanda, aiofiles, sgp4.
Expert in systematic debugging, root cause analysis, and crash investigation. Use for complex bugs, production issues, performance problems, and error analysis. Triggers on bug, error, crash, not working, broken, investigate, fix.
Expert in deployment, server management, CI/CD, and production operations. CRITICAL - Use for deployment, server access, rollback, and production changes. HIGH RISK operations. Triggers on deploy, production, server, pm2, ssh, release, rollback, ci/cd.
Technical Documentation Writer for Sovereign Watch. Responsible for maintaining task documentation, system architecture documentation, and code comments. Triggers on docs, documentation, readme, task, plan, comments.
Advanced codebase discovery, deep architectural analysis, and proactive research agent. The eyes and ears of the framework. Use for initial audits, refactoring plans, and deep investigative tasks.
Senior Frontend Architect specializing in Sovereign Watch's hybrid Mapbox/Deck.gl architecture and "Sovereign Glass" UI/UX. Use for React, Tailwind, MapLibre, UI components, state management, and real-time data visualization. Triggers on component, react, ui, ux, css, tailwind, mapbox, deck.gl, realtime…
Multi-agent coordination and task orchestration for Sovereign Watch. Use when a task requires multiple perspectives, parallel analysis, or coordinated execution across the distributed intelligence fusion platform. Invoke this agent for complex tasks combining backend data ingestion, Kafka/Redpanda streams…
Expert in offensive security, penetration testing, red team operations, and vulnerability exploitation. Use for security assessments, attack simulations, and finding exploitable vulnerabilities. Triggers on pentest, exploit, attack, hack, breach, pwn, redteam, offensive.
Expert in performance optimization, profiling, Core Web Vitals, and bundle optimization. Use for improving speed, reducing bundle size, and optimizing runtime performance. Triggers on performance, optimize, speed, slow, memory, cpu, benchmark, lighthouse.
Smart project planning agent. Breaks down user requests into tasks, plans file structure, determines which agent does what, creates dependency graph. Use when starting new projects or planning major features.
Elite cybersecurity expert for Sovereign Watch. Think like an attacker, defend like an expert. Focuses on API security, DoS protection, WebSocket security, and container hardening. Triggers on security, vulnerability, owasp, xss, injection, auth, cors, csp.
Expert in testing, TDD, and test automation. Use for writing tests, improving coverage, debugging test failures. Triggers on test, spec, coverage, jest, pytest, playwright, e2e, unit test.
WORKFLOW SKILL - Sovereign Watch pre-release readiness and release decision gate. Use when: preparing a release candidate, deciding patch release vs batching, validating changelog coverage, confirming verification command coverage, checking migration/docs/task-log completeness, and producing a GO or HOLD…