Audit local-agent systems, specs, and code for security weaknesses and hardening priorities. Use when reviewing Spark Intelligence features, security-sensitive diffs, identity or pairing flows, host-execution boundaries, webhook adapters, auth and secret…
Design secure, lightweight local-agent systems for Spark Intelligence and adjacent agent products. Use when defining identity and pairing rules, provider or channel auth, dangerous command approvals, tool and host boundaries, webhook trust checks, local…
Analyze OpenClaw, Claude Cowork, Hermes Agent, and adjacent agent products to learn what to borrow, what to directly copy as patterns, and what Spark Intelligence should keep uniquely its own. Use when comparing architectures, onboarding, adapters,…
Build and review cron jobs, schedulers, retries, smoke tests, and operational harnesses for Spark Intelligence in a lightweight and highly reliable way. Use when designing job systems, background work, health checks, retry logic, cron behavior, migration…
Make Spark Intelligence product decisions with deep awareness of Spark Researcher, Spark Swarm, domain chips, specialization paths, autoloop flywheels, and the wider Spark ecosystem. Use when defining product scope, modular architecture, ecosystem…
Keep Spark Intelligence code, architecture, security, and documentation highly maintainable, scalable enough, and clean without adding unnecessary complexity. Use when reviewing code, planning architecture, writing docs, simplifying modules, improving…