Agent Claude Code
Detect statistical anomalies and attack patterns from structured security events. Second stage of the cyber defense pipeline — reads cyber-defense-events.json and produces anomalies.
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Agent Claude Code
Detect statistical anomalies and attack patterns from structured security events. Second stage of the cyber defense pipeline — reads cyber-defense-events.json and produces anomalies.
Agent Claude Code
Use this agent when architectural decisions are being made, system designs are being created or modified, code changes impact system architecture, or when evaluating scalability, maintainability, and architectural integrity. This agent should be used PROACTIVELY during architectural reviews.
Agent Claude Code
Use this agent when designing API routes, database schemas, implementing geocoding logic, or solving reliability/security/performance issues in StarMapper's server-side code. Examples: adding a new API route, modifying Prisma schema, debugging geocoding cascade, optimizing the chunk endpoint.
Agent Claude Code
Deep codebase exploration using grepai semantic search and call graph tracing. Use this agent for understanding code architecture, finding implementations by intent, analyzing function relationships, and exploring unfamiliar code areas.
Agent Claude Code
Infrastructure troubleshooting using the FIRE framework (First Response, Investigate, Remediate, Evaluate).
Agent Claude Code
Use this agent when building UI components, implementing design systems, optimizing Core Web Vitals, or ensuring WCAG accessibility compliance in StarMapper. Examples: creating a new React component, fixing accessibility issues, optimizing MapLibre rendering, fixing bundle size issues.
Agent Claude Code
Parse raw logs into structured security events. First stage of the cyber defense pipeline — reads log files and extracts typed events (errors, warnings, auth failures, anomalies).
Agent Claude Code
Classify overall risk level from detected anomalies. Third stage of the cyber defense pipeline — reads cyber-defense-anomalies.json and assigns CRITICAL/HIGH/MEDIUM/LOW with justification.
Agent Claude Code
Use for security vulnerability detection and OWASP compliance checks.
Agent Claude Code
Apply security patches from security-auditor findings. Requires audit report as input. Always proposes patches for human review — never applies without approval.
Agent Claude Code
Use this agent when making system-level architectural decisions, evaluating technology choices, planning migrations, or assessing the impact of changes on StarMapper's overall architecture. Examples: evaluating a new caching strategy, deciding whether to switch from Neon to another DB, planning a major refactor.
Agent Claude Code
Generate a human-readable security incident report. Final stage of the cyber defense pipeline — reads all three JSON files and produces a Markdown report for security teams.
Agent Claude Code
Performs ultra-granular per-function deep analysis for security audit context building. Use when analyzing dense functions, data-flow chains, cryptographic implementations, or state machines.
Agent Claude Code
Executes Semgrep CLI scans for a specific language category and produces SARIF output. Spawned by the semgrep skill as a parallel worker — one agent per detected language.