scoobydont-666

Deep code quality analysis: performance (Big-O, hot paths, resource management), security (injection, secrets, auth, input validation), testability (coverage gaps, untestable design, DI), architecture (SOLID, coupling, abstraction leaks, layering). Language-agnostic with language-specific patterns from references. Trigger on: "code quality", "performance audit", "security review", "OWASP", "SOLID"

Performs security-focused differential review of code changes (PRs, commits, diffs). Adapts analysis depth to codebase size, uses git history for context, calculates blast radius, checks test coverage, and generates comprehensive markdown reports. Automatically detects and prevents security regressions.

Convert Claude Code skills to Cursor-compatible rules (.mdc/.md files) for sharing or use in Cursor workspaces. Does NOT modify local Claude Code setup — outputs go to a separate repo. Trigger on: "convert to cursor", "cursor rules", "port to cursor", ".mdc", "cursor format", or any request to export skills for Cursor users.

Cross-reference all CLAUDE.md files, memory files, skill descriptions, and project registries for contradictions, stale data, and inconsistencies. Trigger on "check for contradictions", "audit configs", "config consistency", "are my configs consistent", or any request to verify configuration coherence across Project Swarm.

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

Run risky or destructive operations inside ephemeral Docker containers for isolation. Use when executing untrusted scripts, destructive Ansible playbooks, or operations that could damage the host.

Autonomous work execution across all Swarm projects. Reads last session summary, picks highest-priority work, executes it, then loops to the next item. Only stops when blocked on the operator or nothing remains. Trigger on: "what's the status", "project status", "what needs work", "prioritize", "what's next", "plan work", "coordinate", "which projects", "phase status", "roadmap", "backlog", "sessi

Minimize Claude token and cost waste across ALL surfaces — Claude Code subagents, API calls in code, and artifacts. Routes subagent model selection via the Agent tool's model parameter. Recommends /model switches when the current model is overkill or underpowered. Applies to any code importing anthropic or calling /v1/messages. Trigger on: "API call", "artifact", "pipeline", "multi-agent", "LangGr

Codify security hardening into reusable Ansible roles — CrowdSec IDS, fail2ban, auditd, Tailscale VPN, Semaphore UI, scoped sudoers, systemd sandboxing, and UFW firewall management. Trigger on: "harden with Ansible", "Ansible security", "CrowdSec role", "fail2ban role", "auditd role", "Tailscale Ansible", "Semaphore role", "sudoers role", "security playbook", "fleet hardening", or any request to a

Identifies dependencies at heightened risk of exploitation or takeover. Use when assessing supply chain attack surface, evaluating dependency health, or scoping security engagements.

Multi-machine fleet operations — SSH key management, cross-host syncing, Ansible playbook execution, fleet health checks, and inventory management. Trigger on: "fleet", "SSH to", "sync to node_gpu", "sync to node_primary", "cross-host", "deploy to", "rsync", "fleet health", "all machines", "inventory", or any task involving coordination between node_primary, node_gpu, node_miner, or future hosts.

Distributed Claude Code coordination v2 — autonomous multi-instance orchestration via NFS + git. Agent registry with heartbeat, priority work queue with capability matching, event bus for cross-agent context, auto git sync, GPU slot management, session lifecycle protocol. Replaces OpenClaw for self-hosted agent coordination.