rennf93

Use when about to write your final reply, a summary, PR description, commit message, or any user-facing conclusion — enforces Fable's outcome-first, prose-first communication contract.

Use when a task involves 2+ independent units of work (files, modules, questions) or any broad codebase sweep — enforces Fable's delegation-first parallel orchestration.

Use before ending any turn that involved multi-step work — Fable's end-of-turn gate catches promised-but-undone work, buried findings, and unverified claims.

Production-ready security middleware for FastAPI. Use when adding IP filtering, rate limiting, per-route security decorators, route-resolution strict mode, global behavior rules, passive/log-only mode, or Guard Agent SaaS telemetry to a FastAPI app. Covers…

Guard Core best practices and conventions for the framework-agnostic Python security engine. Use when working with guard-core, SecurityConfig, the security check pipeline, detection engine (SusPatternsManager, PatternCompiler, ContentPreprocessor,…

guard-agent telemetry client for the Guard security ecosystem. Use when integrating guard-agent with fastapi-guard/flaskapi-guard/djapi-guard/tornadoapi-guard, configuring AgentConfig (buffer_size, flush_interval, retry_attempts, endpoint), wiring Redis…

Check the current Agent Runway status - loaded architectural map, active conventions, module boundaries, and enforcement levels. Use when debugging agent behavior or verifying plugin configuration.