AI tool delegation patterns — Gemini-CLI, Codex, and other external AI tools. Apply when delegating tasks to external AI tools to save tokens.
Autonomous execution mode for GIR — unattended operation, cap fail-safe, checkpoint/resume protocol. On-demand skill loaded by /gir:run.
Universal Claude Code best practices for any coding task. Covers tool usage patterns, anti-patterns, code review standards, commit conventions, and workflow quality standards. Apply to ALL software engineering tasks.
GIR orchestration core — routing rules, delegation tiers, cost discipline, Graphify integration, escalation trigger, and lazy-load instructions. Always loaded.
Native parallel agent execution using Claude Code's built-in Agent tool with worktree isolation. On-demand skill — load when parallel work is needed.
Continuous autonomous iteration patterns (Ralph Loops) for Claude Code. Enables self-directed build-test-fix cycles, progressive refinement, and autonomous quality improvement. Use when the user wants Claude to iterate autonomously on a task until completion.
Spec-driven quality gates (SpecKit) for Claude Code. Enforces specification verification before implementation, test coverage requirements, and acceptance criteria checks. Use when building features that require formal specifications or quality assurance workflows.
State machine templates and patterns for Claude Code. Provides structured state management for workflows, UI components, and process orchestration. Use when implementing stateful logic, workflow engines, or multi-step processes.