Use when fixing contract drifts between directives and scripts, correcting misalignments after running contract verification, or resolving detected drift issues. Triggers include "fix drift",...
Use when investigating or improving WordPress performance (backend-only agent): profiling and measurement (WP-CLI profile/doctor, Server-Timing, Query Monitor via REST headers), database/query...
Use when investigating or improving WordPress performance (backend-only agent): profiling and measurement (WP-CLI profile/doctor, Server-Timing, Query Monitor via REST headers), database/query...
Apply structured, reflective problem-solving for complex tasks requiring multi-step analysis, revision capability, and hypothesis verification. Use for complex problem decomposition, adaptive...
Apply structured, reflective problem-solving for complex tasks requiring multi-step analysis, revision capability, and hypothesis verification. Use for complex problem decomposition, adaptive...
Apply structured, reflective problem-solving for complex tasks requiring multi-step analysis, revision capability, and hypothesis verification. Use for complex problem decomposition, adaptive...
Apply structured, reflective problem-solving for complex tasks requiring multi-step analysis, revision capability, and hypothesis verification. Use for complex problem decomposition, adaptive...
Use when you have implemented an equivariant model and need to verify it correctly respects the intended symmetries. Invoke when user mentions testing model equivariance, debugging symmetry bugs,...
Run Go verification pipeline (build + test + vet + lint).
Deep architectural planning with --ultrathink (32K tokens) followed by phased creation with fresh context. Two-stage workflow - UltraPlan creates comprehensive PHASES.md, then Create builds each...
Visual feedback capture for any running macOS app window via osascript + screencapture. Use when the user wants UI verification or a fresh screenshot.
Intelligent document audit system for syntax and semantic verification, legal or technical document compliance review using LLM (exclusive .docx support).
Use when starting new feature work to create isolated git worktrees with smart directory selection and safety verification. Keeps main branch clean while developing.
Use when starting feature work that needs isolation from current workspace or before executing implementation plans. Creates isolated git worktrees with smart directory selection and safety verification.
Browser automation testing using Playwright for UI verification, E2E testing, and visual regression. Use when testing web applications, automating browser tasks, or verifying UI behavior.
Iterative implementation loop with review checkpoints. Use for multi-step tasks that benefit from chunked execution and verification. Adapts to project-specific conventions via .ralph.md guidance file.
Pre-implementation confidence assessment (β₯90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, official docs verification, OSS...
Pre-implementation confidence assessment (β₯90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, official docs verification, OSS...
Patterns for FPGA development including RTL design (Verilog/VHDL), timing closure, clock domain crossing, high-level synthesis, and verification. Covers both traditional HDL and modern HLS...
Design property-based tests that verify code properties hold for all inputs using automatic test case generation. Use for property-based, QuickCheck, hypothesis testing, generative testing, and...