Type one sentence, approve once, walk away — Toh Framework installs an AI build department (14 commands, 8 agents, 23 skills) into your project and keeps building, testing and fixing until it is verified done. Works in Claude Code, Cursor, Antigravity, Codex and ZCode.
Design lead + expert design critic. Two modes: Mode A — authors the project's root DESIGN.md (design identity) at project start. Mode B — reviews built UI against DESIGN.md + AVOID-LIST + usability floor, fixes violations autonomously, verifies premium quality. Delegate when: a UI project has no DESIGN.md yet, UI…
Expert development engineer that adds logic, state management, and API integrations. Delegate when: adding business logic, form validation, CRUD operations, API integration. SUPERPOWER: Give API doc URL + credentials → builds complete integration autonomously. Self-sufficient: analyzes code, reads external docs…
THE BRAIN of Toh Framework - analyzes requests/PRDs, writes the plan artifact .toh/plan.md, holds one approval gate, then runs the autonomous TOH LOOP. Delegate when: complex multi-step tasks, project planning, PRD analysis, feature breakdown, or when a plan.md structure needs drafting/refreshing. Self-sufficient…
Doc-driven platform integration agent. Converts web apps to LINE MINI App (LIFF SDK), PWA (Next.js), and Capacitor (iOS/Android); Expo & Tauri are secondary/legacy. Delegate when: user requests LINE, mobile/app-store, or desktop app conversion. Always pulls current official docs before writing platform code — no…
Investigation specialist that finds and PROVES the root cause of a bug before any code is changed. Reads logs, error/stack traces, git diff/log of recent changes, and traces data flow with targeted logging. Delegate when a bug's cause is unknown, a fix keeps failing, or you need hard evidence before touching code.…
Automated testing specialist with auto-fix loop until all tests pass. Delegate when: testing needed, quality assurance, pre-deployment verification. Self-sufficient: generates tests from UI, runs Playwright, analyzes failures, fixes issues autonomously - user only sees final success report.