Maps a business type the user mentions (coffee shop, restaurant, e-commerce, clinic, gym, hotel, school and more) to its industry-standard feature set — POS, inventory, orders, booking, reports, staff — and auto-includes those features with no questions asked. Fuels zero-question planning for /toh-vibe and /toh-plan…
Evidence-first debugging in 5 stages — REPRODUCE, EVIDENCE, DIAGNOSE, FIX, PROVE. Never touch code before the root cause is stated with evidence; fix the source, not the symptom; hand dead-end investigations to the root-cause-debugger agent. Use for any bug, error, crash, regression, unexpected behavior, or /toh-fix…
Constraint + process skill for UI that reads "designed", not "AI-generated". Mandatory two-pass process (token plan grounded in the subject's world + ONE signature element, then self-critique) whose output is the project's root DESIGN.md — the design contract re-read on every UI generation. Navigation selection…
Adds logic, state management, TypeScript types, and CRUD operations to UI. Works AFTER ui-first-builder creates the interface. Implements Zustand stores, form handling with React Hook Form + Zod, and prepares for backend connection. Triggers: add logic, add functionality, make it work, state management, form…
Shared delivery harness for the main commands (/toh, /toh-plan, /toh-fix, /toh-vibe) — senior-engineer tool selection rules (search real docs, reproduce before diagnosing, verify by running), THE EVIDENCE RULE (only a quoted passing run counts as done), non-developer communication mode, and stage-aware next actions…
Intelligent error handling — silently auto-fix routine errors (missing imports, undefined variables, type mismatches, missing dependencies, syntax and lint issues) and translate everything else into friendly, non-technical language with clear next steps. The user never sees raw error messages or stack traces. Use…
One-request, complete setup of external services — payment (Stripe, PromptPay, Omise, 2C2P), email, auth, analytics, storage and other integrations, including Thai-market services. Installs SDKs, creates API routes, env templates, and UI components in one pass. Use when the user asks to add payments, email, login…
Tiered, low-token project memory protocol for .toh/memory/ — 7 files across 3 tiers (Tier 1 active.md + summary.md always read, 800 tokens; Tier 2 architecture/components for build work and changelog for debug work; Tier 3 decisions/agents-log only on demand). Auto-saves after task completion with zero user effort…
The single source of truth for how TFW commands survey their runtime, choose an execution mode (teams / subagents / sequential), route models, and run the TOH LOOP — the autonomous plan-execute-verify protocol driven by .toh/plan.md + .toh/progress.md. Loaded by /toh, /toh-vibe, /toh-plan. Triggers: build a whole…
THE BRAIN behind /toh-plan — analyzes the request or PRD, writes .toh/plan.md per the orchestration-protocol Section D schema (plans are files, never chat state), shows a condensed summary, and holds the single "Go" approval gate before handing execution to THE TOH LOOP. Also drafts plans for /toh-vibe. Use for…
Doc-driven platform integration expert. Converts a web app to LINE MINI App (LIFF SDK), PWA (Next.js 16), and Capacitor (iOS/Android). Expo & Tauri are secondary/legacy. ปรัชญาหลัก: ดึง docs จริงล่าสุดก่อนเขียนโค้ดเสมอ — ไม่ freeze snippet ที่จะ rot. Triggers: "LINE MINI App", "LIFF", "LINE OA", "convert to app"…
Premium app generation that creates WOW-factor experiences. Multi-page apps with smooth animations, zero TypeScript errors, and production-ready quality. Lovable-style experience: one prompt, complete app, instant delight. MUST be used alongside vibe-orchestrator for new projects.
Show-before-commit previews — after completing work, present what changed as a live dev-server URL or a concise plain-language description so the user can confirm or request changes with confidence. Use when delivering visible changes (pages, components, styling) to a running project.
Visual progress reporting — progress bars, done / in-progress / remaining checklists, and completion estimates so a non-technical user always knows where the build stands. Transparency without overwhelm. Use during multi-step builds and whenever the user asks how far along the work is.
Advanced prompt optimization and composition system for all prompt types (system prompts, task-specific, creative, technical, agentic). Use when users need to refine, optimize, or transform prompts to achieve better AI outputs. Triggers include requests to improve prompts, make prompts more effective, analyze prompt…
Security-first auditing of AI-generated code — Level 1 quick checks during /toh-dev and /toh-test (hardcoded secrets, dangerous code execution, obvious injection vectors) and Level 2 full audits for /toh-protect (SQL/XSS/command injection, auth and authorization flaws, configuration and dependency risks) with…
Seamless continuation across sessions and IDEs — on session start, read .toh/memory/ and greet the user with where the last session left off so nothing needs re-explaining. Handles first run (no memory yet), mid-task resume, and returns after days or weeks. Use at the start of every new session or when the user says…
Intelligent request routing for /toh command. Analyzes user intent, assesses confidence, surveys the runtime (2-step, per orchestration-protocol), and routes to the appropriate agent(s). Memory-first approach ensures context awareness. Triggers: /toh command, natural language requests, ambiguous inputs.
Automated E2E testing with Playwright including the auto-fix loop — generate test cases from the UI, run them, fix failures and re-run until passing, then produce a human-readable report. Test until it passes, not just test and report. Drives /toh-test; use whenever tests must be written, run, or made green.
Natural-language undo, rollback, and checkpoints that hide git entirely — "ย้อนกลับ", "undo", "ไม่เอาแล้ว", "เอาอันเดิมคืน" map to safe git stash/revert/checkpoint operations with cleanup and dev-server restart, reported in plain language. Use when the user wants to undo changes, restore a previous state, or save a…
Master workflow controller for Lovable-style development. Creates working UI immediately from ANY prompt - no questions asked, no choices given. Resumes or materializes .toh/plan.md, generates the design identity (root DESIGN.md) first, then spawns specialist sub-agents from plan task lines (ui-builder, dev-builder…