Band 1
Free Conversation
Greetings, smalltalk, generic questions get a natural answer. Off-topic is welcomed; MH AI politely notes that its primary expertise is Macro Handler.
AI Assistant
MH AI — Macro Handler's built-in assistant
MH AI is a smart assistant that can chat naturally, knows the app, and designs macros for you through an approval gate. Pick from cloud providers such as Gemini, OpenAI, Claude, Groq, DeepSeek, Qwen, and more as the brain (BYO API key); on-device local models are on the roadmap.
MH AI works in three bands
Depending on your message, MH AI picks a different prompt family. General chat is light; an app question is grounded; an automation request is structured and approval-gated.
Band 2
App-Grounded Question
Questions like "how to use Region" or "OCR in no-code" are answered from ScriptApiCatalog and VisualBlockRegistry. The model cannot invent APIs.
Band 3
Automation Proposal
"Build me a macro" requests produce a structured JSON proposal. Validator → risk → preview → YOUR approval → apply → rollback if needed.
You choose which brain to use
In the current release path, you can choose from 14 cloud providers with your own API key. The on-device local model catalog is on the roadmap; once release-ready, it will use the same capability registry, safety rules, and approval flow.
Google Gemini
Cloud — high capacity, multimodal. API key is BYO (bring your own).
OpenAI GPT
Cloud — structured macro proposal via function-calling. BYO key.
Anthropic Claude
Cloud — stable across long contexts, safety-aware. BYO key.
Groq
Cloud — low-latency high-speed inference. BYO key.
DeepSeek
Cloud — code-oriented models. BYO key.
Qwen
Cloud — Alibaba Qwen models (OpenAI-compatible endpoint). BYO key.
xAI Grok
Cloud — xAI Grok models. BYO key.
OpenRouter
Cloud — multi-provider routing behind one key. BYO key.
Cerebras
Cloud — high-speed inference. BYO key.
Fireworks
Cloud — open-weight model hosting. BYO key.
Perplexity
Cloud — search-grounded answers. BYO key.
Mistral
Cloud — Mistral models. BYO key.
Together
Cloud — Together AI model hosting. BYO key.
Cohere
Cloud — Cohere Command models. BYO key.
Gemma / Phi / Llama (yerel — yakında)
On-device local models (coming soon). Will run without internet once released.
What you can ask
MH AI auto-classifies your message; each class routes to the right pipeline.
General Chat
Greetings, smalltalk, off-topic — natural answer; Macro Handler primary expertise is politely noted.
Macro Handler Question
Questions about API, blocks, no-code/code editor. Grounded answer from ScriptApiCatalog + VisualBlockRegistry.
Macro Planning
Natural-language macro brief → structured JSON proposal. Only registered capability IDs are used.
Code / No-Code Generation
Lua script for the code editor or block chain for the no-code workspace. Everything flows through approval.
Audit / Fix
Inspects your active macro, surfaces issues, proposes fixes — you approve before anything applies.
Observe-Learn / Live Takeover
AI learns while you act or assists live. Still routed through the approval gate.
Safety rules
AI cannot hallucinate, bypass your approval, or propose risky actions. Every rule is locked in by tests.
Never executes directly
AI only produces a plan. CodeEditorWriter, NoCodeWorkspaceWriter, and AndroidControlLayer require approval.
Rejects hallucinated capabilities
If a proposal references an unknown capability id, the safety gate rejects it; after a single retry, a clarifying question is shown.
Dangerous operations blocked
Denylisted actions (payment, account deletion, root, wipe) cannot be proposed by any provider.
"I applied/saved" claim blocked
If the provider claims it already applied or ran the macro, that approval-bypass false-claim is rejected.
Low confidence → clarifying question
When the model reports low confidence, MH AI asks what you actually want instead of auto-applying.
Approval flow
When AI produces a proposal, this is the path it takes — nothing moves without you.
- 1Message
- 2Intent classifier
- 3Context + capabilities
- 4Plan / proposal (JSON)
- 5Validator + Safety gate
- 6Preview
- 7Your approval
- 8Apply + Rollback
Where you use it
In the no-code workspace
Open the MH AI panel and type something like "find Y in app X, tap it, wait 1 second, repeat". AI proposes the right block chain; you approve, and it lands in the no-code workspace.
Go to no-code →In the code editor
Get a Lua draft from a sentence like "find a template in Region, tap if found, wait 500 ms". AI uses code from ScriptApiCatalog while the sandbox boundary stays intact.
Go to code editor →Install Macro Handler — MH AI is with you
After installing, the MH AI panel is one tap away on every screen. Pick a provider, paste your key, start building macros.