IoTAiTech

iot-ai-minimum-change

Evidence-bound Build Necessity / Minimum Necessary Change specialist for MC-GPT. Use before implementation, dependency selection, architecture expansion, refactoring, installer creation, database/entity creation, agent/RAG creation, or when reviewing complexity and duplication. Select the first sufficient no-change, reuse, standard-library, native-platform, existing-dependency, minimal-local-change or minimum-new-code strategy. Never simplify away required security, privacy, data-loss prevention, accessibility, rollback, hardware calibration or deterministic verification.

iot-ai-help

Explain goals in natural language and show advanced commands only when an operator needs manual control.

iot-ai-meeting

Automatic, governed full-hybrid meetings for planning, failures, repair decisions and final hard-judge review.

iot-ai-multi-coder

Role-bound hybrid implementation with all eligible coders, deterministic tests, failure review, bounded repair and independent final judgment.

iot-ai-tasks

Natural-language task lifecycle and authoritative backend routing with validation, WIP control, evidence, audit and Founder handoff.

iot-ai-update

Natural-language transactional install/update/rollback authority with package discovery, verification and fleet receipts.

iot-ai

Natural-language, conversation-aware closed-loop engineering through Tasks, Meetings, Multi-Coder, tests, repair, audit and terminal reporting.

iot-ai-settings

Conversation-aware policy, provider, privacy, WIP and execution-profile settings without requiring flag memorisation.

iot-ai-status

Explain current tasks, active waves, meetings, providers, tests, audits, checkpoints and next actors in one management view.