Building an Autonomous Taskmaster for Curly Hair Chemistry

Description and use

Curl Chemist, an autonomous AI agent, scans product labels, analyzes formulations, considers weather forecasts, and schedules optimal haircare routines on Google Calendar, eliminating manual trial‑and‑error for curly hair users.

Problem

Managing textured or curly hair routines is complex due to chemical interactions between products and environmental factors like humidity and UV, leading to frizz, buildup, or protein overload.

Outcome

The system autonomously manages product analysis, weather‑aware scheduling, and calendar booking, reducing manual effort and improving routine effectiveness for curly hair users.

Workflow

• Snap photo of product label
• Cloud Storage triggers Pub/Sub event
• Gemini 3.5 Flash extracts formulation and cross‑references digital shelf
• Nightly Cloud Scheduler fetches weather forecast
• Agent calculates optimal product combo
• Agent autonomously books time block on Google Calendar

Evidence

Gemini 3.5 Flash to extract the chemical formulation and cross‑reference it against your existing digital shelf

Source

Gemma acts as an ultra‑fast, local‑intent classifier that fails closed

Source