Useful work to hand to AI
- Firmware help
- Layout calculations
- Debugging

A modular ESP32-based split-flap display designed to scale from a single character to large installations.
A physical display with sound, motion and presence that software cannot reproduce. It makes most sense when the mechanism itself is part of the appeal.
The CAIBI build pack gives an AI assistant the source, the known constraints, the useful AI work and the physical boundary. It is designed to help you move faster without pretending the AI has built the thing for you.
I want to build Split-Flap Display. Source project: https://github.com/scottbez1/splitflap Use the source as the authority. Do not invent parts, dimensions, prices or capabilities that are not published. AI can help with: Firmware help, Layout calculations, Debugging. AI cannot physically do: Fabricate the repeated mechanical parts, Assemble and wire every display module, Fix mechanical alignment, friction and sensor positioning problems, Calibrate a large bank of modules so they behave consistently. Tools and capabilities involved: Laser cutting, Soldering. CAIBI's main concern: Every extra module multiplies fabrication, assembly, calibration and fault-finding work. Start by checking the source, confirming the current parts and build instructions, then give me a staged plan. Clearly separate source facts from your suggestions. Stop and ask me to verify anything that depends on physical fit, wiring, calibration or safety.
Decide how many modules you actually need before ordering or fabricating parts. Every added character multiplies mechanical and electronics work.
Start from the published stable v2 mechanical release rather than the auto-generated development artifacts unless you specifically want to experiment.
Laser cut the enclosure and module parts, prepare the flap sets and assemble each mechanism.
Assemble the sensor and driver electronics, connect motors and chain modules using the documented architecture.
Load the firmware, verify sensing and use software calibration. AI can help with configuration, scripts and fault finding.
Connect the finished display to the data, messages or automation you want it to show.
Use the published source, files and instructions as the baseline.
↗AI ASSISTEDUse the CAIBI build packStart from the source with prompts that keep the AI inside the verified build information.
→OUTSOURCE PARTGet fabrication done for youYou do not necessarily need to own every capability. This build uses Laser cutting, Soldering.
→ALTERNATIVE PROJECTClawd MochiA small ESP32-C3 desk companion with animated faces, web controls and a published low-cost parts list.
→When people submit completed builds, this section can link to their build notes, repo, printable files, shop or finished version. CAIBI does not take payment or insert itself into the sale.
Source available with a stable v2 mechanical release
A physical display with sound, motion and presence that software cannot reproduce. It makes most sense when the mechanism itself is part of the appeal.
Actual time, cost, changes and outcomes from reviewed builds will appear here.
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