Discover

How an AI finds this repo: the auto-discovery snippet from page.json, self-tested against the live discovery search.

Snippet

discovery_triggers
reverse engineer this boardreverse engineer a pcb from photosclone this boardcopy this pcb into kicadrecreate the board from picturesidentify the parts on this pcbhow many layers is this boardinfer the inner layerspcb teardownboard photos to kicadadom-aiflow-reverse
discovery_pitch

Reach for this when someone has photos of a board and wants it identified, copied into KiCad, or wants to know how many layers it has and what is inside.

tags
reverse engineeringpcbkicadteardownphotoslayer countai flow
sample_prompts
Reverse engineer from photosReverse engineer the board in Driver1.JPG to Driver4.jpg into KiCad and tell me how confident you are
Layer countFrom these two photos, how many layers does this board have and what are the inner layers?
Test listList the bench tests that would confirm everything you inferred about this board

Sample prompts: self-test

Your own triggers, combined #1 of 1705

How this repo ranks when its full trigger set is the query.

Each sample prompt run against the live discovery search. The score is your rank, does the prompt return this repo at the top?

"Reverse engineer the board in Driver1.JPG to Driver4.jpg into KiCad and tell me how confident you are"Reverse engineer from photos #1 of 1389
1. adom/ai-flow-reverse-engineering this repo score 72.58
4. adom/bss84 score 10.09
5. adom/lm2937 score 10.09
"From these two photos, how many layers does this board have and what are the inner layers?"Layer count #1 of 1062
1. adom/ai-flow-reverse-engineering this repo score 130.04
2. adom/altium-bridge score 46.04
3. adom/fusion-bridge score 36.52
4. adom/adom-wiki-skillpack score 20.96
5. adom/molecule-publish score 20.17
"List the bench tests that would confirm everything you inferred about this board"Test list #4 of 165
2. adom/kicad-bridge score 19.10
3. adom/altium-bridge score 19.10
4. adom/ai-flow-reverse-engineering this repo score 17.64
5. adom/rp2040-test-board score 17.18