ๅฝ็จๆทๅธๆไฝ ๅจไธไธชไปฃ็ ไปๅบไธญๅฎๆๅฏๅค็ฐ็ๆๅปบใๅฎ้ชใๅฏนๆฏ่ฏๆตๅๆฅๅๆฒๆทๆถไฝฟ็จๆญค skillใๅฎ้็จไบ้่ฆๆญๅปบๆฌๅฐ็ฏๅขใ่ฟ่กไธไธชๆๅคไธช MVP ๅฎ้ชใ่ฎฐๅฝๅฎ้ช่ฎพ็ฝฎไธ็ปๆใ่งฃ้ๆง่ฝๅทฎๅผ๏ผๅนถ่พๅบๅฏๅค็ฐๆๆกฃไธ็ฏๅข่ๆฌ็ๅบๆฏใ
Use when users need a structured โsystem understanding + design analysisโ of a specific module in an AI repository, covering interface/data, pipeline role, data construction, supervision signals, model structure, loss/training, design motivation, system usage, limitations, and alternative design space.
Create a GitHub issue that assigns a developer a concrete PR-sized task. Use when the user wants an issue/task description with Deliverables, Background, Task Description, and Timeline so an engineer can execute and submit a specific PR.
ๆฃๆฅ่ฎบๆๅ จๆ้ป่พ่ชๆดฝๆงๅไธฅๅฏๆง๏ผๅ ๆฌๆดไฝ็ปๆใๅฎ้ช่ฎพ่ฎกๅๆฎต่ฝ้ป่พ
ๆถฆ่ฒๅญฆๆฏ่ฎบๆๆไปถ๏ผ่ชๅจ่ฏๅซ LaTeX/PDF/Word ็ญๆ ผๅผ๏ผๆฃๆฅ้ป่พไธฅๅฏๆงใ็ผฉๅ่ง่ใ่ฏญๆณ้่ฏฏๅๅญฆๆฏ่ง่ๆง
ๆทฑๅบฆ็ฒพ่ฏปๅญฆๆฏ่ฎบๆ๏ผไปๆ ้ขๅๆๅฐๅฎก็จฟไบบ่ง่งๅ จ้ข่งฃๆ่ฎบๆไปทๅผใๆนๆณ้ป่พๅ็ ็ฉถ่ดก็ฎ
็จไบๆฐๅๅจๆฅใๅฎไน ๆฑๆฅใ้ถๆฎตๅฐ็ปใ้ป่ฎค่พๅบ็ฎๆดไธญๆ็ปๆ๏ผ`ๆขๅฎ็ฎๆ / ๅทฒๅฎๆ / ่ฟ่กไธญ / ๅพ ่ฎจ่ฎบ`ใ
Use when users need a standardized grouped bar chart template for baseline-vs-method comparisons, with fixed axis/legend/color/data-label conventions and user-provided methods/data.