Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model. Use when (SKILL.md metadata excerpt)
Setup not establishedSource observation · Source example · File structure observedCheck method & evidence →
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of (SKILL.md metadata excerpt)
Setup not establishedSource observation · Source example · File structure observedCheck method & evidence →
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of (SKILL.md metadata excerpt)
Setup not establishedSource observation · Source example · File structure observedCheck method & evidence →
Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. (Publisher-index excerpt; file read separately)
Setup not establishedSource observation · Source example · File tree not reviewedCheck method & evidence →
Official skill for integrating Firebase AI Logic (Gemini API) into web applications. Covers setup, multimodal inference, structured output, and security. (SKILL.md metadata excerpt)
Setup not establishedSource observation · Source example · File structure observedCheck method & evidence →
Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud functions. Use when analyzing APK (SKILL.md metadata excerpt)
Setup not establishedSource observation · Source example · File structure observedCheck method & evidence →