Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
litert-lm
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
litert-lm
Best first install candidate based on install readiness and adoption.
Freshest repo
litert-lm
Most recent maintenance signal among this shortlist.
| Signal | litert-lm Creates an Android app that runs an open text LLM on the device, on the CPU or the GPU, with the LiteRT-LM Kotlin API. Use this skill to build a new chat, summarization or extraction app with a .litertlm model from Hugging Face litert-community (Gemma, Qwen, Llama, Phi) - the dependency and manifest entries, getting the model file onto the device, engine initialization, a streamed multi-turn conversation, the ViewModel and screen. | interrogate Use for \"interrogate\", \"adversarial review\", \"multi-model review\", \"challenge this\", \"stress test this code\", \"find blind spots\", or \"tear this apart\". Multiple LLM reviewers challenge changes from independent angles. |
|---|---|---|
| Quality | 68/100 Promising | 62/100 Promising |
| Decision verdict | 67/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 61/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 458 stars Verified outcomes are shown on each skill page | 111 stars Verified outcomes are shown on each skill page |
| Freshness | Oct 6, 2026 | Oct 5, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Local desktop workflows · Claude Code teams · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add google-ai-edge/litert-samples --skill litert-lm | $ npx skills add uzairansaruzi/p3-stack --skill interrogate |