Home / Skills / minicpm5-deploy-litert
minicpm5-deploy-litert
OpenBMB/MiniCPMSkill
Run MiniCPM5-2B or MiniCPM5-1B on-device with Google's LiteRT-LM runtime — the litert-lm CLI or its OpenAI-compatible server on a desktop, the Kotlin API or the AI Edge Gallery app on Android, the same .litertlm bundle on CPU or GPU. Use when the user says "LiteRT", "LiteRT-LM", "litertlm", ".litertlm", "Android", "Edge Gallery", "on-device app", or wants one bundle for phones and desktops.
Why this score
This repo hosts 10 skills, so its 11,633 stars are split between them (about 1,163 each) for scoring.
Popularity score: 74/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 316cfb1cea39, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneminicpm5-deploy-litert OpenBMB/MiniCPM · Skill | 74 | ★ 12k | ≈104 always | 1mo ago |
| debugging-litert-gpu-accuracy google-ai-edge/LiteRT · Skill Both about litert and gpu | 80 | ★ 3.5k | ≈26 always | 16d ago |
| cloudflare-deploy openai/skills · Skill Both about deploy | 79 | ★ 28k | ≈52 always | 2mo ago |
| deploy-connector fivetran/connector_sdk_tools · Skill Both about deploy | 57 | ★ 89 | ≈32 always | 16d ago |
| deploy-mcp futuresearch/futuresearch-python · Skill Both about deploy | 60 | ★ 57 | ≈64 always | 22d ago |
| kev-deploy jaredpalmer/kev · Skill Both about deploy and gpu | 79 | ★ 9.3k | ≈102 always | 19d ago |