inference-engineer
Rockielab/rockie-claudeProductize an open-source model into a hosted inference endpoint the researcher (or their agent) can call. Picks the right hardware, the right serving stack…
Scores out of 100 · grade B+
2026-08-15Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score92/100
- no commits in the last 12 weeks
Adopted
20% of the score18/100
- 21 stars on the source repo.
Documented
15% of the score91/100
- 3,936 words with worked examples.
- Ships 9 bundled files.
Install
npx skills add Rockielab/rockie-claude/inference-engineerWhat it says it does
Productize an open-source model into a hosted inference endpoint the researcher (or their agent) can call. Picks the right hardware, the right serving stack (vLLM / Triton / TEI / BentoML), wraps it in an OpenAI-compatible gateway (LiteLLM) with per-tenant auth, exposes it as an MCP tool in chat, and runs a quality + latency + cost probe so the user knows what they actually shipped. Triggers on `/inference-engineer [model-url]`, or on natural intent like "host this model", "serve inference for X", "deploy model Y", "get me an API for Z", "I want to reproduce paper P on a small GPU", "what do I do with this trained model".
Also in Rockielab/rockie-claude
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| agent-builderRockielab/rockie-claude | clean | Skill | 21 stars | 28 days ago | |
| experimentRockielab/rockie-claude | clean | Skill | 21 stars | 28 days ago | |
| budget-term-sheetRockielab/rockie-claude | clean | Skill | 21 stars | 28 days ago | |
| deploy-modelRockielab/rockie-claude | clean | Skill | 21 stars | 28 days ago | |
| gpu-spendRockielab/rockie-claude | clean | Skill | 21 stars | 28 days ago | |
| cleanRockielab/rockie-claude | clean | Skill | 21 stars | 28 days ago |
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| mcp-builderanthropics/skills | No license | AI & agents | 104,949 installs | today | |
| agent-developmentanthropics/claude-plugins-official | clean | AI & agents | 5,901 installs | today | |
| plugin-settingsanthropics/claude-plugins-official | clean | AI & agents | 5,465 installs | today | |
| skill-creatoranthropics/claude-plugins-official | clean | AI & agents | 5,836 installs | today | |
| microsoft-foundrymicrosoft/azure-skills | clean | AI & agents | 544,819 installs | today | |
| claude-apianthropics/skills | No license | AI & agents | 59,236 installs | today |
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