$npx -y skills add hanamizuki/solopreneur --skill ai-app-templatesUse when starting a new AI backend service or LLM-powered API —
| 1 | # AI App Templates |
| 2 | |
| 3 | When starting a new AI backend, check the catalog first for a matching shape. |
| 4 | |
| 5 | ## Catalog |
| 6 | |
| 7 | | Template | Use when | |
| 8 | |---|---| |
| 9 | | simple-llm-api | Minimal FastAPI service with one `POST /chat` endpoint. Single prompt in, plain text out. Provider is chosen at scaffold time (Anthropic / Gemini / OpenRouter). | |
| 10 | |
| 11 | → Read `references/<template>/README.md` for architecture and the consumption |
| 12 | workflow, then copy files from `references/<template>/` into the new project. |
| 13 | |
| 14 | ## Workflow |
| 15 | |
| 16 | 1. Find a matching template in the catalog above. |
| 17 | 2. Read the template's `README.md` (architecture, provider choice, version notes). |
| 18 | 3. Follow the template's own workflow section (it will tell the agent what |
| 19 | to ask the user, what to copy, and what to edit). |
| 20 | |
| 21 | Note: `allowed-tools: Read, Glob` reflects what this skill itself needs |
| 22 | (browse the catalog and read referenced files). The file-copy and |
| 23 | scaffolding steps are performed by the calling agent using its own tool |
| 24 | permissions — they do not need to be listed here. |
| 25 | |
| 26 | ## Related skills |
| 27 | |
| 28 | - `ai-engineer:ai-engineering` — broader AI system design and provider tradeoffs. |
| 29 | - `ai-engineer:langgraph` — when the shape needs to become a multi-step graph workflow. |