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hanamizuki/solopreneur/ai-app-templates

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PublishedAugust 23, 2026 at 03:13 PM
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version: "1.0.1" name: ai-app-templates description: Use when starting a new AI backend service or LLM-powered API — provides reference implementations for common shapes (simple LLM endpoint; future: RAG, streaming chat, agent loop). Triggers on phrases like "建立 LLM API", "做個 chat endpoint", "AI 後端範本", "LLM 範本", "simple LLM API", "OpenRouter / Gemini / Claude endpoint", "FastAPI + LLM". allowed-tools: Read, Glob


AI App Templates

When starting a new AI backend, check the catalog first for a matching shape.

Catalog

TemplateUse when
simple-llm-apiMinimal FastAPI service with one POST /chat endpoint. Single prompt in, plain text out. Provider is chosen at scaffold time (Anthropic / Gemini / OpenRouter).

→ Read references/<template>/README.md for architecture and the consumption workflow, then copy files from references/<template>/ into the new project.

Workflow

  1. Find a matching template in the catalog above.
  2. Read the template's README.md (architecture, provider choice, version notes).
  3. Follow the template's own workflow section (it will tell the agent what

to ask the user, what to copy, and what to edit).

Note: allowed-tools: Read, Glob reflects what this skill itself needs (browse the catalog and read referenced files). The file-copy and scaffolding steps are performed by the calling agent using its own tool permissions — they do not need to be listed here.

Related skills

  • ai-engineer:ai-engineering — broader AI system design and provider tradeoffs.
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