building-local-ai-apps
thrashr888/thrashr888-agent-kit/skills/building-local-ai-apps/SKILL.md
Design patterns for local-first AI desktop apps — provider abstraction (Ollama / OpenAI-compatible gateways), RAG retrieval and ingestion hygiene, citation UX that loops back to sources, streaming and scoped cancellation, chat-loop details, and demo-corpus design. Use when building or reviewing a local AI app, a RAG/notebook product, chat UX, or preparing AI product demos. Distilled from Alchemy (a local NotebookLM clone).
No licence file, so all rights are reserved — read it at the source. Read it on GitHub.
More agent context in thrashr888/thrashr888-agent-kit
22 other files this repository gives its agents.
AGENTS.md
CLAUDE.md
Skill
- agent-ready-engineeringskills/agent-ready-engineering/SKILL.md
- copy-reviewskills/copy-review/SKILL.md
- debugging-tauri-appsskills/debugging-tauri-apps/SKILL.md
- driving-tauri-appsskills/driving-tauri-apps/SKILL.md
- github-releasesskills/github-releases/SKILL.md
- handoff-workskills/handoff-work/SKILL.md
- hcp-terraformskills/hcp-terraform/SKILL.md
- homebrew-tapskills/homebrew-tap/SKILL.md
- macos-design-reviewskills/macos-design-review/SKILL.md
- makefile-patternsskills/makefile-patterns/SKILL.md
- presentation-redesignskills/presentation-redesign/SKILL.md
- python-uvskills/python-uv/SKILL.md
- research-plan-implementskills/research-plan-implement/SKILL.md
- rust-best-practicesskills/rust-best-practices/SKILL.md
- rust-developmentskills/rust-development/SKILL.md
- rust-onboardskills/rust-onboard/SKILL.md
- rust-releaseskills/rust-release/SKILL.md
- shipping-tauri-appsskills/shipping-tauri-apps/SKILL.md
- style-docsskills/style-docs/SKILL.md
- verify-running-appskills/verify-running-app/SKILL.md
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