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528 Llm 1027c55b
ASecurity- `intentkit/` — pip package - `core/` — agent system (LangGraph) - `models/` — Pydantic + SQLAlchemy dual models - `config/` — system config (DB, LLM keys, skill provider keys) - `skills/` — skill system (LangChain BaseTool) - `abstracts/` — interfaces for core/ and skills/ - `utils/` — utilities - `clients/` — external service clients - `app/` — API server, autonomous runner, background scheduler - `frontend/` — Next.js agent management UI (see `frontend/AGENTS.md`) - `integratio
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- Added October 11, 2026
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[](https://www.skillsdirectory.com/skills/tools-only-528-llm-1027c55b)# IntentKit LLM Guide
## Architecture
- `intentkit/` — pip package
- `core/` — agent system (LangGraph)
- `models/` — Pydantic + SQLAlchemy dual models
- `config/` — system config (DB, LLM keys, skill provider keys)
- `skills/` — skill system (LangChain BaseTool)
- `abstracts/` — interfaces for core/ and skills/
- `utils/` — utilities
- `clients/` — external service clients
- `app/` — API server, autonomous runner, background scheduler
- `frontend/` — Next.js agent management UI (see `frontend/AGENTS.md`)
- `integrations/` — platform integrations (each has its own `AGENTS.md`)
- `telegram/` — Telegram bot integration
- `scripts/` — ops & migration scripts
- `tests/` — `tests/core/`, `tests/api/`, `tests/skills/`
## Tech Stack & Gotchas
- Package manager: **uv**. Activate venv: `source .venv/bin/activate`
- Lint: `ruff format & ruff check --fix` after edits
- Type check: **BasedPyright** — ensure no errors in changed files
- **SQLAlchemy 2.0** — do NOT use legacy 1.x API
- **Pydantic V2** — do NOT use V1 API
- Testing: **pytest**
## Rules
- English for code comments and search queries
- Do not git commit unless explicitly asked
- Import dependency order (left cannot import right): `utils → config → models → abstracts → clients → skills → core`
## Detailed Guides
- Skills: `agent_docs/skill_development.md`
- Git/PR/Release: `agent_docs/ops_guide.md`
- Testing: `agent_docs/test.md`
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