jpmschweitzerandClaude Opus 4.5
64cad4500a
Build and Push / build (release) Successful in 52s
### Added - Environment-aware configuration: - Auto-selected logging (DEBUG for dev, WARNING for prod) - Auto-selected default user (llm_tester for dev isolation) - User context logging at request entry - Direct delegation bypass: - Pure memory/librarian requests skip Tatlock LLM - Reduces latency for memory-only requests - Text-based delegation fallback: - Parse [DELEGATE:agent] patterns from LLM output - Sequential and parallel execution support - Comprehensive E2E test suite: - 22 orchestration tests with QdrantVerifier - assert_llm_behavior() for flexible pattern matching - Tests for memory, delegation, isolation, scenarios ### Fixed - Unit test mocks for streaming (async generator) - Temporal context handling in tests - LLM non-determinism with pytest.xfail() - Streaming test timeouts increased 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
64 lines
3.3 KiB
Markdown
64 lines
3.3 KiB
Markdown
# LLM Agent Instructions
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This document contains instructions and documentation references for AI assistants working with this codebase.
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> **📖 Important**: Before working on this project, read [PHILOSOPHY.md](PHILOSOPHY.md) to understand the system vision, architectural patterns, and design goals. All development should work towards realizing those patterns.
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# AGENTS.md
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> **Start every session by reading this file.**
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> This file outlines the operational protocols, coding standards, and architectural decisions for this FastAPI project.
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## 1. Agent Operational Protocols
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### 🧠 Work Patterns (Plan-Act-Reflect)
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* **Plan:** Before writing code, briefly outline your plan. Identify which files you will touch and what the side effects might be.
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* **Act:** Execute the changes in small, atomic steps.
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* **Reflect:** After coding, verify your work. Did you break existing tests? Did you add new tests?
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### 🧪 Local Development Setup
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* **Always test locally first** before committing and deploying. The build-deploy loop is slow.
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* **Start the local server** with `./wakeup.sh` - logs are written to `logs/server.log` for easy tailing
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* **Auto-reload**: The wakeup script runs uvicorn in reload mode - code changes are picked up automatically without restart (except for requirements.txt changes)
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* **Test REST endpoints** against `http://localhost:8123` using curl or similar tools
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* **Only deploy** when a phase or feature is complete and tested locally
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* **Environment**: Copy `.env.example` to `.env` and configure for your local setup (Ollama, Redis, Qdrant hosts)
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### 🌐 Internal Service Access
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* **git.schweitz.net**: Access via `http://localhost:3002` (direct Gitea) to bypass Authentik SSO
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* Example: `curl http://localhost:3002/jpmschweitzer/library-desk/raw/branch/main/README.md`
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* Public repos are readable without authentication
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* Related repos: `library-desk`, `scheduler`
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### 🛡️ Git Discipline
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* **NEVER commit to `main` or `master` directly.** Always create a feature branch: `feature/your-feature-name` or `fix/issue-description`.
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* **Commit Messages:** Use the [Conventional Commits](https://www.conventionalcommits.org/) format.
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* `feat: add user login endpoint`
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* `fix: resolve database connection timeout`
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* `refactor: split monolith dependency file`
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* **Atomic Commits:** Keep commits small. One logical change = one commit.
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### 📝 Changelog Maintenance
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* **Update `CHANGELOG.md`** with every user-facing change.
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* Format: `## [Unreleased] - YYYY-MM-DD` followed by `### Added`, `### Changed`, or `### Fixed`.
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---
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## 2. FastAPI Architecture & Best Practices
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*Reference: [FastAPI Best Practices](https://github.com/zhanymkanov/fastapi-best-practices)*
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### 📂 Project Structure (Directory-based, NOT File-type based)
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Do **not** group files by type (e.g., one huge `routers` folder). Group by **domain/module** inside a `src/` directory.
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**Correct Structure:**
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```text
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src/
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├── auth/
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│ ├── router.py # Endpoints
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│ ├── schemas.py # Pydantic models
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│ ├── service.py # Business logic (CRUD, etc.)
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│ ├── dependencies.py# Module-specific dependencies
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│ └── config.py # Module-specific settings
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├── posts/
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│ ├── router.py
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│ └── ...
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└── main.py # App entry point |