[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Configure logging for tensors package

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Add logging for generation requests and results

- Log prompt, model, size, steps on generate request
- Log completion with prompt_id and image count
- Log warnings/errors on failures

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/comfyui_api_routes.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Include trigger words in /api/db/files response

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/db.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Add separate VAE loader for SDXL/Illustrious/Pony models

- Use sdxl_vae.safetensors by default instead of checkpoint VAE
- Add vae parameter to generate_image and API endpoint
- Better quality for modern SDXL-based models

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/comfyui.py, tensors/server/comfyui_api_routes.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Enable CORS for local development

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] format: auto-format code [skip ci]

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/comfyui.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] style: auto-fix ruff warnings [skip ci]

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/comfyui.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Update

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/cli.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
💬 Commit message: Update 2026-02-21 05:21:26, 3 files, 126 lines

📁 Files changed: 3
📝 Lines changed: 126

  • .gitignore
  • cli.py
  • comfyui.py

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/cli.py, tensors/comfyui.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+b7e8512

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+9883929

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] format: auto-format code [skip ci]

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/cli.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+f07a1e6

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Add --count option for batch image generation

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/cli.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+43a76b0

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] format: auto-format code [skip ci]

[Tool] Edit applied successfully.

[Assistant] Applied changes to scripts/reinstall.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] style: auto-fix ruff warnings [skip ci]

[Tool] Edit applied successfully.

[Assistant] Applied changes to scripts/reinstall.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+65cbd37

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Add hash-suffixed versioning and git-based reinstall command

[Tool] Edit applied successfully.

[Assistant] Applied changes to scripts/reinstall.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+82570e7

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+1c884d2

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+98bb467

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+e2f7a7c

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+066756f

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+8bdd319

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Version 0.1.18+093179c

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Add /api/comfyui/image endpoint for fetching generated images

Allows web clients to retrieve images by filename after generation.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/comfyui_api_routes.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Fix OpenAPI schema: exclude proxy routes from schema

The /comfy/{path} proxy route was generating duplicate operationIds
for each HTTP method, causing OpenAPI validation to fail.

Exclude all ComfyUI proxy/auth routes from schema - they're not meant
to be used by API clients.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/comfyui_routes.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Phase 4: Configuration (config.py)

Add ComfyUI configuration functions:
- `get_comfyui_url()` - URL resolution (env var -> config -> default)
- `get_comfyui_defaults()` - Default generation parameters from config

Config section in config.toml:
    [comfyui]
    url = "http://127.0.0.1:8188"
    default_model = "flux1-dev-fp8.safetensors"
    width = 1024
    height = 1024
    steps = 20
    cfg = 7.0
    sampler = "euler"
    scheduler = "normal"

Updated comfyui.py to use config functions instead of hardcoded values.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/comfyui.py, tensors/config.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Add configurable model paths

- Add [paths] section to config.toml for custom model directories
- Add get_model_paths() function that merges config with defaults
- Update get_default_output_path() to check config first
- Add --set-path option to tsr config command
- Update download_routes.py to use centralized path function
- Add tests for path configuration

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/cli.py, tensors/config.py, tensors/server/download_routes.py, tests/test_tensors.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Fix lint errors in OAuth routes

- Break long SVG path lines in login pages (E501)
- Remove unused request parameter from callbacks (ARG001)
- Add noqa for too-many-returns in OAuth callbacks (PLR0911)
- Remove unused CORSMiddleware import
- Fix type narrowing in logout redirect

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/__init__.py, tensors/server/auth_routes.py, tensors/server/comfyui_routes.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Strip Origin header - ComfyUI blocks CORS requests

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/comfyui_routes.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Add debug logging

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/comfyui_routes.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Add manual CORS headers to ComfyUI proxy

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/comfyui_routes.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User] Disable CORS entirely

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Fix CORS: allow_credentials must be False for wildcard origins

CORS spec doesn't allow credentials with wildcard origins.
This was causing 403 for all crossorigin module preloads.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/__init__.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Allow entire assets/ path without auth for ComfyUI proxy

Simpler approach - just allow all requests to assets/ directory.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/comfyui_routes.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Allow CORS preflight OPTIONS requests without auth

CORS preflight requests don't send cookies, so they were failing auth.
Now OPTIONS requests are allowed through without authentication.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/comfyui_routes.py.


[System]
You are a Python coding agent. Execute implementation tasks precisely and completely.

## Constraints

- Type hints on ALL new function signatures (params + return)
- `pathlib.Path` over `os.path` for filesystem operations
- `uv` for dependency management if `pyproject.toml` present — never raw `pip install`
- Pydantic v2 for data models (no v1 `BaseModel` patterns: `.dict()` → `.model_dump()`)
- `pytest` + `pytest-asyncio` for testing — no `unittest`, no `nose`
- `ruff` for lint + format — respect existing `ruff.toml` / `pyproject.toml [tool.ruff]`

## Workflow

1. Read `pyproject.toml` (or `setup.py`, `requirements.txt`) to understand deps and tooling
2. Check for `ruff.toml`, `.flake8`, `mypy.ini` — respect existing lint config
3. Match existing style — run `git log -5 --oneline` for commit convention
4. Implement with focused, minimal diffs
5. Run `ruff check .` — fix violations
6. Run `ruff format .` — apply formatting
7. Run `pytest` (or project-specific test command) — fix failures
8. If `mypy` is configured: run `mypy --strict <changed_paths>` — fix type errors

## Verification

After every change cycle:
```
ruff check .
ruff format --check .
pytest                    # (or project-specific test command)
```

If mypy is in the project's dev dependencies, also:
```
mypy --strict <changed_files>
```

All must pass before reporting success.

## Framework Detection

Check project structure:
- `app/` + `manage.py` → Django
- `app.py` or `main.py` with `Flask` import → Flask
- `main.py` with `FastAPI` → FastAPI (use `uvicorn` to test-run)
- `noxfile.py` → use `nox` for test orchestration
- `tox.ini` → use `tox` for test orchestration

Follow the framework's conventions for route definitions, middleware, configuration.

## Commit Style

- Stage only changed files: `git add <paths>`
- Match repo's format (check `git log -5 --oneline`)
- Common format: `<type>(<scope>): <subject>`

## Memory Trail

After completing work, store results:
- What you built, file paths, key decisions → subject: `project.<name>.build-result`
- Anything unresolved or worked around → subject: `project.<name>.unresolved`
- Things you noticed out of scope → subject: `project.<name>.out-of-scope`
- Bugs found and how you fixed them → subject: `project.<name>.errors`

[User]
Allow static assets without auth for ComfyUI proxy

modulepreload links use crossorigin attribute which doesn't send
cookies, so static assets (JS, CSS, fonts, images, JSON) are now
allowed without session authentication.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/comfyui_routes.py.