[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]
Remove redundant /api/civitai/search endpoint

Unified search at /api/search handles both CivitAI and HuggingFace.
CivitAI routes now only provide:
- /api/civitai/model/{id} - get model by ID

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

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/civitai_routes.py, tests/test_server.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]
Make console parameter optional in search_civitai

- Console is now optional for headless/server usage
- Progress spinner only shown when console is provided
- Error messages print only when console is provided

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

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/api.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 formatting issues

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

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/hf.py, tests/test_server.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 ignores for test files

- Add PLC0415, ARG001, ARG005, F841 to test file ignores
- Remove now-redundant inline noqa comments

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

[Tool] Edit applied successfully.

[Assistant] Applied changes to tests/test_server.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]
Bump to v0.1.18, add icon and badges to README

- Add SVG icon with red rounded border "T"
- Add PyPI version, coverage, Python version, and license badges
- Remove video embed from README
- Center header with icon

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] Bump version to 0.1.17

[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]
💬 Commit message: Update 2026-02-15 18:38:39, 2 files, 121 lines

📁 Files changed: 2
📝 Lines changed: 121

  • README.md
  • civitai_routes.py

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/civitai_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]
💬 Commit message: Update 2026-02-15 18:22:20, 3 files, 101 lines

📁 Files changed: 3
📝 Lines changed: 101

  • config.py
  • __init__.py
  • auth.py

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/config.py, tensors/server/__init__.py, tensors/server/auth.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 2026-02-15 18:14:49, 1 files, 39 lines

📁 Files changed: 1
📝 Lines changed: 39

  • cli.py

[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 2026-02-15 17:55:57, 7 files, 47 lines

📁 Files changed: 7
📝 Lines changed: 47

  • pyproject.toml
  • __init__.py
  • civitai_routes.py
  • db_routes.py
  • download_routes.py
  • gallery_routes.py
  • uv.lock

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/__init__.py, tensors/server/civitai_routes.py, tensors/server/db_routes.py, tensors/server/download_routes.py, tensors/server/gallery_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]
💬 Commit message: Update 2026-02-15 17:50:28, 6 files, 110 lines

📁 Files changed: 6
📝 Lines changed: 110

  • deploy.md
  • Dockerfile
  • Dockerfile.rocm
  • README.md
  • deploy.sh
  • cli.py

[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 2026-02-15 05:34:38, 4 files, 75 lines

📁 Files changed: 4
📝 Lines changed: 75

  • .coverage
  • gguf.sh
  • cli.py
  • generate_routes.py

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/cli.py, tensors/server/generate_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 simple web gallery UI

- Mobile-friendly responsive grid
- GLightbox for lightbox functionality (CDN)
- Served at root (/) endpoint

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 --remote support to reload command

Now uses default remote like other commands.

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

[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]
Fix TOML save order: write scalars before sections

TOML sections capture all subsequent keys until the next section.
default_remote was being written after [remotes] section, making
it appear as part of remotes dict instead of top-level config.

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

[Tool] Edit applied successfully.

[Assistant] Applied changes to 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]
Explicitly inherit environment when spawning sd-server

Ensures HSA_OVERRIDE_GFX_VERSION and other env vars are passed
to sd-server subprocess for ROCm GPU compatibility.

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

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/process.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 wait_ready to poll root endpoint instead of /health

sd-server doesn't have a /health endpoint - it returns 404.
The root endpoint (/) returns 200 with "Stable Diffusion Server is running".

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

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/process.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 TC003: Move Path import to TYPE_CHECKING block

Path was imported at top level but only used in type hints,
causing ruff TC003 error in CI.

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

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/client.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 2.3: Add /api/db/* endpoints

Add database REST API endpoints to FastAPI server:
- GET /api/db/files - List local files with CivitAI info
- GET /api/db/files/{id} - Get file by ID
- GET /api/db/models - Search cached models
- GET /api/db/models/{civitai_id} - Get model by CivitAI ID
- GET /api/db/triggers - Get triggers by file path
- GET /api/db/triggers/{version_id} - Get triggers by version ID
- GET /api/db/stats - Database statistics
- POST /api/db/scan - Scan directory for safetensors
- POST /api/db/link - Link unlinked files to CivitAI
- POST /api/db/cache - Fetch and cache CivitAI model data

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/db_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 wait_ready crashing after sd-server binds port during model load

Only ConnectError was caught, so once the port opened but the model
was still loading, health check timeouts (ReadTimeout) and connection
resets (ReadError) would crash the polling loop instead of retrying.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/server/process.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 status and reload client commands for remote wrapper

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

[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] chore: bump version to 0.1.5

[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] Fix PLR2004/PLR0911: replace magic values with constants, refactor _resolve_version_id

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors/api.py, tensors/cli.py, tensors/display.py, tensors/safetensor.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 2026-02-03 22:22:59, 1 files, 3 lines

📁 Files changed: 1
📝 Lines changed: 3

  • tensors.py

[Tool] Edit applied successfully.

[Assistant] Applied changes to 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]
💬 Commit message: Update 2026-02-03 22:19:25, 2 files, 81 lines

📁 Files changed: 2
📝 Lines changed: 81

  • settings.local.json
  • tensors.py

[Tool] Edit applied successfully.

[Assistant] Applied changes to 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] 💬 Commit message: Update 2026-02-03 21:08:00, 3 files

[Tool] Edit applied successfully.

[Assistant] Applied changes to 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] 💬 Commit message: Update 2026-02-03 20:55:19, 5 files

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to tensors.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]
💬 Commit message: Update 2026-01-28 02:46:46, 1 files, 60 lines

📁 Files changed: 1
📝 Lines changed: 60

  • tensors.py

[Tool] Edit applied successfully.

[Assistant] Applied changes to 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]
💬 Commit message: Update 2026-01-26 22:37:16, 1 files, 3 lines

📁 Files changed: 1
📝 Lines changed: 3

  • tensors.py

[Tool] Edit applied successfully.

[Assistant] Applied changes to 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]
💬 Commit message: Update 2026-01-26 22:36:18, 1 files, 19 lines

📁 Files changed: 1
📝 Lines changed: 19

  • tensors.py

[Tool] Edit applied successfully.

[Assistant] Applied changes to 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]
💬 Commit message: Update 2026-01-26 22:34:40, 2 files, 42 lines

📁 Files changed: 2
📝 Lines changed: 42

  • pyproject.toml
  • tensors.py

[Tool] Edit applied successfully.

[Assistant] Applied changes to 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]
💬 Commit message: Update 2026-01-26 22:23:24, 1 files, 156 lines

📁 Files changed: 1
📝 Lines changed: 156

  • tensors.py

[Tool] Edit applied successfully.

[Assistant] Applied changes to 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]
💬 Commit message: Update 2026-01-26 09:45:57, 5 files, 18 lines

📁 Files changed: 5
📝 Lines changed: 18

  • build.py
  • check.py
  • pyproject.toml
  • tensors.py
  • uv.lock

[Tool] Edit applied successfully.

[Tool] Edit applied successfully.

[Assistant] Applied changes to build.py, check.py, 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]
💬 Commit message: Update 2026-01-24 19:28:40, 1 files, 26 lines

📁 Files changed: 1
📝 Lines changed: 26

  • sft_get.py

[Tool] Edit applied successfully.

[Assistant] Applied changes to sft_get.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 2026-01-24 19:24:38, 1 files, 52 lines

📁 Files changed: 1
📝 Lines changed: 52

  • sft_get.py

[Tool] Edit applied successfully.

[Assistant] Applied changes to sft_get.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]
test(persona): SWARM persona references new Phase 1+3 tools (#7)

Validates that swarm/persona.toml after Phase 2 refresh:
- Loads via file fallback
- References all 8 new tool names (dispatch_task, claim_task, release_task,
  update_task_status, list_claims_by_node, gh_project_poll, gh_card_update,
  gh_pr_create)
- Has POLL LOOP + FAN-IN SYNTHESIS + @aladac interlock anchors
- Doesn't regress bt7274 builtin

3 new tests, all green (120 total).

Co-authored-by: aladac <aladac@saiden.dev>

[Tool] Edit applied successfully.

[Assistant] Applied changes to tests/test_persona.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]
feat(provider): unblock built-in tools in FULL_HOST allowlist

The SDK passes `--allowedTools` to the bundled CLI as an explicit
allowlist. Without built-ins (Read, Bash, Edit, Write, Glob, Grep,
WebFetch, WebSearch, Task, TodoWrite, NotebookEdit, BashOutput,
KillShell, ExitPlanMode) in that list, the model can never invoke
them — symptoms in Zed ACP sessions are the model hallucinating
"permission not granted" refusals in plain text instead of calling
the tool.

Fix: in FULL_HOST mode, extend allowed_tools with the standard
Claude Code built-in tool names before constructing
ClaudeAgentOptions. Sandboxed deployments retain the narrower
in-process MCP surface.

Pair with the previous commit (--dangerously-skip-permissions): the
flag alone doesn't help when the tool isn't in the allowlist; the
allowlist alone leaves a permission gate to navigate. Both together
deliver the unsandboxed posture FULL_HOST is meant to express.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to src/marauder_agent/providers/claude.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]
feat(provider): pass --dangerously-skip-permissions in FULL_HOST mode

The SDK currently translates permission_mode='bypassPermissions' into
the softer --permission-mode bypassPermissions CLI flag. On trusted
single-tenant boxes (FULL_HOST=true) we want belt-and-braces — the
explicit --dangerously-skip-permissions flag short-circuits the
permission layer at the CLI level, removing the residual prompt-path
that surfaced as "Pilot, approve the prompt" hallucinations in Zed-ACP
sessions when the SDK's internal gate intercepted a tool call.

Wired via ClaudeAgentOptions.extra_args (None value = bare boolean
flag, per _build_command in
claude_agent_sdk._internal.transport.subprocess_cli).

Gated behind FULL_HOST so multi-tenant deployments retain the SDK
default permission layer.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

[Tool] Edit applied successfully.

[Assistant] Applied changes to src/marauder_agent/providers/claude.py.