instruction stringclasses 100
values | code stringlengths 78 193k | response stringlengths 259 170k | file stringlengths 59 203 |
|---|---|---|---|
Add docstrings to my Python code |
import zipfile
from pathlib import Path
def verify_file(file_path: str) -> dict:
path = Path(file_path)
if not path.exists():
return {"valid": False, "format": "unknown", "file_size": 0, "details": "File not found"}
size = path.stat().st_size
if size == 0:
return {"valid": False, "fo... | --- +++ @@ -1,9 +1,14 @@+"""Export utilities — file format verification for downloaded AnyGen outputs."""
import zipfile
from pathlib import Path
def verify_file(file_path: str) -> dict:
+ """Verify a downloaded file's integrity and format.
+
+ Returns {"valid": bool, "format": str, "file_size": int, "de... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/anygen/agent-harness/cli_anything/anygen/core/export.py |
Help me comply with documentation standards |
from typing import Dict, Any, List, Optional
def add_label(
project: Dict[str, Any],
start: float,
end: Optional[float] = None,
text: str = "",
) -> Dict[str, Any]:
labels = project.setdefault("labels", [])
if start < 0:
raise ValueError(f"Label start must be >= 0, got {start}")
... | --- +++ @@ -1,3 +1,9 @@+"""Audacity CLI - Label/marker management module.
+
+Labels mark timestamps or time ranges in an audio project.
+They are commonly used for marking sections, timestamps for
+transcription, and chapter markers.
+"""
from typing import Dict, Any, List, Optional
@@ -8,6 +14,7 @@ end: Optio... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/audacity/agent-harness/cli_anything/audacity/core/labels.py |
Add docstrings for better understanding |
import json
import os
import copy
from typing import Dict, Any, Optional, List
from datetime import datetime
def _locked_save_json(path, data, **dump_kwargs) -> None:
try:
f = open(path, "r+")
except FileNotFoundError:
os.makedirs(os.path.dirname(os.path.abspath(path)), exist_ok=True)
... | --- +++ @@ -1,3 +1,4 @@+"""Blender CLI - Session management with undo/redo."""
import json
import os
@@ -7,6 +8,7 @@
def _locked_save_json(path, data, **dump_kwargs) -> None:
+ """Atomically write JSON with exclusive file locking."""
try:
f = open(path, "r+")
except FileNotFoundError:
@@ -... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/blender/agent-harness/cli_anything/blender/core/session.py |
Improve my code by adding docstrings |
import json
import os
import copy
from datetime import datetime
from typing import Optional, Dict, Any, List
# Scene profiles (common setups)
PROFILES = {
"default": {
"resolution_x": 1920, "resolution_y": 1080,
"engine": "CYCLES", "samples": 128, "fps": 24,
},
"preview": {
"resol... | --- +++ @@ -1,3 +1,4 @@+"""Blender CLI - Scene/project management module."""
import json
import os
@@ -64,6 +65,7 @@ frame_start: int = 1,
frame_end: int = 250,
) -> Dict[str, Any]:
+ """Create a new Blender scene (JSON project)."""
if profile and profile in PROFILES:
p = PROFILES[profile... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/blender/agent-harness/cli_anything/blender/core/scene.py |
Generate docstrings with examples |
import os
import json
from typing import Dict, Any, Optional, List
from datetime import datetime
# Render presets
RENDER_PRESETS = {
"cycles_default": {
"engine": "CYCLES",
"samples": 128,
"use_denoising": True,
"resolution_percentage": 100,
},
"cycles_high": {
"en... | --- +++ @@ -1,3 +1,8 @@+"""Blender CLI - Render settings and export module.
+
+Handles render configuration, preset management, and bpy script generation
+for actual Blender rendering.
+"""
import os
import json
@@ -69,6 +74,24 @@ output_path: Optional[str] = None,
preset: Optional[str] = None,
) -> Dict[... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/blender/agent-harness/cli_anything/blender/core/render.py |
Add docstrings for internal functions |
import copy
from typing import Dict, Any, List, Optional
# Default Principled BSDF material
DEFAULT_MATERIAL = {
"type": "principled",
"color": [0.8, 0.8, 0.8, 1.0],
"metallic": 0.0,
"roughness": 0.5,
"specular": 0.5,
"emission_color": [0.0, 0.0, 0.0, 1.0],
"emission_strength": 0.0,
"... | --- +++ @@ -1,3 +1,4 @@+"""Blender CLI - Material management module."""
import copy
from typing import Dict, Any, List, Optional
@@ -30,12 +31,14 @@
def _next_id(project: Dict[str, Any]) -> int:
+ """Generate the next unique material ID."""
materials = project.get("materials", [])
existing_ids = [m... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/blender/agent-harness/cli_anything/blender/core/materials.py |
Write docstrings for this repository |
import copy
from typing import Dict, Any, List, Optional
import math
# Camera types
CAMERA_TYPES = ["PERSP", "ORTHO", "PANO"]
# Light types and their default properties
LIGHT_TYPES = {
"POINT": {"power": 1000.0, "color": [1.0, 1.0, 1.0], "radius": 0.25},
"SUN": {"power": 1.0, "color": [1.0, 1.0, 1.0], "angl... | --- +++ @@ -1,3 +1,4 @@+"""Blender CLI - Camera and light management module."""
import copy
from typing import Dict, Any, List, Optional
@@ -66,6 +67,23 @@ clip_end: float = 1000.0,
set_active: bool = False,
) -> Dict[str, Any]:
+ """Add a camera to the scene.
+
+ Args:
+ project: The scene d... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/blender/agent-harness/cli_anything/blender/core/lighting.py |
Add docstrings including usage examples |
from typing import Dict, Any, List, Optional
# Modifier registry: maps modifier type -> specification
MODIFIER_REGISTRY = {
"subdivision_surface": {
"category": "generate",
"description": "Subdivide mesh for smoother appearance",
"bpy_type": "SUBSURF",
"params": {
"lev... | --- +++ @@ -1,3 +1,4 @@+"""Blender CLI - Modifier registry and management module."""
from typing import Dict, Any, List, Optional
@@ -115,6 +116,7 @@
def list_available(category: Optional[str] = None) -> List[Dict[str, Any]]:
+ """List available modifiers, optionally filtered by category."""
result = [... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/blender/agent-harness/cli_anything/blender/core/modifiers.py |
Add verbose docstrings with examples |
import os
import wave
import math
import struct
from typing import Dict, Any, Optional, List, Tuple
from cli_anything.audacity.utils.audio_utils import (
generate_sine_wave,
generate_silence,
mix_audio,
apply_gain,
apply_fade_in,
apply_fade_out,
apply_reverse,
apply_echo,
apply_low... | --- +++ @@ -1,3 +1,11 @@+"""Audacity CLI - Export/mixdown/rendering pipeline module.
+
+This module handles the critical rendering step: mixing all tracks
+with their clips and effects, then exporting to audio file formats.
+
+Uses ONLY Python stdlib (wave, struct, math) for WAV rendering.
+Effects are applied in the a... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/audacity/agent-harness/cli_anything/audacity/core/export.py |
Turn comments into proper docstrings |
import os
import wave
import struct
from typing import Dict, Any, Optional
def probe_audio(path: str) -> Dict[str, Any]:
if not os.path.exists(path):
raise FileNotFoundError(f"Audio file not found: {path}")
abs_path = os.path.abspath(path)
info = {
"path": abs_path,
"filename": o... | --- +++ @@ -1,3 +1,8 @@+"""Audacity CLI - Audio probing and media analysis module.
+
+Uses the wave module (stdlib) to probe WAV files and extract
+metadata such as sample rate, channels, duration, bit depth.
+"""
import os
import wave
@@ -6,6 +11,7 @@
def probe_audio(path: str) -> Dict[str, Any]:
+ """Analy... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/audacity/agent-harness/cli_anything/audacity/core/media.py |
Write clean docstrings for readability |
import copy
from typing import Dict, Any, List, Optional
# Valid mesh primitive types and their default parameters
MESH_PRIMITIVES = {
"cube": {"size": 2.0},
"sphere": {"radius": 1.0, "segments": 32, "rings": 16},
"cylinder": {"radius": 1.0, "depth": 2.0, "vertices": 32},
"cone": {"radius1": 1.0, "ra... | --- +++ @@ -1,3 +1,4 @@+"""Blender CLI - 3D object management module."""
import copy
from typing import Dict, Any, List, Optional
@@ -19,12 +20,14 @@
def _next_id(project: Dict[str, Any], collection_key: str = "objects") -> int:
+ """Generate the next unique ID for a collection."""
items = project.get(c... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/blender/agent-harness/cli_anything/blender/core/objects.py |
Document this module using docstrings |
from typing import Dict, Any, List, Optional
# Effect registry: maps effect name -> parameter specifications
EFFECT_REGISTRY = {
"amplify": {
"category": "volume",
"description": "Amplify or attenuate audio by a dB amount",
"params": {
"gain_db": {"type": "float", "default": 0... | --- +++ @@ -1,3 +1,9 @@+"""Audacity CLI - Effect registry and management module.
+
+Provides a registry of audio effects with parameter specifications,
+and functions to add/remove/modify effects on tracks. Effects are
+stored in the project JSON and applied during export/render.
+"""
from typing import Dict, Any, L... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/audacity/agent-harness/cli_anything/audacity/core/effects.py |
Can you add docstrings to this Python file? |
from typing import Dict, Any, List, Optional
# Valid keyframe properties that can be animated
ANIMATABLE_PROPERTIES = [
"location", "rotation", "scale", "visible",
"material.color", "material.metallic", "material.roughness",
"material.alpha", "material.emission_strength",
]
# Keyframe interpolation type... | --- +++ @@ -1,3 +1,4 @@+"""Blender CLI - Animation and keyframe management module."""
from typing import Dict, Any, List, Optional
@@ -21,6 +22,19 @@ value: Any,
interpolation: str = "BEZIER",
) -> Dict[str, Any]:
+ """Add a keyframe to an object.
+
+ Args:
+ project: The scene dict
+ ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/blender/agent-harness/cli_anything/blender/core/animation.py |
Add docstrings to improve code quality | #!/usr/bin/env python3
import sys
import os
import json
import click
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from cli_anything.comfyui.core import workflows as workflow_mod
from cli_anything.comfyui.core import queue as queue_mod
from cli_anything.comfyui.core import models as... | --- +++ @@ -1,354 +1,409 @@-#!/usr/bin/env python3
-
-import sys
-import os
-import json
-import click
-
-sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
-
-from cli_anything.comfyui.core import workflows as workflow_mod
-from cli_anything.comfyui.core import queue as queue_mod
-from cli... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/comfyui/agent-harness/cli_anything/comfyui/comfyui_cli.py |
Add professional docstrings to my codebase |
from pathlib import Path
from cli_anything.comfyui.utils.comfyui_backend import api_get_raw
from cli_anything.comfyui.core.queue import get_prompt_history
def list_output_images(base_url: str, prompt_id: str) -> list[dict]:
history = get_prompt_history(base_url, prompt_id)
outputs = history.get("outputs", ... | --- +++ @@ -1,88 +1,137 @@-
-from pathlib import Path
-
-from cli_anything.comfyui.utils.comfyui_backend import api_get_raw
-from cli_anything.comfyui.core.queue import get_prompt_history
-
-
-def list_output_images(base_url: str, prompt_id: str) -> list[dict]:
- history = get_prompt_history(base_url, prompt_id)
-
-... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/comfyui/agent-harness/cli_anything/comfyui/core/images.py |
Fully document this Python code with docstrings |
import os
import shutil
import subprocess
from typing import Optional, List
def find_sox() -> str:
path = shutil.which("sox")
if path:
return path
raise RuntimeError(
"SoX is not installed. Install it with:\n"
" apt install sox # Debian/Ubuntu"
)
def get_version() -> str:... | --- +++ @@ -1,3 +1,11 @@+"""SoX backend — invoke SoX for audio processing and format conversion.
+
+SoX (Sound eXchange) is the Swiss Army knife of audio processing.
+Audacity uses it for many of its effects.
+
+Requires: sox (system package)
+ apt install sox
+"""
import os
import shutil
@@ -6,6 +14,7 @@
de... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/audacity/agent-harness/cli_anything/audacity/utils/sox_backend.py |
Add docstrings with type hints explained | #!/usr/bin/env python3
import sys
import os
import json
import click
from typing import Optional
# Add parent to path for imports
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from cli_anything.blender.core.session import Session
from cli_anything.blender.core import scene as scene_... | --- +++ @@ -1,4 +1,18 @@ #!/usr/bin/env python3
+"""Blender CLI — A stateful command-line interface for 3D scene editing.
+
+This CLI provides full 3D scene management capabilities using a JSON
+scene description format, with bpy script generation for actual rendering.
+
+Usage:
+ # One-shot commands
+ python3 -m... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/blender/agent-harness/cli_anything/blender/blender_cli.py |
Add minimal docstrings for each function |
import os
import shutil
import tempfile
from typing import Optional
from ..utils import drawio_xml
from ..utils import drawio_backend
from .session import Session
# Export format configurations
EXPORT_FORMATS = {
"png": {"ext": ".png", "description": "PNG image (raster)"},
"pdf": {"ext": ".pdf", "descriptio... | --- +++ @@ -1,3 +1,4 @@+"""Export/render operations: export diagrams to PNG, PDF, SVG."""
import os
import shutil
@@ -20,6 +21,7 @@
def list_formats() -> list[dict]:
+ """List all available export formats."""
return [
{"name": name, **info}
for name, info in sorted(EXPORT_FORMATS.items... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/drawio/agent-harness/cli_anything/drawio/core/export.py |
Improve documentation using docstrings |
from typing import Dict, Any, List, Optional
def add_track(
project: Dict[str, Any],
name: Optional[str] = None,
track_type: str = "audio",
volume: float = 1.0,
pan: float = 0.0,
) -> Dict[str, Any]:
tracks = project.setdefault("tracks", [])
if track_type not in ("audio", "label"):
... | --- +++ @@ -1,3 +1,9 @@+"""Audacity CLI - Track management module.
+
+Handles adding, removing, renaming, and configuring audio tracks.
+Each track has properties: name, type, mute, solo, volume, pan,
+plus lists of clips and effects.
+"""
from typing import Dict, Any, List, Optional
@@ -9,6 +15,7 @@ volume: f... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/audacity/agent-harness/cli_anything/audacity/core/tracks.py |
Add docstrings to improve collaboration |
import os
import sys
# ── ANSI color codes (no external deps for core styling) ──────────────
_RESET = "\033[0m"
_BOLD = "\033[1m"
_DIM = "\033[2m"
_ITALIC = "\033[3m"
_UNDERLINE = "\033[4m"
# Brand colors
_CYAN = "\033[38;5;80m" # cli-anything brand cyan
_CYAN_BG = "\033[48;5;80m"
_WHITE = "\033[97m"
_GRAY =... | --- +++ @@ -1,3 +1,22 @@+"""cli-anything REPL Skin — Unified terminal interface for all CLI harnesses.
+
+Copy this file into your CLI package at:
+ cli_anything/<software>/utils/repl_skin.py
+
+Usage:
+ from cli_anything.<software>.utils.repl_skin import ReplSkin
+
+ skin = ReplSkin("shotcut", version="1.0.0"... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/audacity/agent-harness/cli_anything/audacity/utils/repl_skin.py |
Document all public functions with docstrings |
import json
import os
import copy
from typing import Dict, Any, Optional, List
def _locked_save_json(path, data, **dump_kwargs) -> None:
try:
f = open(path, "r+")
except FileNotFoundError:
os.makedirs(os.path.dirname(os.path.abspath(path)), exist_ok=True)
f = open(path, "w")
with ... | --- +++ @@ -1,3 +1,8 @@+"""Audacity CLI - Session management with undo/redo.
+
+Same pattern as GIMP/Blender CLIs: maintains project state with a
+snapshot-based undo/redo stack using deep copy.
+"""
import json
import os
@@ -6,6 +11,7 @@
def _locked_save_json(path, data, **dump_kwargs) -> None:
+ """Atomica... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/audacity/agent-harness/cli_anything/audacity/core/session.py |
Add inline docstrings for readability |
import os
import shutil
import subprocess
from typing import Optional
def find_drawio() -> str:
# Common executable names across platforms
candidates = ["draw.io", "drawio", "draw.io.exe"]
for name in candidates:
path = shutil.which(name)
if path:
return path
# macOS app... | --- +++ @@ -1,3 +1,15 @@+"""Draw.io backend — invoke draw.io desktop CLI for diagram export.
+
+The draw.io desktop app (Electron-based) supports command-line export:
+ draw.io -x input.drawio -o output.png -f png
+ draw.io -x input.drawio -o output.pdf -f pdf
+ draw.io -x input.drawio -o output.svg -f svg
+
+... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/drawio/agent-harness/cli_anything/drawio/utils/drawio_backend.py |
Please document this code using docstrings |
from ..utils import drawio_xml
from .session import Session
def list_connectors(session: Session, diagram_index: int = 0) -> list[dict]:
if not session.is_open:
raise RuntimeError("No project is open")
cells = drawio_xml.get_edges(session.root, diagram_index)
return [drawio_xml.get_cell_info(c) f... | --- +++ @@ -1,9 +1,11 @@+"""Connector (edge) operations: add, remove, modify, list."""
from ..utils import drawio_xml
from .session import Session
def list_connectors(session: Session, diagram_index: int = 0) -> list[dict]:
+ """List all connectors (edges) on a page."""
if not session.is_open:
... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/drawio/agent-harness/cli_anything/drawio/core/connectors.py |
Write docstrings for utility functions |
import requests
from typing import Any
# Default ComfyUI server URL
DEFAULT_BASE_URL = "http://localhost:8188"
def api_get(base_url: str, endpoint: str, params: dict | None = None) -> Any:
url = f"{base_url.rstrip('/')}{endpoint}"
try:
resp = requests.get(url, params=params, timeout=30)
resp... | --- +++ @@ -1,96 +1,156 @@-
-import requests
-from typing import Any
-
-# Default ComfyUI server URL
-DEFAULT_BASE_URL = "http://localhost:8188"
-
-
-def api_get(base_url: str, endpoint: str, params: dict | None = None) -> Any:
- url = f"{base_url.rstrip('/')}{endpoint}"
- try:
- resp = requests.get(url, p... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/comfyui/agent-harness/cli_anything/comfyui/utils/comfyui_backend.py |
Add docstrings to improve readability |
import os
import time
from xml.etree import ElementTree as ET
from typing import Optional
# ============================================================================
# File I/O
# ============================================================================
def parse_drawio(path: str) -> ET.Element:
if not os.... | --- +++ @@ -1,3 +1,27 @@+"""Draw.io XML manipulation utilities.
+
+Draw.io files (.drawio) are XML-based, using the mxGraph format.
+We manipulate them directly by parsing and modifying the XML tree.
+
+Structure:
+ <mxfile>
+ <diagram id="..." name="Page-1">
+ <mxGraphModel dx="..." dy="..." ...>
+ ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/drawio/agent-harness/cli_anything/drawio/utils/drawio_xml.py |
Add docstrings that explain purpose and usage |
from typing import Dict, Any, List, Optional, Tuple
# Filter registry: maps CLI name -> implementation details
FILTER_REGISTRY = {
# Image Adjustments
"brightness": {
"category": "adjustment",
"description": "Adjust image brightness",
"params": {"factor": {"type": "float", "default": ... | --- +++ @@ -1,3 +1,4 @@+"""GIMP CLI - Filter registry and application module."""
from typing import Dict, Any, List, Optional, Tuple
@@ -214,6 +215,7 @@
def list_available(category: Optional[str] = None) -> List[Dict[str, Any]]:
+ """List available filters, optionally filtered by category."""
result = ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/gimp/agent-harness/cli_anything/gimp/core/filters.py |
Add docstrings that explain logic |
import os
import json
import subprocess
from typing import Dict, Any, Optional
def probe_image(path: str) -> Dict[str, Any]:
if not os.path.exists(path):
raise FileNotFoundError(f"Image file not found: {path}")
info: Dict[str, Any] = {
"path": os.path.abspath(path),
"filename": os.pa... | --- +++ @@ -1,3 +1,9 @@+"""GIMP CLI - Media file analysis module.
+
+Uses Pillow when available for rich metadata (EXIF, histograms). Falls back
+to pure-Python header parsing for basic dimensions / format detection when
+Pillow is not installed.
+"""
import os
import json
@@ -6,6 +12,11 @@
def probe_image(pat... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/gimp/agent-harness/cli_anything/gimp/core/media.py |
Add detailed documentation for each class |
import math
import struct
import wave
import array
import os
from typing import List, Tuple, Optional
def generate_sine_wave(
frequency: float = 440.0,
duration: float = 1.0,
sample_rate: int = 44100,
amplitude: float = 0.5,
channels: int = 1,
) -> List[float]:
num_samples = int(duration * sa... | --- +++ @@ -1,3 +1,11 @@+"""Audacity CLI - Audio utility functions.
+
+Pure Python audio processing using only stdlib (wave, struct, math, array).
+These functions handle raw PCM audio data as lists or arrays of samples.
+
+All internal audio is represented as lists of float samples in [-1.0, 1.0].
+Multi-channel audio... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/audacity/agent-harness/cli_anything/audacity/utils/audio_utils.py |
Add professional docstrings to my codebase |
import os
import copy
import struct
from typing import Dict, Any, List, Optional
# Valid blend modes
BLEND_MODES = [
"normal", "multiply", "screen", "overlay", "soft_light", "hard_light",
"difference", "darken", "lighten", "color_dodge", "color_burn",
"addition", "subtract", "grain_merge", "grain_extract... | --- +++ @@ -1,3 +1,4 @@+"""GIMP CLI - Layer management module."""
import os
import copy
@@ -27,6 +28,25 @@ offset_x: int = 0,
offset_y: int = 0,
) -> Dict[str, Any]:
+ """Add a new layer to the project.
+
+ Args:
+ project: The project dict
+ name: Layer name
+ layer_type: "imag... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/gimp/agent-harness/cli_anything/gimp/core/layers.py |
Generate missing documentation strings |
import json
import os
import copy
from datetime import datetime
from typing import Optional, Dict, Any, List
# Default canvas profiles
PROFILES = {
"hd1080p": {"width": 1920, "height": 1080, "dpi": 72},
"hd720p": {"width": 1280, "height": 720, "dpi": 72},
"4k": {"width": 3840, "height": 2160, "dpi": 72},... | --- +++ @@ -1,3 +1,4 @@+"""GIMP CLI - Core project management module."""
import json
import os
@@ -36,6 +37,7 @@ name: str = "untitled",
profile: Optional[str] = None,
) -> Dict[str, Any]:
+ """Create a new GIMP CLI project."""
if profile and profile in PROFILES:
p = PROFILES[profile]
... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/gimp/agent-harness/cli_anything/gimp/core/project.py |
Add inline docstrings for readability |
import json
import os
import copy
from typing import Dict, Any, Optional, List
from datetime import datetime
def _locked_save_json(path, data, **dump_kwargs) -> None:
try:
f = open(path, "r+")
except FileNotFoundError:
os.makedirs(os.path.dirname(os.path.abspath(path)), exist_ok=True)
... | --- +++ @@ -1,3 +1,4 @@+"""GIMP CLI - Session management with undo/redo."""
import json
import os
@@ -7,6 +8,7 @@
def _locked_save_json(path, data, **dump_kwargs) -> None:
+ """Atomically write JSON with exclusive file locking."""
try:
f = open(path, "r+")
except FileNotFoundError:
@@ -32,... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/gimp/agent-harness/cli_anything/gimp/core/session.py |
Document all public functions with docstrings | #!/usr/bin/env python3
import sys
import os
import json
import click
from typing import Optional
# Add parent to path for imports
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from cli_anything.gimp.core.session import Session
from cli_anything.gimp.core import project as proj_mod
f... | --- +++ @@ -1,4 +1,19 @@ #!/usr/bin/env python3
+"""GIMP CLI — A stateful command-line interface for image editing.
+
+This CLI provides full image editing capabilities using Pillow as the
+backend engine, with a project format that tracks layers, filters,
+and history.
+
+Usage:
+ # One-shot commands
+ python3 -... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/gimp/agent-harness/cli_anything/gimp/gimp_cli.py |
Provide clean and structured docstrings |
import json
import math
from typing import Dict, Any, Optional, List
def generate_full_script(
project: Dict[str, Any],
output_path: str,
frame: Optional[int] = None,
animation: bool = False,
) -> str:
lines = []
lines.append("#!/usr/bin/env python3")
lines.append('"""Auto-generated Blend... | --- +++ @@ -1,3 +1,8 @@+"""Blender CLI - Generate Blender Python (bpy) scripts from scene JSON.
+
+This module translates a scene JSON into a complete bpy script that can be
+run with: blender --background --python script.py
+"""
import json
import math
@@ -10,6 +15,17 @@ frame: Optional[int] = None,
anima... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/blender/agent-harness/cli_anything/blender/utils/bpy_gen.py |
Add docstrings to improve readability |
import os
import shutil
import subprocess
from typing import Dict, Any, Optional, List
def _script_fu_escape(value: str) -> str:
return (
value.replace("\\", "\\\\")
.replace('"', '\\"')
.replace("\r", "\\r")
.replace("\n", "\\n")
)
def find_gimp() -> str:
for name in ("... | --- +++ @@ -1,3 +1,10 @@+"""GIMP backend — invoke GIMP in batch mode for image processing.
+
+Uses GIMP's Script-Fu batch mode for true image processing.
+
+Requires: gimp (system package)
+ apt install gimp
+"""
import os
import shutil
@@ -6,6 +13,7 @@
def _script_fu_escape(value: str) -> str:
+ """Escap... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/gimp/agent-harness/cli_anything/gimp/utils/gimp_backend.py |
Generate docstrings with examples |
from typing import Dict, Any, List, Optional
from cli_anything.inkscape.utils.svg_utils import generate_id
def add_layer(
project: Dict[str, Any],
name: str = "New Layer",
visible: bool = True,
locked: bool = False,
opacity: float = 1.0,
position: Optional[int] = None,
) -> Dict[str, Any]:
... | --- +++ @@ -1,3 +1,8 @@+"""Inkscape CLI - Layer/group management module.
+
+Layers in Inkscape are SVG <g> elements with inkscape:groupmode="layer".
+This module manages layers in the JSON project format.
+"""
from typing import Dict, Any, List, Optional
@@ -12,6 +17,11 @@ opacity: float = 1.0,
position: ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/core/layers.py |
Expand my code with proper documentation strings |
import os
import shutil
import subprocess
import tempfile
from typing import Optional
def find_blender() -> str:
for name in ("blender",):
path = shutil.which(name)
if path:
return path
raise RuntimeError(
"Blender is not installed. Install it with:\n"
" apt insta... | --- +++ @@ -1,3 +1,8 @@+"""Blender backend — invoke Blender headless for rendering.
+
+Requires: blender (system package)
+ apt install blender
+"""
import os
import shutil
@@ -7,6 +12,7 @@
def find_blender() -> str:
+ """Find the Blender executable. Raises RuntimeError if not found."""
for name in (... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/blender/agent-harness/cli_anything/blender/utils/blender_backend.py |
Add docstrings for production code |
import os
import shutil
from typing import Dict, Any, List, Optional
from cli_anything.inkscape.core.document import project_to_svg, save_svg
from cli_anything.inkscape.utils.svg_utils import serialize_svg
# Export presets
EXPORT_PRESETS = {
"png_web": {
"format": "png",
"dpi": 96,
"descr... | --- +++ @@ -1,3 +1,9 @@+"""Inkscape CLI - Export module.
+
+Handles rendering SVG to PNG, exporting to PDF, and saving SVG files.
+Uses Pillow for basic PNG rendering and the project's SVG generation
+for SVG/PDF output.
+"""
import os
import shutil
@@ -52,6 +58,12 @@ background: Optional[str] = None,
over... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/core/export.py |
Fill in missing docstrings in my code |
import json
import os
import copy
from datetime import datetime
from typing import Optional, Dict, Any, List
PROJECT_VERSION = "1.0"
# Default project settings
DEFAULT_SETTINGS = {
"sample_rate": 44100,
"bit_depth": 16,
"channels": 2,
}
def create_project(
name: str = "untitled",
sample_rate: ... | --- +++ @@ -1,3 +1,9 @@+"""Audacity CLI - Core project management module.
+
+Handles create, open, save, info, and settings for audio projects.
+The project format is a JSON file that tracks tracks, clips, effects,
+labels, selection, and metadata.
+"""
import json
import os
@@ -22,6 +28,7 @@ bit_depth: int = 1... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/audacity/agent-harness/cli_anything/audacity/core/project.py |
Create docstrings for reusable components |
from typing import Dict, Any
def set_selection(
project: Dict[str, Any],
start: float,
end: float,
) -> Dict[str, Any]:
if start < 0:
raise ValueError(f"Selection start must be >= 0, got {start}")
if end < start:
raise ValueError(f"Selection end ({end}) must be >= start ({start})"... | --- +++ @@ -1,3 +1,9 @@+"""Audacity CLI - Selection management module.
+
+Manages the current selection range (start and end time) within the project.
+The selection determines which portion of the timeline is affected by
+operations like effects, cut, copy, paste.
+"""
from typing import Dict, Any
@@ -7,6 +13,7 @... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/audacity/agent-harness/cli_anything/audacity/core/selection.py |
Generate documentation strings for clarity |
import re
from pathlib import Path
from typing import Optional
from dataclasses import dataclass, field
def _format_display_name(name: str) -> str:
return name.replace("_", " ").replace("-", " ").title()
@dataclass
class CommandInfo:
name: str
description: str
@dataclass
class CommandGroup:
name:... | --- +++ @@ -1,3 +1,15 @@+"""
+SKILL.md Generator for CLI-Anything
+
+This module extracts metadata from CLI-Anything harnesses and generates
+SKILL.md files following the skill-creator methodology.
+
+The generated SKILL.md files contain:
+- YAML frontmatter with name and description (triggering metadata)
+- Markdown b... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/cli-anything-plugin/skill_generator.py |
Write documentation strings for class attributes | #!/usr/bin/env python3
import sys
import os
import json
import click
from typing import Optional
# Add parent to path for imports
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from cli_anything.inkscape.core.session import Session
from cli_anything.inkscape.core import document as d... | --- +++ @@ -1,4 +1,18 @@ #!/usr/bin/env python3
+"""Inkscape CLI — A stateful command-line interface for vector graphics editing.
+
+This CLI provides full SVG editing capabilities using direct SVG/XML
+manipulation, with a project format that tracks objects, layers, and history.
+
+Usage:
+ # One-shot commands
+ ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/inkscape_cli.py |
Add docstrings that explain logic |
import os
import sys
# ── ANSI color codes (no external deps for core styling) ──────────────
_RESET = "\033[0m"
_BOLD = "\033[1m"
_DIM = "\033[2m"
_ITALIC = "\033[3m"
_UNDERLINE = "\033[4m"
# Brand colors
_CYAN = "\033[38;5;80m" # cli-anything brand cyan
_CYAN_BG = "\033[48;5;80m"
_WHITE = "\033[97m"
_GRAY =... | --- +++ @@ -1,3 +1,22 @@+"""cli-anything REPL Skin — Unified terminal interface for all CLI harnesses.
+
+Copy this file into your CLI package at:
+ cli_anything/<software>/utils/repl_skin.py
+
+Usage:
+ from cli_anything.<software>.utils.repl_skin import ReplSkin
+
+ skin = ReplSkin("shotcut", version="1.0.0"... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/cli-anything-plugin/repl_skin.py |
Generate docstrings with examples |
import json
import os
import copy
from typing import Dict, Any, Optional, List
from datetime import datetime
def _locked_save_json(path, data, **dump_kwargs) -> None:
try:
f = open(path, "r+")
except FileNotFoundError:
os.makedirs(os.path.dirname(os.path.abspath(path)), exist_ok=True)
... | --- +++ @@ -1,3 +1,4 @@+"""Inkscape CLI - Session management with undo/redo."""
import json
import os
@@ -7,6 +8,7 @@
def _locked_save_json(path, data, **dump_kwargs) -> None:
+ """Atomically write JSON with exclusive file locking."""
try:
f = open(path, "r+")
except FileNotFoundError:
@@ ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/core/session.py |
Turn comments into proper docstrings |
from typing import Dict, Any, List, Optional
from cli_anything.inkscape.utils.svg_utils import generate_id, parse_style, serialize_style
def add_linear_gradient(
project: Dict[str, Any],
stops: Optional[List[Dict[str, Any]]] = None,
x1: float = 0, y1: float = 0,
x2: float = 1, y2: float = 0,
nam... | --- +++ @@ -1,3 +1,8 @@+"""Inkscape CLI - Gradient management module.
+
+Handles creating linear and radial gradients, applying them to objects,
+and listing gradients.
+"""
from typing import Dict, Any, List, Optional
@@ -12,6 +17,14 @@ name: Optional[str] = None,
gradient_units: str = "objectBoundingBox... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/core/gradients.py |
Add docstrings to existing functions |
from typing import Dict, Any, List, Optional
import copy
from cli_anything.inkscape.utils.svg_utils import generate_id
# Path operations that Inkscape supports
PATH_OPERATIONS = {
"union": {
"description": "Union (combine) two shapes",
"inkscape_verb": "SelectionUnion",
"inkscape_action":... | --- +++ @@ -1,3 +1,11 @@+"""Inkscape CLI - Path boolean operations module.
+
+Handles union, intersection, difference, exclusion, and path conversion.
+These operations modify the JSON model. Actual SVG path computation for
+complex shapes would require Inkscape CLI or a path library. For simple
+cases, we represent th... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/core/paths.py |
Add missing documentation to my Python functions |
import json
import os
from datetime import datetime
from typing import Optional, Dict, Any, List
from cli_anything.inkscape.utils.svg_utils import (
create_svg_element, serialize_svg, write_svg_file, parse_svg_file,
SVG_NS, INKSCAPE_NS, SODIPODI_NS, find_all_shapes, _ns,
)
# Document profiles (common canvas ... | --- +++ @@ -1,3 +1,9 @@+"""Inkscape CLI - Document management module.
+
+Handles creating, opening, saving, and inspecting SVG documents.
+Maintains both a JSON project format for state tracking and
+generates valid SVG files.
+"""
import json
import os
@@ -47,6 +53,7 @@ profile: Optional[str] = None,
back... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/core/document.py |
Include argument descriptions in docstrings |
import os
from typing import Optional
from ..utils import drawio_xml
from .session import Session
# Standard page presets
PAGE_PRESETS = {
"letter": {"width": 850, "height": 1100},
"a4": {"width": 827, "height": 1169},
"a3": {"width": 1169, "height": 1654},
"16:9": {"width": 1280, "height": 720},
... | --- +++ @@ -1,3 +1,4 @@+"""Project management operations."""
import os
from typing import Optional
@@ -20,6 +21,17 @@
def new_project(session: Session, preset: str = "letter",
width: Optional[int] = None, height: Optional[int] = None) -> dict:
+ """Create a new blank diagram project.
+
+ Ar... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/drawio/agent-harness/cli_anything/drawio/core/project.py |
Write Python docstrings for this snippet |
import xml.etree.ElementTree as ET
import re
from typing import Dict, Optional, Any
# ── SVG Namespaces ──────────────────────────────────────────────
SVG_NS = "http://www.w3.org/2000/svg"
INKSCAPE_NS = "http://www.inkscape.org/namespaces/inkscape"
SODIPODI_NS = "http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
X... | --- +++ @@ -1,3 +1,8 @@+"""SVG XML helper functions for Inkscape CLI.
+
+Provides namespace constants, SVG creation/parsing/serialization,
+and style string helpers.
+"""
import xml.etree.ElementTree as ET
import re
@@ -31,6 +36,7 @@
def _ns(prefix: str, local: str) -> str:
+ """Build a Clark-notation tag li... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/utils/svg_utils.py |
Auto-generate documentation strings for this file |
import os
import shutil
import subprocess
from typing import Optional
def find_inkscape() -> str:
path = shutil.which("inkscape")
if path:
return path
raise RuntimeError(
"Inkscape is not installed. Install it with:\n"
" apt install inkscape # Debian/Ubuntu"
)
def get_ver... | --- +++ @@ -1,3 +1,8 @@+"""Inkscape backend — invoke Inkscape CLI for SVG export.
+
+Requires: inkscape (system package)
+ apt install inkscape
+"""
import os
import shutil
@@ -6,6 +11,7 @@
def find_inkscape() -> str:
+ """Find the Inkscape executable."""
path = shutil.which("inkscape")
if path:... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/utils/inkscape_backend.py |
Create docstrings for API functions |
from cli_anything.comfyui.utils.comfyui_backend import api_get
def list_checkpoints(base_url: str) -> list[str]:
result = api_get(base_url, "/object_info/CheckpointLoaderSimple")
try:
ckpt_input = result["CheckpointLoaderSimple"]["input"]["required"]["ckpt_name"]
models = ckpt_input[0]
... | --- +++ @@ -1,92 +1,169 @@-
-from cli_anything.comfyui.utils.comfyui_backend import api_get
-
-
-def list_checkpoints(base_url: str) -> list[str]:
- result = api_get(base_url, "/object_info/CheckpointLoaderSimple")
-
- try:
- ckpt_input = result["CheckpointLoaderSimple"]["input"]["required"]["ckpt_name"]
-... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/comfyui/agent-harness/cli_anything/comfyui/core/models.py |
Write docstrings including parameters and return values |
import json
import os
import time
from pathlib import Path
from typing import Optional
from xml.etree import ElementTree as ET
from ..utils import drawio_xml
def _locked_save_json(path, data, **dump_kwargs) -> None:
path = str(path)
try:
f = open(path, "r+")
except FileNotFoundError:
os.... | --- +++ @@ -1,3 +1,8 @@+"""Stateful session management for the Draw.io CLI.
+
+A session tracks the currently open project, undo history, and working state.
+Sessions persist to disk as JSON so they survive process restarts.
+"""
import json
import os
@@ -10,6 +15,7 @@
def _locked_save_json(path, data, **dump_k... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/drawio/agent-harness/cli_anything/drawio/core/session.py |
Document helper functions with docstrings |
import json
from pathlib import Path
def load_workflow(path: str) -> dict:
p = Path(path)
if not p.exists():
raise RuntimeError(f"Workflow file not found: {path}")
if not p.suffix.lower() == ".json":
raise RuntimeError(f"Workflow file must be a .json file, got: {path}")
try:
w... | --- +++ @@ -1,108 +1,158 @@-
-import json
-from pathlib import Path
-
-
-def load_workflow(path: str) -> dict:
- p = Path(path)
- if not p.exists():
- raise RuntimeError(f"Workflow file not found: {path}")
- if not p.suffix.lower() == ".json":
- raise RuntimeError(f"Workflow file must be a .json ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/comfyui/agent-harness/cli_anything/comfyui/core/workflows.py |
Write clean docstrings for readability |
from ..utils import drawio_xml
from .session import Session
def list_pages(session: Session) -> list[dict]:
if not session.is_open:
raise RuntimeError("No project is open")
return drawio_xml.list_pages(session.root)
def add_page(session: Session, name: str = "",
page_width: int = 850, ... | --- +++ @@ -1,9 +1,11 @@+"""Multi-page operations: add, remove, rename, list pages."""
from ..utils import drawio_xml
from .session import Session
def list_pages(session: Session) -> list[dict]:
+ """List all pages in the diagram."""
if not session.is_open:
raise RuntimeError("No project is op... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/drawio/agent-harness/cli_anything/drawio/core/pages.py |
Write docstrings for algorithm functions |
import uuid
from cli_anything.comfyui.utils.comfyui_backend import api_get, api_post, api_delete
def queue_prompt(
base_url: str,
workflow: dict,
client_id: str | None = None,
) -> dict:
if not workflow:
raise RuntimeError("Cannot queue an empty workflow.")
if client_id is None:
... | --- +++ @@ -1,114 +1,194 @@-
-import uuid
-
-from cli_anything.comfyui.utils.comfyui_backend import api_get, api_post, api_delete
-
-
-def queue_prompt(
- base_url: str,
- workflow: dict,
- client_id: str | None = None,
-) -> dict:
- if not workflow:
- raise RuntimeError("Cannot queue an empty workfl... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/comfyui/agent-harness/cli_anything/comfyui/core/queue.py |
Document functions with clear intent |
import copy
from typing import Dict, Any, List, Optional
TRACK_TYPES = ("video", "audio")
def _validate_track_index(project: Dict[str, Any], track_id: int) -> int:
tracks = project.get("tracks", [])
for i, t in enumerate(tracks):
if t["id"] == track_id:
return i
raise ValueError(f"T... | --- +++ @@ -1,3 +1,4 @@+"""Kdenlive CLI - Timeline (tracks and clip placement) management."""
import copy
from typing import Dict, Any, List, Optional
@@ -7,6 +8,7 @@
def _validate_track_index(project: Dict[str, Any], track_id: int) -> int:
+ """Find index by track id, raise if not found."""
tracks = pr... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/kdenlive/agent-harness/cli_anything/kdenlive/core/timeline.py |
Add documentation for all methods |
from typing import Dict, Any, List, Optional
TRANSITION_TYPES = {
"dissolve": {
"mlt_service": "luma",
"params": {
"duration": {"type": "float", "default": 1.0, "min": 0.01, "max": 60.0},
"softness": {"type": "float", "default": 0.0, "min": 0.0, "max": 1.0},
},
... | --- +++ @@ -1,3 +1,4 @@+"""Kdenlive CLI - Transition management module."""
from typing import Dict, Any, List, Optional
@@ -42,6 +43,7 @@
def _next_transition_id(project: Dict[str, Any]) -> int:
+ """Generate next unique transition ID."""
existing = {t.get("id", -1) for t in project.get("transitions", ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/kdenlive/agent-harness/cli_anything/kdenlive/core/transitions.py |
Generate missing documentation strings |
from typing import Dict, Any
VALID_MODES = ("RGB", "RGBA", "L", "LA", "CMYK", "P")
RESAMPLE_METHODS = ("nearest", "bilinear", "bicubic", "lanczos")
def resize_canvas(
project: Dict[str, Any],
width: int,
height: int,
anchor: str = "center",
) -> Dict[str, Any]:
if width < 1 or height < 1:
... | --- +++ @@ -1,3 +1,4 @@+"""GIMP CLI - Canvas operations module."""
from typing import Dict, Any
@@ -12,6 +13,16 @@ height: int,
anchor: str = "center",
) -> Dict[str, Any]:
+ """Resize the canvas (does not scale content, adds/removes space).
+
+ Args:
+ project: The project dict
+ wid... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/gimp/agent-harness/cli_anything/gimp/core/canvas.py |
Generate documentation strings for clarity |
import json
import os
import copy
from typing import Dict, Any, Optional, List
from datetime import datetime
def _locked_save_json(path, data, **dump_kwargs) -> None:
try:
f = open(path, "r+")
except FileNotFoundError:
os.makedirs(os.path.dirname(os.path.abspath(path)), exist_ok=True)
... | --- +++ @@ -1,3 +1,4 @@+"""Kdenlive CLI - Session management with undo/redo."""
import json
import os
@@ -7,6 +8,7 @@
def _locked_save_json(path, data, **dump_kwargs) -> None:
+ """Atomically write JSON with exclusive file locking."""
try:
f = open(path, "r+")
except FileNotFoundError:
@@ ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/kdenlive/agent-harness/cli_anything/kdenlive/core/session.py |
Add docstrings to my Python code | #!/usr/bin/env python3
import sys
import os
import json
import click
from typing import Optional
# Add parent to path for imports
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from cli_anything.kdenlive.core.session import Session
from cli_anything.kdenlive.core import project as pr... | --- +++ @@ -1,4 +1,18 @@ #!/usr/bin/env python3
+"""Kdenlive CLI — A stateful command-line interface for video editing.
+
+This CLI provides full video project management capabilities using a JSON
+project format, with MLT XML generation for Kdenlive/melt.
+
+Usage:
+ # One-shot commands
+ python3 -m cli.kdenlive... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/kdenlive/agent-harness/cli_anything/kdenlive/kdenlive_cli.py |
Add clean documentation to messy code |
import os
import sys
# ── ANSI color codes (no external deps for core styling) ──────────────
_RESET = "\033[0m"
_BOLD = "\033[1m"
_DIM = "\033[2m"
_ITALIC = "\033[3m"
_UNDERLINE = "\033[4m"
# Brand colors
_CYAN = "\033[38;5;80m" # cli-anything brand cyan
_CYAN_BG = "\033[48;5;80m"
_WHITE = "\033[97m"
_GRAY =... | --- +++ @@ -1,3 +1,22 @@+"""cli-anything REPL Skin — Unified terminal interface for all CLI harnesses.
+
+Copy this file into your CLI package at:
+ cli_anything/<software>/utils/repl_skin.py
+
+Usage:
+ from cli_anything.<software>.utils.repl_skin import ReplSkin
+
+ skin = ReplSkin("shotcut", version="1.0.0"... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/drawio/agent-harness/cli_anything/drawio/utils/repl_skin.py |
Add docstrings explaining edge cases |
import os
import html as html_module
import tempfile
from typing import Dict, Any, Optional, List
from cli_anything.libreoffice.utils.odf_utils import write_odf, ODF_EXTENSIONS
from cli_anything.libreoffice.utils.lo_backend import convert_odf_to
# Export presets
# "native" presets produce ODF/HTML/text directly (no... | --- +++ @@ -1,3 +1,8 @@+"""LibreOffice CLI - Export module.
+
+Exports project JSON to ODF files (real ZIP archives), HTML, plain text,
+and via LibreOffice headless to PDF, DOCX, XLSX, PPTX, and other formats.
+"""
import os
import html as html_module
@@ -35,6 +40,7 @@
def list_presets() -> List[Dict[str, Any]... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/libreoffice/agent-harness/cli_anything/libreoffice/core/export.py |
Generate NumPy-style docstrings |
import os
from typing import Dict, Any, Optional, Tuple
# Export presets
EXPORT_PRESETS = {
"png": {"format": "PNG", "ext": ".png", "params": {"compress_level": 6}},
"png-max": {"format": "PNG", "ext": ".png", "params": {"compress_level": 9}},
"jpeg-high": {"format": "JPEG", "ext": ".jpg", "params": {"qu... | --- +++ @@ -1,3 +1,12 @@+"""GIMP CLI - Export/rendering pipeline module.
+
+This module handles the critical "rendering" step: flattening the layer stack
+with all filters applied and exporting to various image formats.
+
+Rendering backends (tried in order):
+ 1. GIMP Script-Fu batch mode – uses the real GIMP engine... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/gimp/agent-harness/cli_anything/gimp/core/export.py |
Write clean docstrings for readability | #!/usr/bin/env python3
import sys
import os
import json
import click
from typing import Optional
# Add parent to path for imports
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from cli_anything.drawio.core.session import Session
from cli_anything.drawio.core import project as proj_m... | --- +++ @@ -1,4 +1,18 @@ #!/usr/bin/env python3
+"""Draw.io CLI — A stateful command-line interface for diagram creation.
+
+This CLI manipulates Draw.io XML files directly, providing full diagram
+creation capabilities for AI agents and power users.
+
+Usage:
+ # One-shot commands
+ cli-anything-drawio project n... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/drawio/agent-harness/cli_anything/drawio/drawio_cli.py |
Write documentation strings for class attributes |
from typing import Dict, Any, List, Optional
def _ensure_impress(project: Dict[str, Any]) -> None:
if project.get("type") != "impress":
raise ValueError(
f"Document type is '{project.get('type')}', expected 'impress'."
)
if "slides" not in project:
project["slides"] = []
... | --- +++ @@ -1,8 +1,10 @@+"""LibreOffice CLI - Impress (presentations) module."""
from typing import Dict, Any, List, Optional
def _ensure_impress(project: Dict[str, Any]) -> None:
+ """Ensure the project is an Impress document."""
if project.get("type") != "impress":
raise ValueError(
... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/libreoffice/agent-harness/cli_anything/libreoffice/core/impress.py |
Add docstrings that explain inputs and outputs |
from typing import Dict, Any, List, Optional
def _ensure_calc(project: Dict[str, Any]) -> None:
if project.get("type") != "calc":
raise ValueError(
f"Document type is '{project.get('type')}', expected 'calc'."
)
if "sheets" not in project:
project["sheets"] = []
def _get... | --- +++ @@ -1,8 +1,10 @@+"""LibreOffice CLI - Calc (spreadsheet) module."""
from typing import Dict, Any, List, Optional
def _ensure_calc(project: Dict[str, Any]) -> None:
+ """Ensure the project is a Calc document."""
if project.get("type") != "calc":
raise ValueError(
f"Document ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/libreoffice/agent-harness/cli_anything/libreoffice/core/calc.py |
Generate docstrings for script automation |
from ..utils import drawio_xml
from .session import Session
def list_shapes(session: Session, diagram_index: int = 0) -> list[dict]:
if not session.is_open:
raise RuntimeError("No project is open")
cells = drawio_xml.get_vertices(session.root, diagram_index)
return [drawio_xml.get_cell_info(c) fo... | --- +++ @@ -1,9 +1,11 @@+"""Shape (vertex) operations: add, remove, modify, list."""
from ..utils import drawio_xml
from .session import Session
def list_shapes(session: Session, diagram_index: int = 0) -> list[dict]:
+ """List all shapes on a page."""
if not session.is_open:
raise RuntimeErro... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/drawio/agent-harness/cli_anything/drawio/core/shapes.py |
Insert docstrings into my code |
import copy
import math
from typing import Dict, Any, List, Optional
from cli_anything.inkscape.utils.svg_utils import generate_id, serialize_style
# ── Shape Registry ──────────────────────────────────────────────
SHAPE_TYPES = {
"rect": {
"description": "Rectangle",
"required_attrs": [],
... | --- +++ @@ -1,3 +1,8 @@+"""Inkscape CLI - Shape operations module.
+
+Handles adding, removing, duplicating, and listing SVG shape objects.
+All operations modify the project JSON; SVG is generated from it.
+"""
import copy
import math
@@ -82,6 +87,7 @@ style: Optional[str] = None,
layer: Optional[str] = N... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/core/shapes.py |
Help me document legacy Python code |
import json
import os
import copy
from datetime import datetime
from typing import Optional, Dict, Any, List
# Document profiles (page size presets)
PROFILES = {
"a4_portrait": {
"page_width": "21cm", "page_height": "29.7cm",
"margin_top": "2cm", "margin_bottom": "2cm",
"margin_left": "2c... | --- +++ @@ -1,3 +1,4 @@+"""LibreOffice CLI - Core document management module."""
import json
import os
@@ -56,6 +57,7 @@ profile: Optional[str] = None,
settings: Optional[Dict[str, str]] = None,
) -> Dict[str, Any]:
+ """Create a new LibreOffice CLI document project."""
if doc_type not in VALID_DO... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/libreoffice/agent-harness/cli_anything/libreoffice/core/document.py |
Document functions with clear intent |
import os
import zipfile
import xml.etree.ElementTree as ET
from typing import Dict, Any, Optional
from datetime import datetime
# ODF XML Namespaces
ODF_NS = {
"office": "urn:oasis:names:tc:opendocument:xmlns:office:1.0",
"text": "urn:oasis:names:tc:opendocument:xmlns:text:1.0",
"table": "urn:oasis:name... | --- +++ @@ -1,3 +1,15 @@+"""LibreOffice CLI - ODF XML helpers.
+
+ODF (Open Document Format) files are ZIP archives containing XML files.
+This module provides utilities for creating, parsing, and writing ODF documents.
+
+Key ODF structure:
+ mimetype - MIME type (stored uncompressed, first entry)
+ content... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/libreoffice/agent-harness/cli_anything/libreoffice/utils/odf_utils.py |
Document functions with clear intent |
from typing import Dict, Any, List, Optional
CLIP_TYPES = ("video", "audio", "image", "color", "title")
def _next_clip_id(project: Dict[str, Any]) -> str:
existing = {c["id"] for c in project.get("bin", [])}
idx = 0
while f"clip{idx}" in existing:
idx += 1
return f"clip{idx}"
def _unique_... | --- +++ @@ -1,3 +1,4 @@+"""Kdenlive CLI - Media bin management module."""
from typing import Dict, Any, List, Optional
@@ -6,6 +7,7 @@
def _next_clip_id(project: Dict[str, Any]) -> str:
+ """Generate next unique clip ID."""
existing = {c["id"] for c in project.get("bin", [])}
idx = 0
while f"... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/kdenlive/agent-harness/cli_anything/kdenlive/core/bin.py |
Create structured documentation for my script |
from typing import Dict, Any, List, Optional
GUIDE_TYPES = ("default", "chapter", "segment")
def _next_guide_id(project: Dict[str, Any]) -> int:
existing = {g.get("id", -1) for g in project.get("guides", [])}
idx = 0
while idx in existing:
idx += 1
return idx
def add_guide(
project: D... | --- +++ @@ -1,3 +1,4 @@+"""Kdenlive CLI - Guide/marker management module."""
from typing import Dict, Any, List, Optional
@@ -6,6 +7,7 @@
def _next_guide_id(project: Dict[str, Any]) -> int:
+ """Generate next unique guide ID."""
existing = {g.get("id", -1) for g in project.get("guides", [])}
idx =... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/kdenlive/agent-harness/cli_anything/kdenlive/core/guides.py |
Write docstrings for backend logic |
import os
import shutil
import subprocess
import tempfile
from typing import Optional
def find_libreoffice() -> str:
# 1) Check PATH
for name in ("libreoffice", "soffice"):
path = shutil.which(name)
if path:
return path
# 2) Check common installation paths (Windows)
impor... | --- +++ @@ -1,3 +1,14 @@+"""LibreOffice backend — invoke LibreOffice headless for format conversions.
+
+This module is the bridge between the CLI and the real LibreOffice installation.
+Instead of reimplementing document rendering, we generate valid ODF files and
+then use `libreoffice --headless --convert-to` to prod... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/libreoffice/agent-harness/cli_anything/libreoffice/utils/lo_backend.py |
Add return value explanations in docstrings |
from typing import Dict, Any, List, Optional
FILTER_REGISTRY = {
"brightness": {
"mlt_service": "brightness",
"category": "color",
"params": {
"level": {"type": "float", "default": 1.0, "min": 0.0, "max": 5.0},
},
},
"contrast": {
"mlt_service": "bright... | --- +++ @@ -1,3 +1,4 @@+"""Kdenlive CLI - Filter (effect) management module."""
from typing import Dict, Any, List, Optional
@@ -103,6 +104,7 @@
def _validate_filter_params(filter_name: str, params: Dict[str, Any]) -> Dict[str, Any]:
+ """Validate and fill defaults for filter parameters."""
spec = FILT... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/kdenlive/agent-harness/cli_anything/kdenlive/core/filters.py |
Create documentation strings for testing functions |
from typing import Dict, Any, List, Optional
from cli_anything.inkscape.utils.svg_utils import parse_style, serialize_style, validate_color
# Style properties that can be set
STYLE_PROPERTIES = {
"fill": {"type": "color", "description": "Fill color (hex, named, rgb, none)"},
"stroke": {"type": "color", "des... | --- +++ @@ -1,3 +1,8 @@+"""Inkscape CLI - Style management module.
+
+Handles setting fill, stroke, opacity, and other CSS style properties
+on SVG objects.
+"""
from typing import Dict, Any, List, Optional
@@ -36,11 +41,13 @@
def set_fill(project: Dict[str, Any], index: int, color: str) -> Dict[str, Any]:
+ ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/core/styles.py |
Add detailed documentation for each class |
from typing import Dict, Any, List, Optional
from cli_anything.kdenlive.utils.mlt_xml import (
xml_escape,
seconds_to_frames,
build_mlt_xml,
)
RENDER_PRESETS = {
"h264_hq": {
"description": "H.264 High Quality",
"vcodec": "libx264",
"acodec": "aac",
"vbitrate": "8000k"... | --- +++ @@ -1,3 +1,4 @@+"""Kdenlive CLI - Export module: JSON to MLT/Kdenlive XML generation."""
from typing import Dict, Any, List, Optional
from cli_anything.kdenlive.utils.mlt_xml import (
@@ -76,10 +77,15 @@
def generate_kdenlive_xml(project: Dict[str, Any]) -> str:
+ """Generate valid Kdenlive/MLT XML f... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/kdenlive/agent-harness/cli_anything/kdenlive/core/export.py |
Add docstrings that explain inputs and outputs | #!/usr/bin/env python3
from __future__ import annotations
import json
import sys
import click
from cli_anything.notebooklm import __version__
from cli_anything.notebooklm.core.session import Session
from cli_anything.notebooklm.utils.notebooklm_backend import run_notebooklm
_json_output = False
_session: Session |... | --- +++ @@ -1,4 +1,5 @@ #!/usr/bin/env python3
+"""NotebookLM CLI — Experimental NotebookLM wrapper for AI agents."""
from __future__ import annotations
@@ -58,6 +59,7 @@ @click.option("--notebook", "notebook_id", default=None, help="Active notebook ID")
@click.pass_context
def cli(ctx, use_json, notebook_id):
+... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/notebooklm/agent-harness/cli_anything/notebooklm/notebooklm_cli.py |
Create docstrings for each class method |
import re
import math
from typing import Dict, Any, List, Optional, Tuple
def translate(project: Dict[str, Any], index: int, tx: float, ty: float = 0) -> Dict[str, Any]:
obj = _get_object(project, index)
current = parse_transform_string(obj.get("transform", ""))
current.append(("translate", [tx, ty]))
... | --- +++ @@ -1,3 +1,8 @@+"""Inkscape CLI - Transform operations module.
+
+Handles translate, rotate, scale, and skew transforms on SVG objects.
+Transforms are stored as SVG transform attribute strings.
+"""
import re
import math
@@ -5,6 +10,7 @@
def translate(project: Dict[str, Any], index: int, tx: float, ty:... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/core/transforms.py |
Turn comments into proper docstrings |
from typing import Dict, Any, List, Optional
from cli_anything.inkscape.utils.svg_utils import generate_id, parse_style, serialize_style
# Font properties that can be set
TEXT_PROPERTIES = {
"text": {"type": "str", "description": "The text content"},
"font-family": {"type": "str", "description": "Font famil... | --- +++ @@ -1,3 +1,7 @@+"""Inkscape CLI - Text management module.
+
+Handles adding text elements and modifying text properties.
+"""
from typing import Dict, Any, List, Optional
@@ -44,6 +48,7 @@ name: Optional[str] = None,
layer: Optional[str] = None,
) -> Dict[str, Any]:
+ """Add a text element to ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/inkscape/agent-harness/cli_anything/inkscape/core/text.py |
Improve documentation using docstrings |
import copy
from typing import Dict, Any, List, Optional
from cli_anything.obs_studio.utils.obs_utils import generate_id, unique_name, get_item, validate_range
SOURCE_TYPES = {
"video_capture": {
"label": "Video Capture Device",
"category": "video",
"default_settings": {"device": "", "res... | --- +++ @@ -1,3 +1,4 @@+"""OBS Studio CLI - Source management."""
import copy
from typing import Dict, Any, List, Optional
@@ -69,12 +70,14 @@
def _get_scene_sources(project: Dict[str, Any], scene_index: int) -> List[Dict[str, Any]]:
+ """Get sources for a scene."""
scenes = project.get("scenes", [])
... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/obs-studio/agent-harness/cli_anything/obs_studio/core/sources.py |
Insert docstrings into my code |
import json
import os
import copy
from typing import Dict, Any, Optional, List
from datetime import datetime
def _locked_save_json(path, data, **dump_kwargs) -> None:
try:
f = open(path, "r+")
except FileNotFoundError:
os.makedirs(os.path.dirname(os.path.abspath(path)), exist_ok=True)
... | --- +++ @@ -1,3 +1,4 @@+"""LibreOffice CLI - Session management with undo/redo."""
import json
import os
@@ -7,6 +8,7 @@
def _locked_save_json(path, data, **dump_kwargs) -> None:
+ """Atomically write JSON with exclusive file locking."""
try:
f = open(path, "r+")
except FileNotFoundError:
... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/libreoffice/agent-harness/cli_anything/libreoffice/core/session.py |
Add docstrings to meet PEP guidelines |
from typing import Dict, Any, List, Optional
from cli_anything.obs_studio.utils.obs_utils import validate_range
ENCODING_PRESETS = {
"ultrafast": {"encoder": "x264", "video_bitrate": 2500, "audio_bitrate": 128, "preset_label": "Ultra Fast"},
"fast": {"encoder": "x264", "video_bitrate": 4500, "audio_bitrate":... | --- +++ @@ -1,3 +1,4 @@+"""OBS Studio CLI - Output/streaming/recording configuration."""
from typing import Dict, Any, List, Optional
from cli_anything.obs_studio.utils.obs_utils import validate_range
@@ -25,6 +26,7 @@ server: Optional[str] = None,
key: Optional[str] = None,
) -> Dict[str, Any]:
+ """C... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/obs-studio/agent-harness/cli_anything/obs_studio/core/output.py |
Generate consistent documentation across files |
import copy
from typing import Dict, Any, List, Optional
from cli_anything.obs_studio.utils.obs_utils import generate_id, unique_name, get_item
def _get_scenes(project: Dict[str, Any]) -> List[Dict[str, Any]]:
return project.setdefault("scenes", [])
def add_scene(project: Dict[str, Any], name: str = "Scene") -... | --- +++ @@ -1,3 +1,4 @@+"""OBS Studio CLI - Scene management."""
import copy
from typing import Dict, Any, List, Optional
@@ -9,6 +10,7 @@
def add_scene(project: Dict[str, Any], name: str = "Scene") -> Dict[str, Any]:
+ """Add a new scene to the project."""
scenes = _get_scenes(project)
name = uniq... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/obs-studio/agent-harness/cli_anything/obs_studio/core/scenes.py |
Add docstrings to my Python code |
import copy
from typing import Dict, Any, List, Optional
from cli_anything.obs_studio.utils.obs_utils import generate_id, unique_name, get_item, validate_range
MONITOR_TYPES = ("none", "monitor_only", "monitor_and_output")
def _get_audio_sources(project: Dict[str, Any]) -> List[Dict[str, Any]]:
return project.... | --- +++ @@ -1,3 +1,4 @@+"""OBS Studio CLI - Audio management."""
import copy
from typing import Dict, Any, List, Optional
@@ -20,6 +21,7 @@ muted: bool = False,
monitor: str = "none",
) -> Dict[str, Any]:
+ """Add a global audio source."""
if audio_type not in ("input", "output"):
raise V... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/obs-studio/agent-harness/cli_anything/obs_studio/core/audio.py |
Write docstrings for this repository |
import json
import os
import copy
from datetime import datetime
from typing import Optional, Dict, Any, List
PROJECT_VERSION = "1.0"
def _default_project(name: str = "untitled") -> Dict[str, Any]:
return {
"version": PROJECT_VERSION,
"name": name,
"settings": {
"output_width... | --- +++ @@ -1,3 +1,4 @@+"""OBS Studio CLI - Project/scene collection management."""
import json
import os
@@ -10,6 +11,7 @@
def _default_project(name: str = "untitled") -> Dict[str, Any]:
+ """Return the default project structure."""
return {
"version": PROJECT_VERSION,
"name": name,
@... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/obs-studio/agent-harness/cli_anything/obs_studio/core/project.py |
Add professional docstrings to my codebase |
from typing import Dict, Any, List, Optional
def _ensure_writer(project: Dict[str, Any]) -> None:
if project.get("type") != "writer":
raise ValueError(
f"Document type is '{project.get('type')}', expected 'writer'."
)
if "content" not in project:
project["content"] = []
... | --- +++ @@ -1,8 +1,10 @@+"""LibreOffice CLI - Writer (word processor) module."""
from typing import Dict, Any, List, Optional
def _ensure_writer(project: Dict[str, Any]) -> None:
+ """Ensure the project is a Writer document."""
if project.get("type") != "writer":
raise ValueError(
... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/libreoffice/agent-harness/cli_anything/libreoffice/core/writer.py |
Document all endpoints with docstrings |
import re
from typing import Dict, Any, Optional
def xml_escape(s: str) -> str:
s = s.replace("&", "&")
s = s.replace("<", "<")
s = s.replace(">", ">")
s = s.replace('"', """)
s = s.replace("'", "'")
return s
def seconds_to_timecode(seconds: float) -> str:
if seconds... | --- +++ @@ -1,9 +1,11 @@+"""Kdenlive CLI - MLT XML generation helpers and timecode conversions."""
import re
from typing import Dict, Any, Optional
def xml_escape(s: str) -> str:
+ """Escape special characters for XML."""
s = s.replace("&", "&")
s = s.replace("<", "<")
s = s.replace(">... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/kdenlive/agent-harness/cli_anything/kdenlive/utils/mlt_xml.py |
Auto-generate documentation strings for this file |
import copy
from typing import Dict, Any, List, Optional
from cli_anything.obs_studio.utils.obs_utils import generate_id, unique_name, get_item, validate_range
FILTER_TYPES = {
"color_correction": {
"label": "Color Correction",
"category": "video",
"params": {
"gamma": {"type"... | --- +++ @@ -1,3 +1,4 @@+"""OBS Studio CLI - Filter management."""
import copy
from typing import Dict, Any, List, Optional
@@ -127,6 +128,7 @@
def _get_source_filters(project: Dict[str, Any], source_index: int, scene_index: int = 0) -> List[Dict[str, Any]]:
+ """Get the filter list for a source."""
scen... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/obs-studio/agent-harness/cli_anything/obs_studio/core/filters.py |
Improve documentation using docstrings | #!/usr/bin/env python3
import sys
import os
import json
import click
from typing import Optional
# Add parent to path for imports
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from cli_anything.libreoffice.core.session import Session
from cli_anything.libreoffice.core import documen... | --- +++ @@ -1,4 +1,18 @@ #!/usr/bin/env python3
+"""LibreOffice CLI -- A stateful command-line interface for document editing.
+
+This CLI provides document creation and editing capabilities for Writer,
+Calc, and Impress documents, with export to real ODF files (ZIP archives).
+
+Usage:
+ # One-shot commands
+ p... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/libreoffice/agent-harness/cli_anything/libreoffice/libreoffice_cli.py |
Generate docstrings with parameter types |
import json
import os
import copy
import time
from pathlib import Path
from typing import Optional
from lxml import etree
from ..utils import mlt_xml
def _locked_save_json(path, data, **dump_kwargs) -> None:
path = str(path)
try:
f = open(path, "r+")
except FileNotFoundError:
os.makedirs... | --- +++ @@ -1,3 +1,8 @@+"""Stateful session management for the Shotcut CLI.
+
+A session tracks the currently open project, undo history, and working state.
+Sessions persist to disk as JSON so they survive process restarts.
+"""
import json
import os
@@ -11,6 +16,7 @@
def _locked_save_json(path, data, **dump_k... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/shotcut/agent-harness/cli_anything/shotcut/core/session.py |
Add docstrings to improve code quality |
from __future__ import annotations
import json
import re
import shutil
import subprocess
JSON_SUPPORTED_COMMANDS = {
("auth", "check"),
("status",),
("list",),
("create",),
("source", "list"),
("source", "add"),
("ask",),
("history",),
("artifact", "list"),
("generate", "repo... | --- +++ @@ -1,3 +1,17 @@+"""NotebookLM backend adapter.
+
+This module wraps an installed `notebooklm` CLI for use inside a CLI-Anything
+harness. It does not implement a Google official API client.
+
+References:
+- CLI-Anything methodology: https://github.com/HKUDS/CLI-Anything
+- notebooklm-py project: https://githu... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/notebooklm/agent-harness/cli_anything/notebooklm/utils/notebooklm_backend.py |
Write docstrings describing functionality |
from typing import Dict, Any, List, Optional
VALID_FAMILIES = ("paragraph", "text")
VALID_PROPERTIES = {
"font_size", "font_name", "bold", "italic", "underline",
"color", "alignment", "line_height", "margin_top", "margin_bottom",
}
def create_style(
project: Dict[str, Any],
name: str,
family: ... | --- +++ @@ -1,3 +1,4 @@+"""LibreOffice CLI - Document styles module."""
from typing import Dict, Any, List, Optional
@@ -17,6 +18,7 @@ parent: Optional[str] = None,
properties: Optional[Dict] = None,
) -> Dict[str, Any]:
+ """Create a new named style."""
if "styles" not in project:
proje... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/libreoffice/agent-harness/cli_anything/libreoffice/core/styles.py |
Add docstrings including usage examples |
import os
import subprocess
import json
import shutil
from typing import Optional
from ..utils import mlt_xml
from .session import Session
def _find_tool(name: str) -> Optional[str]:
return shutil.which(name)
def probe_media(filepath: str) -> dict:
filepath = os.path.abspath(filepath)
if not os.path.i... | --- +++ @@ -1,3 +1,4 @@+"""Media file operations: probe, import, list."""
import os
import subprocess
@@ -10,10 +11,18 @@
def _find_tool(name: str) -> Optional[str]:
+ """Find a tool in PATH."""
return shutil.which(name)
def probe_media(filepath: str) -> dict:
+ """Probe a media file for its pro... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/shotcut/agent-harness/cli_anything/shotcut/core/media.py |
Write docstrings for this repository |
from __future__ import annotations
import json
from pathlib import Path
class Session:
def __init__(self, session_file: str | Path | None = None):
if session_file is None:
session_file = Path.home() / ".cli-anything-notebooklm" / "session.json"
self.session_file = Path(session_file)... | --- +++ @@ -1,3 +1,4 @@+"""Session persistence helpers for NotebookLM CLI context."""
from __future__ import annotations
@@ -6,6 +7,7 @@
class Session:
+ """Persist the active notebook for REPL and one-shot commands."""
def __init__(self, session_file: str | Path | None = None):
if session_f... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/notebooklm/agent-harness/cli_anything/notebooklm/core/session.py |
Write docstrings for utility functions |
import os
from typing import Optional
from lxml import etree
from ..utils import mlt_xml
from .session import Session
# Standard video profiles
PROFILES = {
"hd1080p30": {
"width": "1920", "height": "1080",
"frame_rate_num": "30000", "frame_rate_den": "1001",
"sample_aspect_num": "1", "s... | --- +++ @@ -1,3 +1,4 @@+"""Project management operations."""
import os
from typing import Optional
@@ -62,6 +63,15 @@
def new_project(session: Session, profile_name: str = "hd1080p30") -> dict:
+ """Create a new blank project.
+
+ Args:
+ session: The active session
+ profile_name: Name of t... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/shotcut/agent-harness/cli_anything/shotcut/core/project.py |
Document functions with detailed explanations | #!/usr/bin/env python3
import sys
import os
import json
import click
from typing import Optional
# Add parent to path for imports
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from cli_anything.shotcut.core.session import Session
from cli_anything.shotcut.core import project as proj... | --- +++ @@ -1,4 +1,18 @@ #!/usr/bin/env python3
+"""Shotcut CLI — A stateful command-line interface for video editing.
+
+This CLI manipulates Shotcut/MLT project files directly, providing
+full video editing capabilities for AI agents and power users.
+
+Usage:
+ # One-shot commands
+ shotcut-cli project new --p... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/shotcut/agent-harness/cli_anything/shotcut/shotcut_cli.py |
Generate docstrings for exported functions |
import re
from typing import Union
# Default profile settings
DEFAULT_FPS_NUM = 30000
DEFAULT_FPS_DEN = 1001 # 29.97 fps
def fps_float(fps_num: int = DEFAULT_FPS_NUM, fps_den: int = DEFAULT_FPS_DEN) -> float:
return fps_num / fps_den
def timecode_to_frames(tc: str, fps_num: int = DEFAULT_FPS_NUM,
... | --- +++ @@ -1,3 +1,4 @@+"""Timecode utilities for MLT frame/time conversions."""
import re
from typing import Union
@@ -8,11 +9,20 @@
def fps_float(fps_num: int = DEFAULT_FPS_NUM, fps_den: int = DEFAULT_FPS_DEN) -> float:
+ """Get floating-point FPS from numerator/denominator."""
return fps_num / fps_de... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/shotcut/agent-harness/cli_anything/shotcut/utils/time.py |
Add concise docstrings to each method |
import copy
import uuid
from lxml import etree
from typing import Optional
def new_id(prefix: str = "producer") -> str:
return f"{prefix}_{uuid.uuid4().hex[:8]}"
def parse_mlt(filepath: str) -> etree._Element:
parser = etree.XMLParser(remove_blank_text=True)
tree = etree.parse(filepath, parser)
ret... | --- +++ @@ -1,3 +1,8 @@+"""MLT XML parsing and generation utilities.
+
+This module handles all low-level MLT XML manipulation. It understands the MLT
+XML schema and provides helper functions for common operations.
+"""
import copy
import uuid
@@ -6,28 +11,33 @@
def new_id(prefix: str = "producer") -> str:
+ ... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/shotcut/agent-harness/cli_anything/shotcut/utils/mlt_xml.py |
Document all public functions with docstrings |
import os
import shutil
import subprocess
import tempfile
from typing import Optional
def find_melt() -> str:
path = shutil.which("melt")
if path:
return path
raise RuntimeError(
"melt is not installed. Install it with:\n"
" apt install melt # Debian/Ubuntu"
)
def find_ff... | --- +++ @@ -1,3 +1,11 @@+"""MLT/melt backend — invoke melt for rendering MLT XML projects.
+
+Shotcut and Kdenlive both use the MLT framework. The `melt` command-line
+tool can render MLT XML projects to video files.
+
+Requires: melt (system package)
+ apt install melt
+"""
import os
import shutil
@@ -7,6 +15,7... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/shotcut/agent-harness/cli_anything/shotcut/utils/melt_backend.py |
Add detailed documentation for each class |
import json
import os
import copy
from typing import Dict, Any, List, Optional
def generate_id(items: List[Dict[str, Any]]) -> int:
if not items:
return 0
return max(item.get("id", 0) for item in items) + 1
def unique_name(name: str, items: List[Dict[str, Any]], key: str = "name") -> str:
exist... | --- +++ @@ -1,3 +1,4 @@+"""OBS Studio CLI - JSON helpers and utilities."""
import json
import os
@@ -6,12 +7,14 @@
def generate_id(items: List[Dict[str, Any]]) -> int:
+ """Generate the next unique ID for a list of items."""
if not items:
return 0
return max(item.get("id", 0) for item in i... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/obs-studio/agent-harness/cli_anything/obs_studio/utils/obs_utils.py |
Add docstrings for internal functions |
import os
import sys
# ── ANSI color codes (no external deps for core styling) ──────────────
_RESET = "\033[0m"
_BOLD = "\033[1m"
_DIM = "\033[2m"
_ITALIC = "\033[3m"
_UNDERLINE = "\033[4m"
# Brand colors
_CYAN = "\033[38;5;80m" # cli-anything brand cyan
_CYAN_BG = "\033[48;5;80m"
_WHITE = "\033[97m"
_GRAY =... | --- +++ @@ -1,3 +1,22 @@+"""cli-anything REPL Skin — Unified terminal interface for all CLI harnesses.
+
+Copy this file into your CLI package at:
+ cli_anything/<software>/utils/repl_skin.py
+
+Usage:
+ from cli_anything.<software>.utils.repl_skin import ReplSkin
+
+ skin = ReplSkin("shotcut", version="1.0.0"... | https://raw.githubusercontent.com/HKUDS/CLI-Anything/HEAD/zoom/agent-harness/cli_anything/zoom/utils/repl_skin.py |
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