personal memory agent
style: apply black formatting to observe and think modules
Format code in observe/ and think/ modules to comply with Black style
guidelines. Changes include proper line length handling, import spacing,
and multi-line string formatting. No functional changes.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
+17
-7
+6
-4
observe/describe.py
+6
-4
observe/describe.py
···
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438
ssim_map = np.pad(ssim_map, ((0, pad_h), (0, pad_w)), mode="edge")
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# 5) Vectorized block mean pooling
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-
block_means = ssim_map.reshape(rows, block_size_down, cols, block_size_down).mean(
442
-
axis=(1, 3)
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-
)
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+
block_means = ssim_map.reshape(
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+
rows, block_size_down, cols, block_size_down
443
+
).mean(axis=(1, 3))
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changed = (block_means < ssim_threshold).tolist()
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# 6) Reuse existing grouping and boxing logic (uses original dimensions)
···
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period = period_key(video_path.stem)
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if period is None:
956
-
parser.error(f"Invalid video filename: {video_path.stem} (must start with HHMMSS)")
956
+
parser.error(
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+
f"Invalid video filename: {video_path.stem} (must start with HHMMSS)"
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+
)
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period_dir = video_path.parent / period
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period_dir.mkdir(exist_ok=True)
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output_path = period_dir / "screen.jsonl"
+4
-1
observe/transcribe.py
+4
-1
observe/transcribe.py
···
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# Add audio file reference to metadata
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# Path is relative to the JSONL file (both in same period directory)
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from observe.utils import extract_descriptive_suffix
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+
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suffix = extract_descriptive_suffix(raw_path.stem)
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metadata["raw"] = f"{suffix}.flac"
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···
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# Check if already processed
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if mic_json_path.exists() and sys_json_path.exists():
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-
logging.info(f"Already processed (split), moving to timestamp dir: {raw_path}")
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+
logging.info(
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+
f"Already processed (split), moving to timestamp dir: {raw_path}"
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+
)
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self._move_to_period(raw_path)
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return
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+4
-1
observe/utils.py
+4
-1
observe/utils.py
···
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11
import av
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import numpy as np
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from skimage.metrics import structural_similarity as ssim
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+
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from think.utils import period_key
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logger = logging.getLogger(__name__)
···
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# Filename format: HHMMSS[_LEN][_descriptive_text...]
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# First part must be 6-digit timestamp
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if not parts or not parts[0].isdigit() or len(parts[0]) != 6:
54
-
raise ValueError(f"Invalid filename format: {filename} (must start with HHMMSS)")
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+
raise ValueError(
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+
f"Invalid filename format: {filename} (must start with HHMMSS)"
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+
)
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# Check if second part is numeric duration suffix
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if len(parts) >= 2 and parts[1].isdigit():
+3
-1
think/callosum.py
+3
-1
think/callosum.py
···
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line = json.dumps(msg) + "\n"
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sock.sendall(line.encode("utf-8"))
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except Exception as e:
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-
logger.info(f"Send {e} for {msg.get('tract')}/{msg.get('event')}")
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+
logger.info(
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+
f"Send {e} for {msg.get('tract')}/{msg.get('event')}"
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+
)
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try:
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sock.close()
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except Exception: