Local Claude Code session scorer that contributes metrics to sentiments.cc

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  • License: MIT License (MIT)
  • Author: Yasyf Mohamedali
  • Tags claude-code , sentiment , mlx , apple-silicon
  • Requires: Python >=3.13
  • Provides-Extra: mlx
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Project description

cc-sentiment

A macOS CLI that scores your Claude Code conversations on-device and contributes the numbers to an open dashboard at sentiments.cc.

Your conversations stay on your Mac. Only anonymous numeric scores are uploaded.

Run it

uvx cc-sentiment

Needs macOS on Apple Silicon and uv. The first run links your GitHub account, scores transcripts in ~/.claude/projects/, and uploads the numbers.

What gets uploaded

Scoring runs locally on Gemma 4. The client uploads only numbers and timestamps for each 5-minute bucket of a conversation.

  • Sentiment score on a 1–5 scale
  • Read:edit ratio, edits-without-prior-read %, write:edit ratio, tool calls per turn, subagent spawn rate
  • Turn count, thinking present/chars
  • Claude model and Claude Code version
  • Your GitHub handle, so uploads can be attributed

Your conversation text, file contents, file paths, and tool inputs/outputs never leave your machine.

Commands

Command Description
cc-sentiment Run the whole flow. Sets up if needed, then scans and uploads.
cc-sentiment setup Link your GitHub account for attributable uploads
cc-sentiment scan --upload Score new transcripts and upload
cc-sentiment scan Score transcripts without uploading
cc-sentiment upload Upload previously scored results
cc-sentiment rescan Clear state and re-score everything

Links

Dashboard at sentiments.cc. Source and issues live on GitHub.

Project details

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
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Avatar for yasyf from gravatar.com yasyf

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License (MIT)
  • Author: Yasyf Mohamedali
  • Tags claude-code , sentiment , mlx , apple-silicon
  • Requires: Python >=3.13
  • Provides-Extra: mlx
Classifiers

Release history Release notifications | RSS feed

0.2.114

0.2.113

0.2.112

0.2.111

0.2.110

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0.2.107

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0.2.69

0.2.68

0.2.67

0.2.66

0.2.65

0.2.64

0.2.63

0.2.62

This version

0.2.61

0.2.60

0.2.59

0.2.58

0.2.57

0.2.56

0.2.55

0.2.54

0.2.53

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0.2.38

0.2.37

0.1.32

0.1.31

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0.1.6

0.1.5

0.1.3

0.1.2

0.1.1

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