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

0.2.109

0.2.108

0.2.107

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0.2.85

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0.2.81

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0.2.79

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0.2.77

0.2.76

0.2.75

0.2.74

0.2.73

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0.2.71

0.2.70

0.2.69

0.2.68

0.2.67

0.2.66

0.2.65

0.2.64

0.2.63

0.2.62

0.2.61

0.2.60

0.2.59

0.2.58

0.2.57

This version

0.2.56

0.2.55

0.2.54

0.2.53

0.2.52

0.2.51

0.2.50

0.2.49

0.2.48

0.2.47

0.2.46

0.2.45

0.2.44

0.2.43

0.2.42

0.2.41

0.2.40

0.2.38

0.2.37

0.1.32

0.1.31

0.1.30

0.1.29

0.1.28

0.1.27

0.1.26

0.1.25

0.1.24

0.1.23

0.1.22

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0.1.10

0.1.9

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0.1.7

0.1.6

0.1.5

0.1.3

0.1.2

0.1.1

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