Paritok 4b V1
Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context window. Powered by our open-source code-native 4B model. Drop-in for Claude Code, Cursor, Codex, OpenHands, and any BASE_URL agent.
At a glance
Is this tool relevant to you?
What it does
Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context window. Powered by our open-source code-native 4B model. Drop-in for Claude Code, Cursor, Codex, OpenHands, and any BASE_URL agent.
May suit
People who want an AI system to plan or carry out multi-step tasks.
Before you try it
The repository reports a Apache-2.0 license. Setup difficulty and device support still need to be checked upstream.
Evidence & freshness
What we know, and how recently we checked
This record comes from the wider automated directory. It has not yet passed the stronger catalog verification checks.
- Source
- Automated project sync
- Checked
- Evidence level
- Limited confidence
- Maintenance signal
- Watch40/100
Mixed maintenance signals. Review recent activity and the weaker areas before adopting it.
The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.
How verification and health scoring work
⭐
914
Stars
🍴
114
Forks
👥
2
Contributors
💚
Watch40/100
Health Score
Star History
Not enough data for chart
Health Score Breakdown
Star Momentum
0
Commit Frequency
27
Issue Health
100
Contributors
25
Release Cadence
10
Documentation
50
Community Signal
100
Project Info
- Language
- Python
- License
- Apache-2.0
- Last Commit
- 29d ago
- Last Release
- N/A
- Open Issues
- 26
- Bus Factor
- 1
- Commits/Week
- 5.4
- Avg Issue Close
- 0.4 days
agentic-codingaiai-agentsai-codingai-infrastructuredeveloper-toolsllm-gatewayllmstoken-optimization
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