
paritok-4b-v1
by Paritok-official (organization)
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… (description from the project’s GitHub page)
Repository facts
- Stars
- 1,461
- Forks
- 140
- Open issues and pull requests
- 7
- Primary language
- Python
- License
- Apache License 2.0 (Apache-2.0)
- Owner
- Paritok-official · Organization
- Created
- Jul 15, 2026
- Last push
- Oct 6, 2026
Topics
Add this badge to your README
Shows this repository’s rank in AI on GitHub and links back to this page. Ranks are by stars and change when the list is refreshed. The badge is not an endorsement or a rating. About the badges
Markdown (for a README)
[](https://unitedstatesofamericasuperintelligence.com/github/paritok-official--paritok-4b-v1/)
HTML
<a href="https://unitedstatesofamericasuperintelligence.com/github/paritok-official--paritok-4b-v1/"><img src="https://unitedstatesofamericasuperintelligence.com/badges/github/paritok-official--paritok-4b-v1.svg" alt="Ranked #4,662 in AI on GitHub" height="20"></a>
Related projects
Projects that share this one’s GitHub topics.
Rank 2,034: yvgude/lean-ctx
LeanCTX — Context Gateway for AI Systems. Control what your AI can see. Open-source Engine for context selection, supported controls, and evidence.
3,885 starsRustApache-2.0Last push Oct 18, 2026
Rank 55: rtk-ai/rtk
CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies
83,844 starsRustApache-2.0Last push Oct 17, 2026
Rank 2,783: teaql/teaql-agent-kit
A model-driven harness for AI coding agents: semantic modeling, app generation, progressive API Assist and evidence-based verification.
2,817 starsPythonMITLast push Sep 27, 2026
Rank 8,088: ojuschugh1/sqz
Context compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client…
652 starsRustApache-2.0Last push Oct 11, 2026
Rank 5,074: 2akouwu/reverify
Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Re…
1,305 starsPythonMITLast push Oct 1, 2026
Rank 5,594: DeepMyst/Mysti
AI coding dream team of agents for VS Code. Claude Code + openai Codex collaborate in brainstorm mode, debate solutions, and synthesize the best approach for your code.
1,143 starsTypeScriptApache-2.0Last push Oct 13, 2026