Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.
TOON encoding for Laravel. Encode data for AI/LLMs with ~50% fewer tokens than JSON.
End-to-end token optimizer for Claude Code, Copilot CLI & OpenCode. Up to 95% bash compression, cross-call redundancy, caveman persona, markdown compressor. Zero new dependencies.
Session intelligence for Claude Code - find extra token usage, why your sessions fail, and how to fix it.
A simple open source vibecoded prompt optimizer for personal use, you are free to use it as needed.
Precision‑MOD is a rulebook and gate system that enforces safe, traceable change workflows for teams and agents.
Cut up to 75% of tokens for Grok • GPT • Claude • Llama • Gemini 100% offline • Open source • AI-safe token minifier
🩺 Diagnose, lint, and auto-fix your Claude Code setup. 9 zero-dependency ML engines: prompt injection scanner, dependency graph intelligence (PageRank + Tarjan SCC), CLAUDE.md auto-generator, .claudeignore optimizer, session cost predictor. 45+ checks, auto-fix, CI/CD ready. The missing DevTool for Anthropic Claude Code.
terse is a Rust CLI that intercepts shell commands from Claude Code hooks, runs them through an optimization pipeline, and returns compact output designed to reduce token usage while preserving key signal.
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