Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.
Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP server, self-teaching protocol. Zero runtime deps.
TOON encoding for Laravel. Encode data for AI/LLMs with ~50% fewer tokens than JSON.
token-ninja routes deterministic shell commands locally — zero LLM calls, ~19µs latency. Works silently inside AI tools via MCP.
Compress logs for LLM analysis — Rust-powered, Python API. 40-60% token savings.
Maximum Claude output with minimum tokens. 50+ compression patterns, 10 system prompts, benchmarked results. Star to unlock usage.
astro-agent-optimized(AAO) is agent-optimized output for Astro JS tools.
Local AI Context Compressor with Claude Code, Codex and Cursor profiles, duplicate-context removal, Git diff prioritization, generated-file filters, conversation summaries, token estimates, reusable presets and clipboard/folder workflows.
A modular toolkit for Claude Code to optimize context, planning, and agent execution with lower token usage and less repeated codebase discovery.
⚡ Universal IDE plugin & proxy that cuts LLM token consumption by up to 70% using deterministic AST pruning & context compression. Written in Go.
A simple open source vibecoded prompt optimizer for personal use, you are free to use it as needed.
Trim Python code for LLMs by removing comments, docstrings, and whitespace. Save AI tokens, reduce API costs, and fit more code into ChatGPT, Claude, and Gemini.
High-performance AST codebase context distiller and token optimizer for AI coding agents
Proxy local para la API de Anthropic que reduce el consumo de tokens entre un 70–90% de forma transparente. Aplica caché de prefijos, compresión de historial, batching automático y ajuste dinámico de tokens sin modificar el código cliente. Compatible con Fable 5, Sonnet, Haiku y Opus.
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.
High-performance LLM proxy, smart router, and WASM extension runtime with multi-provider support, token optimization, guardrails, and OpenAI/Anthropic/Gemini dialect translation.
Reduce LLM token usage by 40–75 percent with this CLI tool and SDK. Optimize prompts for Claude, OpenAI, and other models without needing an API key.
Local-first context hygiene tooling for AI coding sessions
High-performance AI-native shell, process executor, snapshot engine, and MCP server in Rust.
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