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.
High-density token and context window optimizer built for Claude Opus 4.8 and Fable 5 / Mythos 5. Minimizes codebase bloat, restructuring deep dependency trees for extended reasoning and agentic tasks.
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.
Stop surprise AI bills. Track, budget, and optimize your agent spending. Cost control for AI coding agents.
🩺 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.
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.
A simple open source vibecoded prompt optimizer for personal use, you are free to use it as needed.
Local-first context hygiene tooling for AI coding sessions
Compress local codebases into dense semantic maps to maximize tokens and efficiency within Claude 3.5 Sonnet and Opus.
High-performance Reverse Proxy for LLM Caching and Deduplication (OpenAI, Anthropic, Gemini, Copilot). Saves API costs, encrypts cache at rest, and multicasts concurrent streams.
Cut up to 75% of tokens for Grok • GPT • Claude • Llama • Gemini 100% offline • Open source • AI-safe token minifier
OpenCode plugin that reduces AI token waste by 39% — 6 optimization patterns: precise prompts, anti-duplication, single-concern validation, quick routing, pre-computation, cut explore agent
Precision‑MOD is a rulebook and gate system that enforces safe, traceable change workflows for teams and agents.
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.
Token Optimizer 2026: Eliminate Ghost Tokens, Fix Context Decay & Survive Compaction
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