Optimize token usage for Claude API calls

Honey (I Shrunk the AI) by GreenPT: a cross-tool coding skill that cuts AI coding-agent token usage and LLM API costs — write less code, less prose, and denser agent-to-agent handoffs (−53%, lossless in benchmarks) with no loss of quality. Works with Claude Code, Cursor, GitHub Copilot, Codex, Gemini CLI, Windsurf, Cline & Kiro.

Claude Code plugin that tracks token usage, identifies wasted context, and saves 30-50% on API costs. Heatmaps, ROI reports, budget alerts, efficiency scores, git-aware suggestions — all local, zero config.

Claude Code skills for developers who code like cats — never more effort than the problem requires.

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, Copilot, Aider, and 20+ AI coding tools with zero configuration. Every tab, terminal, and AI stays automatically synchronized. One brain. Everywhere.

45% cost reduction measured. The only Claude Code plugin built from CC source analysis — cache expiry prevention, SubTask auto-delegation, zero-cost context restoration, real-time dashboard. Max Plan + API pay-per-use.

Eco mode for Claude Code. /eco: -31% to -73% output tokens with critical findings intact; /eco-max: up to -75% with lowered effort. Measured hardest on Claude Fable 5 (fable5), deep-studied on Sonnet 5, works on Opus 4.8 too. We publish our negative results. 82 raw benchmark runs.

🤫 Token-lean sessions at the harness level. An easy to grasp output style, output-shrinking hooks, and log compression cut both input and output tokens.

Verdict-first output for AI coding agents. Tiny prompt + installer for Claude Code, Codex, Gemini, Cursor, opencode, and 30+ agents.

Token-efficient Claude Code workspace with parallel agents and persistent memory. Research → Plan → Implement → Validate workflow.

Local-first context compression for AI coding tools. One binary saves 85-93% of redundant tokens across every LLM call.

Chrome Extension that lets you continue any AI conversation anywhere—without losing context. No more copy-paste—move full context across AI tools.

AI-powered MCP proxy for Playwright and Figma. Optimize Claude Code and AI agents with session recovery, context reduction and intelligent tool routing.

reShapr website

Token-saving code search for AI coding agents — TypeScript, JavaScript & Python (zero setup), C#, C++, Go & 30+ more, via a language-server or tree-sitter index instead of grep. Local-only, no IDE. Claude Code plugin + MCP + CLI.

Claude Code CLI skill that delegates complex tasks to an OpenCode subagent via ACP protocol, saving 50-90% tokens.

Open-source library of token-efficient prompts — 18 prompts, 14 categories, 3 variants each (Lean/Balanced/Max Quality). Covers code, research, creative writing, career, mental health, and more.

50%+ fewer input tokens. 20%+ shorter output. Do more work in the same context window.

Memory washer/defragmenter for AI agent class-B memory - cleans the FAT, never the MEAT. Code-enforced zero-fact-loss gate, plan-sourced deletes with snapshot+rollback undo (not pre-approval), force-runs at the economic cut-point, transactional apply. Zero-dependency, Phoenix-13. Part of TheColliery.

Reduce noisy shell, CI, diff, and MCP-adjacent output into compact answers your coding agent can actually use. Alembic is a local, skill-first tool for Codex and Claude that cuts context waste without adding a network dependency.