5 Hacks To Cut Claude's Token Usage By 95%

@baniascodes

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Why it worked

The post provides actionable tips and specific tools that directly address a common pain point for users of large language models: high token usage and associated costs. The clear presentation of percentage savings for each hack makes the value proposition compelling.

Summary

This post presents five "hacks" or techniques to significantly reduce token usage when interacting with Claude, an AI model. Each hack is detailed with a description, installation/usage instructions, and the percentage of token reduction achieved.

Structure

1Introduction: 5 Hacks to cut Claude's token usage by 95%
2Hack 1: Caveman Skill
3Hack 2: Run context-mode On Your MCP Calls
4Hack 3: Squeeze Everything With headroom
5Hack 4: Give Claude Real agentmemory
6Hack 5: Don't Use Fable For Everything

Product placement

The post promotes techniques and tools to reduce token usage for the AI model "Claude". Specific tools mentioned include 'caveman', 'context-mode', 'headroom', 'agentmemory', and different models within 'Fable' (Opus, Sonnet, Haiku).

Original caption

5 Claude Code Tips to reduce your token usage and bill! #claudecode #softwareengineering #coding #aiengineering

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On-screen text

5 Hacks To Cut Claude's Token Usage By 95% Have more fun with Claude without hitting your limits 01 HACK Caveman Skill * Make Claude talk like a cavman. * It drops the filler and answers in tight caveman-speak. * Install it once, then flip it on with /caveman. github.com/JuliusBrussee/caveman $ claude plugin install caveman@caveman 65% fewer output tokens 02 HACK Run context-mode On Your MCP Calls * Every MCP tool call dumps its raw output straight into your context. * It runs them in a sandbox and hands back only the answer. * Session memory survives a /compact too. github.com/mksglu/context-mode $ npm install -g context-mode 98% less tool output in context 03 HACK Squeeze Everything With headroom * Compresses logs, files, RAG chunks and tool output before they reach Claude. * Wrap the command once. Nothing else in your setup changes. * Or run it as a proxy and leave your commands alone. github.com/headroomlabs-ai/headroom $ uv tool install "headroom-ai[all]" 95% fewer tokens on JSON payloads 04 HACK Give Claude Real agentmemory * Re-pasting the same project context every session is pure token waste. * Persistent memory means Claude just remembers it instead. * One command wires it into Claude Code. github.com/rohitg00/agentmemory $ agentmemory connect claude-code 95.2% recall, so you stop re- explaining 05 HACK Don't Use Fable For Everything * Four models, four jobs. Pick the smallest one that can do it. Fable 5 hardest reasoning, long horizons $10 / $50 Opus 5 complex agentic coding $5 / $25 Sonnet 5 near-Opus coding, much faster $3 / $15 Haiku 4.5 simple, high-volume tasks $1 / $5 10x cheaper on Haiku than on Fable