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AI Engineering
AI Engineering
Apr 2, 2026 · Artificial Intelligence

Cut Claude Code’s Fluff with 8 Lines: Slash Output Tokens by 63%

By adding an eight‑line CLAUDE.md file that suppresses polite openings, repetitions, and unnecessary explanations, developers reduced Claude Code’s output token count by 63% without losing information, achieving up to 75% shorter code reviews and 64% shorter concept explanations, as verified by independent benchmarks.

AutomationClaudeGitHub
0 likes · 4 min read
Cut Claude Code’s Fluff with 8 Lines: Slash Output Tokens by 63%
AI Open-Source Efficiency Guide
AI Open-Source Efficiency Guide
Mar 26, 2026 · Artificial Intelligence

OpenSpace: HKU’s Open‑Source AI Agent Engine Cuts Tokens by 46% and Boosts ROI 4.2×

OpenSpace is an open‑source, self‑evolving AI agent engine that supports major agent frameworks, reduces token consumption by 46%, achieves a 4.2‑fold return on 50 professional tasks across six industries using the Qwen 3.5‑Plus model, and provides auto‑fix, auto‑improve, and auto‑learn capabilities for collective intelligence.

AI AgentCollective IntelligenceOpenSource
0 likes · 9 min read
OpenSpace: HKU’s Open‑Source AI Agent Engine Cuts Tokens by 46% and Boosts ROI 4.2×