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Sift – save AI tokens in Codex/Claude by summarizing command output
Nested agent summarization cuts token costs ~45% for command-heavy workflows.
Solve My ProblemNiche Gem
piotrwilczek
231mo ago
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GitHub Repository
Token-frugal screenshots for AI agents. A default capture costs ~540 tokens instead of ~2100.
3 starsPython
Token Saving Tinyscreenshot Skill
by franze·Apr 23, 2026·2 points·1 comment
AI Analysis
●●SolidSolve My ProblemBig Brain
4x token savings on screenshots with readable text at 800px grey.
Strengths
- •Quantified savings: 2100→540 tokens default, down to 33 for layout checks
- •Visual comparison table shows exact quality tradeoffs at each size
- •Works as CLI and Claude Code skill, cross-platform with pipx install
Weaknesses
- •Fundamentally image resizing — technically straightforward implementation
- •Could be built into existing screenshot tools rather than separate utility
Category
Target Audience
Developers using AI agents with vision capabilities
Similar To
Screenshot optimization tools · AI agent vision preprocessors
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