Summary
When your agent sessions balloon past context limits or you're working with 5M+ token codebases, this is the compression playbook you need. It lays out three production strategies, with the standout being "anchored iterative summarization" that keeps structured summaries with dedicated sections for intent, file changes, and decisions. The key insight: optimize for tokens per task, not tokens per request, because aggressive compression that loses critical info just makes you refetch everything later. Especially useful when debugging why your agent forgot which files it modified. Originally from muratcankoylan's agent skills collection, now maintained by flora131.
Install to Claude Code
npx -y skills add flora131/atomic --skill context-compression --agent claude-codeInstalls into .claude/skills of the current project.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
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Integrate web data into your AI product. One API to scrape website & brand data.
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
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Start earning →
Files
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Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →First SeenJun 3, 2026
