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.
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Files
SKILL.md
Select a file.
Featured
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →First SeenJun 3, 2026
