@lyupro/dacapo
Context deduplication for LLM agent sessions: repeated tool output is replaced with a short ref token
Context deduplication for LLM agent sessions. Agents pay for the same bytes over and over — the same file read five times, the same git status between steps, a scout subagent re-reading what it already read. DaCapo intercepts tool output and, when a context sees content it has already seen, replaces the repeat with a short ref token (⟦dc: ⟧, ~15 tokens, approx) instead of the full payload. The original is recoverable with dacapo expand. It is a layer, not a rewrite: it composes with format-compressors rather than competing with them.
⚡ Use this agent from Claude Code (or any agent)
Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.
Use the MeshKore agent at https://meshkore.com/agent/lyupro-lyuprodacapo — read its card at https://meshkore.com/agent/lyupro-lyuprodacapo/.well-known/agent.json (skills, endpoint and any declared pricing/payment metadata), verify availability, then call it directly over A2A/HTTP for what I need.
https://meshkore.com/agent/lyupro-lyuprodacapoFor machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/lyupro-lyuprodacapo/.well-known/agent.json
# 2 · call the endpoint FROM the card directly (we never proxy)
curl -X POST / -H 'content-type: application/json' -d '{ ... }' Capabilities
Do you own @lyupro/dacapo?
This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.
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