{"repo":"NousResearch/hermes-agent","public_id":"1136","display_label":"Proposals to compress LLM tool output tokens","summary":"These members propose adding a configurable compression layer for tool results and LLM inputs to reduce token usage and associated costs. They include an RFC, feature requests, and a specific integration suggestion, but no confirmed implementation exists.","subsystem":"agent","counts":{"members":4,"open_issues":2,"open_issues_distinct":2,"open_prs":0,"closed_issues":2,"merged_prs":0,"attempt_prs":0},"landed_fix":null,"resolution":{"state":"unresolved","by":null},"freshness":{"state":"never_verified","last_verified_at":null,"is_stale":false},"grouping":{"backbone":"LLM_ONLY","link_density":0.18000000000000002},"fix_edges":[],"members":[{"kind":"issue","number":1136,"title":"[Feature]: Add support for LLM input compression to save 40-60% on LLM costs","url":null,"state":"closed"},{"kind":"issue","number":31400,"title":"RFC: Pluggable type-aware output-compressor pipeline for tool results","url":null,"state":"closed"},{"kind":"issue","number":39691,"title":"feat(compression): integrate headroom-ai for tool output compression","url":null,"state":"open"},{"kind":"issue","number":40269,"title":"[Feature]: I vibed a hermes-headroom wrapper that saved me 70%, someone should integrate something like it ASAP.","url":null,"state":"open"}],"trust":{"default_tier":"verified","includes_suggested":false}}