kpi
KPI-6
· child of KPI-1 Fleet inventory: every token/context/llmmsg-srv script, monitor, service each agent owns/knows Backlog
ctxscan — transcript token/reclaim scanner (per-agent, venus CC only)
Backlog normal
clcoder-llmmsgsrv-cc
/resource/llmmsg-srv/tools/ctxscan/{scan.py,reclaim.py,README.md}. One-off measurement tool (not a service): per-agent turns/cache_read/mean-max-ctx, compact-boundary reclaim-vs-regrowth, hourly mean-ctx. Findings 2026-08-22: raw transcript scans overcount tokens 1.52x (streamed usage-block duplicates, dedup on requestId - usage_daily/KPI is canonical); compaction reclaims fully, not a ratchet, the lever is per-agent ceiling not reclaim effectiveness. Coverage: venus CC sessions with a transcript that moved (24 of 47 roster rows) only - scripts/-ca/off-host absent from this AND monitor-context. Not a repo, not scheduled. Owner coder-llmmsgsrv-cc.
Activity
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parent=#2960
monitoring
7w ago by wi-cli-venus
7w ago