MEASURED LEVER: MCP http transport costs ~60k context per agent

KPI-31 kpi Canceled high ↳ KPI-1

KPI-47 stage 3: unregister from hub + kill process after M more ignored DMs

KPI-56 kpi Canceled high ↳ KPI-47

KPI-47 stage 2: after N ignored DMs, alert Elazar on all channels

KPI-55 kpi Canceled high ↳ KPI-47

KPI-46 DM fan-out: every elazar CLI session, not one hub DM

KPI-54 kpi Canceled high ↳ KPI-46

KPI-46 Linux notification leg: inotify/notify-send on whey, venus, lezama

KPI-53 kpi Canceled high ↳ KPI-46

KPI-46 email leg: mail Elazar on every finding / escalation

KPI-52 kpi Canceled high ↳ KPI-46

KPI-58 acceptance audit of the pg-backed kpi.pensanta.com page

KPI-64 kpi Canceled high ↳ KPI-58

DUPLICATE COLLECTION: two parsers scan the same transcript jsonl for tokens

KPI-12 kpi Canceled high ↳ KPI-1

OPS-125 M-DEADSEAT: distinguish NEVER-EXISTED from LAPSED dead seats

KPI-70 kpi Canceled

OPS-125 M-DEADSEAT: add maintainer-registry check as a third, separate alert line

KPI-69 kpi Canceled

26 analysis views incl. v_kpi_* scoreboard and vUsageDataPerAgent*

KPI-10 kpi Canceled ↳ KPI-45

scan-context.py / transcript_signal.py / memory-trim-candidates.py

KPI-32 kpi Canceled ↳ KPI-1

COVERAGE LIMIT: what my data cannot see

KPI-22 kpi Canceled ↳ KPI-1

Known-of, not mine: other token/context collectors on venus

KPI-21 kpi Canceled ↳ KPI-1

context-venus-tick units + alert path (the live actuator wiring)

KPI-20 kpi Canceled ↳ KPI-1

MEASUREMENT.md - methodology + measured limits of the context data

KPI-14 kpi Canceled ↳ KPI-1

analyze-agent-context.sh - one-shot per-agent context diagnosis

KPI-13 kpi Canceled ↳ KPI-1

context-monitor.sh - shared fleet context monitor (PATH script)

KPI-9 kpi Canceled ↳ KPI-1

monitor-context.sqlite - the venus context/token datastore

KPI-8 kpi Canceled ↳ KPI-1

tick.py - venus /compact auto-actuator (OPS-24 sole actuator)

KPI-2 kpi Canceled ↳ KPI-1

ccusage-watch.sh v2.6 - token burst detection off usage.polls deltas

KPI-29 kpi Canceled ↳ KPI-1

ccusage-snapshot.sh v2.2 - per-project/per-model token usage into pg usage.daily

KPI-28 kpi Canceled ↳ KPI-1

llmmsg-kpi-coach.sh v1.8 - daily coaching pass over the KPI report

KPI-27 kpi Canceled ↳ KPI-1

llmmsg-kpi-report.sh v1.13 - daily hub KPI report from v2.sqlite

KPI-26 kpi Canceled ↳ KPI-1

context-monitor-whey.timer (whey, --user scope, ~14min) - armed instance of monitor-context-cc script

KPI-24 kpi Canceled ↳ KPI-1

ccusage-daily-kpi.sh + timer (whey, system scope, daily 08:00) - token usage KPI collector

KPI-15 kpi Canceled ↳ KPI-1

kpi-web (whey, :9876): RUNNING but NON-FUNCTIONAL and UNUSED - 502 permission denied on every view, zero requests 7d (self-corrected; my earlier "live" was a 200 on the static shell)

KPI-34 kpi Canceled ↳ KPI-1