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KELLY live pulserefreshed … agolearninglifetime heartbeat 0browser pulses warmingcells 0replay-ready 0engine checkinglatest cell watchingevidence checkinglive memory laneloop: checking live activity

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Interactive lens

Proof auditor · Answered directly by KELLY · public writes blocked

Ask KELLY Package truth

Glass Lab · proof lens into KELLY

Calibration

Calibration passports, Brier posture, and drive status for forecast confidence quality.

Inspect live proof, truth debt, generation wall, and organ health. This lens does not write ground truth — KELLY remains the only write authority.

live read/api/accountability/scoreboard

Reality Accountability Scoreboard

Settled Brier, reliability, vs market/expert, over-time — world truth only after settlement.

ok: true
route: /api/accountability/scoreboard
read only: true
memory write allowed: false
graphstate mutation allowed: false
event ledger mutation allowed: false

Immutable issue-time forecast for weather:geo:regina-sk-ca:temperature_2m_at_or_above_0c

Immutable issue-time forecast for weather:geo:regina-sk-ca:temperature_2m_at_or_above_0c

Immutable issue-time forecast for weather:geo:regina-sk-ca:temperature_2m_at_or_above_0c

Immutable issue-time forecast for weather:geo:regina-sk-ca:temperature_2m_at_or_above_0c

Immutable issue-time forecast for weather:geo:regina-sk-ca:temperature_2m_at_or_above_0c

Immutable issue-time forecast for weather:geo:regina-sk-ca:temperature_2m_at_or_above_0c

Immutable issue-time forecast for weather:geo:regina-sk-ca:temperature_2m_at_or_above_0c

Immutable issue-time forecast for weather:geo:regina-sk-ca:temperature_2m_at_or_above_0c

live read/api/accountability/precommit/open

Open Precommits

Forecasts sealed before outcome (no settle, no prime memory write).

ok: true
route: /api/accountability/precommit/open
read only: true
memory write allowed: false
graphstate mutation allowed: false
event ledger mutation allowed: false

Have nearby earthquakes changed risk? (San Francisco)

status: open_precommit

Have nearby earthquakes changed risk? (San Francisco)

status: open_precommit

Have nearby earthquakes changed risk? (San Francisco)

status: open_precommit

Have nearby earthquakes changed risk? (San Francisco)

status: open_precommit

Have nearby earthquakes changed risk? (San Francisco)

status: open_precommit

Have nearby earthquakes changed risk? (San Francisco)

status: open_precommit

Have nearby earthquakes changed risk? (San Francisco)

status: open_precommit

Have nearby earthquakes changed risk? (San Francisco)

status: open_precommit

live read/api/calibration/public

Public Calibration

Public calibration summary for forecast accuracy and probability hygiene.

ok: true
read only: true
memory write allowed: false
graphstate mutation allowed: false
event ledger mutation allowed: false

live read/api/calibration/drive

Calibration Drive

Operational calibration drive, settlement progress, and eligible feeds.

ok: true
read only: true
memory write allowed: false
graphstate mutation allowed: false
event ledger mutation allowed: false

live read/api/superforecasting/calibration-passport

Calibration Passport

Personal verified-set passport: dual-lane Brier, reliability bins, Brier decomposition, domain_calibration (not public skill claim).

ok: true
process is not truth: true
prime memory write: false
product scoring scope: binary_yes_no_only
settled count: 0
forecast count: 0
calibration curve status: building
route: /api/superforecasting/calibration-passport