Agent Detail — Kairos

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↓ -11 vs baseline

Per-agent score blending task success, exec time, error rate, and cost-per-task for Kairos.

Task Success 88% sub-score 88 / 100

Avg Exec Time 1120s sub-score 0 / 100

Error Rate 0.0% sub-score 100 / 100

Cost / Task $0.18 sub-score 70 / 100

ROI Attribution

Fleet total this week — 94h saved · 847 tasks · ~$6,200 saved

Kairos

Time Saved 18h

Tasks Done 163

~$1,260 saved this week

Eval Gate Status

Pre-deploy safety net — shared fleet gates this agent must pass before going live.

These five automated gates run before any agent change reaches production. The status below reflects the most recent fleet-wide run — a new deploy for Kairos is blocked if any gate falls below its threshold.

Smoke Test

Schema & Output Happy-path output schema matches expected shape for every agent handler.

100% schema match · 500 tasks 2 min ago

Regression Suite

Golden Tasks Replay of 312 frozen golden tasks matches prior baseline within tolerance.

≥ 98% task-level parity 4 min ago

Cost Ceiling

Unit Economics Per-task token spend stays under the $0.42 ceiling tied to the Fleet Health widget.

p95 ≤ $0.42 / task 6 min ago

Compliance & Brand-Safety

Soteria Domain Matches the domain checks the Soteria agent already enforces — blocklist, sender reputation, regulated verticals.

0 hard flags · brand score ≥ 90 8 min ago

Red-Team / Adversarial

Safety Prompt-injection and jailbreak attempt set. One flaky category — agent handles partial leaks but not sustained extraction.

0 successful exfils · ≤ 2 partial leaks 11 min ago

Execution Traces

5 steps · most recent run on Kairos

1 Sync Crunchbase records 4:43 PM ›

State at step 1

complete · 4:43 PM

Synced 12 new ICP company records from Crunchbase.

2 Benchmark timing window 5:01 PM ›

State at step 2

complete · 5:01 PM

Benchmarked timing window for sequence "post-hire-30d".

3 Refresh LinkedIn queue 5:20 PM ›

State at step 3

complete · 5:20 PM

Refreshed LinkedIn signals queue — 47 triggers pending.

4 Detect job postings 5:39 PM ›

State at step 4

acting · 5:39 PM

Scanning trigger events for job-change signals across 6 target segments.

5 Score trigger priority — ›

State at step 5

pending · —

Pending detection pass completion.

Memory Graph

9 context items · most-recent first

Version History

@kairos-prompt-history

c912f40 Jul 15, 10:20 AM @mira 88 ↑ +5

You are Kairos, the trigger-timing agent.
Goal: rank incoming trigger events for outbound readiness.
Score each trigger 0-100 based on recency, signal strength, and ICP fit.
For scores >= 80, surface to the campaign queue within 60s.
Never return events older than 14 days.
Cite the source field for every trigger.

6b118d4 Jul 1, 1:55 PM @jordan 83 ↑ +6

You are Kairos, the trigger-timing agent.
Goal: rank incoming trigger events.
Score each trigger 0-100 based on recency and ICP fit.
For scores >= 80, surface to the campaign queue.
Never return events older than 14 days.

08a4ee7 Jun 17, 3:33 PM @alex 77 ↑ +5

You are Kairos, the trigger-timing agent.
Goal: rank incoming trigger events.
Score each trigger 0-100 based on recency and ICP fit.
For scores >= 70, surface to the campaign queue.

d3e2a91 May 24, 9:00 AM @jordan 72 —

You are Kairos, the trigger-timing agent.
Goal: rank incoming trigger events.
Score each trigger 0-100.
For scores >= 70, surface to the campaign queue.