analyst-watchdog

Automated monitoring agent that watches an API scoreboard, detects milestones, writes findings to markdown, and alerts via file-based triggers. Use when you need an autonomous agent that monitors a system and produces structured analysis without human intervention.

作者: admin | 来源: ClawHub

**Last used:** 2026-03-24 **Memory references:** 1 **Status:** Active # Analyst Watchdog An autonomous monitoring agent pattern: watch a system, detect changes, write findings, alert when thresholds are crossed. Runs on a schedule (LaunchAgent or cron) without human intervention. ## Pattern ``` API Endpoint → Poll → Detect Changes → Write FINDINGS.md → Write OUTBOX.md (for orchestrator) → Write ALERT_TELEGRAM.md (urgent) ``` ## What It Monitors Configurable, but the reference implementation tracks: - Model evaluation scores hitting milestones (n=50, 100, 150, 200) - Promotion events (model proven equivalent to cloud baseline) - Score anomalies (sudden drops or improvements) - System health degradation ## Alert Tiers | File | Urgency | Who Reads It | |---|---|---| | `FINDINGS.md` | Low | Background knowledge | | `OUTBOX.md` | Medium | Orchestrator on next heartbeat | | `ALERT_TELEGRAM.md` | High | Sent immediately, then deleted | ## Files - `scripts/analyst_agent.py` — Reference watchdog implementation

analyst-watchdog