Analyst Watchdog

该 Skill 提供一个自主监控代理模式：按计划轮询本地 API 评分看板，检测模型评估里程碑、晋级事件、分数异常与系统健康退化，并把结果分级写入本地 Markdown 文件（发现记录、编排器消息、高优先级告警）。参考实现为 Python 脚本；全部操作在本地完成。

nissan

热度 68.85

最近更新 2026-05-11 17:28:01

分类：自动化依赖：代码执行 / 读写文件 / 第三方 API应用场景：工作流 / 自动化脚本 / 报告撰写

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add analyst-watchdog

Metadata

name: analyst-watchdog
version: 1.0.1
description: 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.
metadata: {"openclaw":{"emoji":"📊","requires":{"bins":["python3"],"env":[]},"primaryEnv":null,"network":{"outbound":false,"reason":"Reads from a local API endpoint (localhost). All output is written to local files."},"security_notes":"All operations are performed locally. No data leaves the user's machine. The skill polls a local API (localhost) and writes findings to local files only."}}

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