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Analyst Watchdog

Name: Analyst Watchdog
Author: nissan

作者 Nissan Dookeran · GitHub ↗ · v1.0.1 · MIT-0

cross-platform ✓ 安全检测通过

362

总下载

当前安装

版本数

在 OpenClaw 中安装

/install analyst-watchdog

功能描述

Automated monitoring agent that watches an API scoreboard, detects milestones, writes findings to markdown, and alerts via file-based triggers. Use when you...

使用说明 (SKILL.md)

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

安全使用建议

This skill appears coherent and limited to local monitoring. Before installing, confirm the control-plane API at localhost:8765 is the intended trusted endpoint and that writing/overwriting files under the skill's workspace (projects/hybrid-control-plane and agents/analyst) is acceptable. If you are concerned about accidental file writes, run the script in a sandbox or inspect/backup the target directories. If you need remote alert delivery, note that this script only writes local alert files; an external orchestrator must pick them up to send messages.

功能分析

Type: OpenClaw Skill Name: analyst-watchdog Version: 1.0.1 The analyst-watchdog skill is a standard monitoring utility designed to poll a local API endpoint (localhost:8765) and log performance milestones to local Markdown files. The script (scripts/analyst_agent.py) uses safe standard library functions for network requests and file I/O, with no evidence of data exfiltration, unauthorized execution, or obfuscation. Its behavior aligns perfectly with the documentation provided in SKILL.md.

能力评估

✓ Purpose & Capability

Name/description describe a local monitoring/alerting agent and the implementation requires only python3 and accesses a local control-plane API (http://localhost:8765). Required binaries and behavior are proportionate to the stated purpose.

✓ Instruction Scope

SKILL.md instructs the agent to poll a local API and write FINDINGS/OUTBOX/ALERT files; the included Python does exactly that. It reads project score files and writes state and alert files under the workspace; there are no instructions to read unrelated system secrets or transmit data off-host.

✓ Install Mechanism

No install spec is provided (instruction-only with a reference script). No downloads, package installs, or archive extraction are present.

✓ Credentials

The skill requests no environment variables, credentials, or config paths. The script uses only local filesystem paths relative to the skill workspace and calls localhost endpoints; requested access is minimal and consistent with the functionality.

✓ Persistence & Privilege

always is false (not force-installed). The skill runs as an agent when invoked; it does not modify other skills or system-wide configs. It creates and updates local state and markdown files as expected for an autonomous watchdog.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install analyst-watchdog
安装完成后，直接呼叫该 Skill 的名称或使用 /analyst-watchdog 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.1

Add security_notes: local-only monitoring, no external data transmission

v1.0.0

Initial release — autonomous system monitoring agent pattern

元数据

Slug analyst-watchdog

版本 1.0.1

许可证 MIT-0

累计安装 1

当前安装数 1

历史版本数 2

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