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Metrics Dashboard

Track and visualize your agent's operational metrics. Record API calls, task completions, uptime, errors, and custom counters. Generate text-based dashboards...

skill openclawclawhub Free
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High Signal

Track and visualize your agent's operational metrics. Record API calls, task completions, uptime, errors, and custom counters. Generate text-based dashboards...

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, scripts/metrics.py

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 14 sections Open source page

Metrics Dashboard

Track your agent's operational health. Record events, count things, measure durations, and generate reports.

Why This Exists

Agents run 24/7 but have no way to answer basic questions: How many tasks did I complete? What's my error rate? How long do API calls take? Which skills do I use most? Without metrics, you're flying blind.

Record a metric

python3 {baseDir}/scripts/metrics.py record --name api_calls --value 1 --tags '{"provider": "openrouter", "model": "gpt-4"}'

Record a duration

python3 {baseDir}/scripts/metrics.py timer --name task_duration --seconds 12.5 --tags '{"task": "scan_skill"}'

Increment a counter

python3 {baseDir}/scripts/metrics.py counter --name posts_published --increment 1

Record an error

python3 {baseDir}/scripts/metrics.py error --name moltbook_verify_fail --message "Challenge solver returned wrong answer"

View dashboard

python3 {baseDir}/scripts/metrics.py dashboard

View metrics for today

python3 {baseDir}/scripts/metrics.py view --period day

View specific metric history

python3 {baseDir}/scripts/metrics.py view --name api_calls --period week

Export metrics

python3 {baseDir}/scripts/metrics.py export --format json > metrics.json python3 {baseDir}/scripts/metrics.py export --format csv > metrics.csv

Dashboard Output

The text-based dashboard shows: Uptime since first metric recorded Total events today Top metrics by count Error rate Average durations for timed operations Custom counter values

Metric Types

counter โ€” Things you count (posts published, skills scanned, comments made) timer โ€” Things you measure in seconds (API response time, task duration) event โ€” Things that happened (errors, deployments, restarts) gauge โ€” Current values (karma, budget remaining, queue depth)

Storage

Metrics are stored in ~/.openclaw/metrics/ as daily JSON files. Lightweight, no database required.

Integration

Works with the compliance audit trail โ€” log metrics events alongside audit entries for full operational visibility.

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
1 Docs1 Scripts
  • SKILL.md Primary doc
  • scripts/metrics.py Scripts