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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...

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Install for OpenClaw

Known item issue.

This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file.

Quick setup
  1. Open the source page and confirm the package flow manually.
  2. Review SKILL.md if you can obtain the files.
  3. Treat this source as manual setup until the download is verified.

Requirements

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

Package facts

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

Validation

  • Open the source listing and confirm there is a real package or setup artifact available.
  • Review SKILL.md before asking your agent to continue.
  • Treat this source as manual setup until the upstream download flow is fixed.

Install with your agent

Agent handoff

Use the source page and any available docs to guide the install because the item currently does not return a direct package file.

  1. Open the source page via Open source listing.
  2. If you can obtain the package, extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the source page and extracted files.
New install

I tried to install a skill package from Yavira, but the item currently does not return a direct package file. Inspect the source page and any extracted docs, then tell me what you can confirm and any manual steps still required.

Upgrade existing

I tried to upgrade a skill package from Yavira, but the item currently does not return a direct package file. Compare the source page and any extracted docs with my current installation, then summarize what changed and what manual follow-up I still need.

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