A comprehensive system for defining, normalizing, and automating metric reporting across social, sales, and operational domains.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install metrics
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install metrics using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Metrics?
The Metrics skill is a robust framework designed for developers and data operators to manage the full lifecycle of performance indicators. It provides a standardized environment within Openclaw Skills to register metric contracts, govern complex formulas, and generate decision-oriented reports without manual overhead.
By separating raw signals from derived metrics and utilizing dimension-based scaling, it ensures your data remains consistent and actionable as your projects grow. This skill emphasizes data governance and structural integrity, ensuring that every metric tracked has a clear business meaning and a versioned formula history for reliable long-term analysis.
Metrics Use Cases
- Tracking social media engagement and sales funnel conversion rates across different channels.
- Defining and auditing financial formulas or product usage metrics with clear documentation.
- Building automated reporting packs for stakeholders that focus on actionable insights rather than vanity numbers.
- Monitoring operational performance with threshold-based alerting policies and response playbooks.
- Maintaining a version-controlled history of formula changes to prevent historical data drift.
How Metrics Works
- Initialize the metric environment by setting up the local directory structure and reviewing the integration guidelines.
- Define a formal metric contract in the registry, specifying business meaning, data sources, and update latency.
- Document formulas in the versioned formula playbook to ensure historical comparability and transparency.
- Capture raw signals and process them into normalized base metrics and derived values.
- Generate decision-oriented report packs that highlight what changed, why it changed, and what actions to take.
- Apply automation rules for threshold monitoring to trigger alerts based on predefined response playbooks.
Metrics Setup
To begin using this skill within the Openclaw Skills ecosystem, ensure the skill is installed and initialize your local environment.
# Install the metrics skill via the CLI
clawhub install metrics
# Initialize the required metrics directory structure
mkdir -p ~/metrics/{registry,formulas,reports,automations,archive}
On first use, refer to the setup.md file within the skill directory to initialize memory and configure integration behavior.
Metrics Data Schema & Taxonomy
This skill organizes all intelligence locally within the ~/metrics/ directory to ensure privacy and structured access.
| Directory | Content Type | Purpose |
|---|---|---|
memory.md |
Hot Memory | Active goals, current metrics, and reporting cadence. |
registry/ |
Warm Memory | Metric contracts and dimension dictionaries. |
formulas/ |
Warm Memory | Formula specifications with detailed version history. |
reports/ |
Warm Memory | Report outputs categorized by stakeholder and frequency. |
automations/ |
Warm Memory | Scheduled checks, alert policies, and response rules. |
archive/ |
Cold Memory | Retired metrics and historical report cycles for auditing. |
Metrics Advanced Features
- Dimension-based scaling allows you to add segments like geography or channel without creating duplicate metrics.
- Formula governance tracks versioning, change reasons, and backfill policies for all calculation logic.
- Decision-oriented output blocks ensure every report section is tied to an owner and an explicit next action.
- Threshold-based response playbooks define severity levels and escalation conditions for every automated alert.
- Seamless integration with other Openclaw Skills such as analytics, dashboard, and sql for advanced data pipelines.
SKILL.md
Loading
Related Openclaw Skills
Metaverse Navigation & Asset Management
A comprehensive AI-driven guide for navigating virtual environments, managing digital identities, and understanding Web3 platform mechanics.
Message Communication & Tone Calibration
A sophisticated messaging layer for AI agents that ensures platform-aware formatting, tone matching, and safe escalation for high-stakes communication.
Mercado Libre
A comprehensive marketplace assistant for Mercado Libre designed to automate product research, price comparison, and selling operations.
Memory
An infinite, perfectly organized long-term memory system that complements your agent's built-in memory with unlimited categorized storage.
Mexico Travel Guide
A specialized AI agent skill for discovering Mexico through local city guides, regional routes, and practical travel playbooks.
Miami AI Guide Skill
A comprehensive AI skill providing real-time local intelligence for navigating Miami as a visitor, resident, or professional.
Featured*
