A comprehensive observability skill that integrates Sentry into OpenClaw for error tracking, structured logging, and AI-driven root cause analysis.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install sentry-observability
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 sentry-observability 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 Sentry Observability for OpenClaw?
The Sentry skill brings professional-grade observability to your environment, allowing developers to monitor OpenClaw instance health through detailed telemetry. By integrating Sentry, you gain deep visibility into runtime errors, structured logs, and performance traces, ensuring that your AI agents operate reliably. This integration bridges the gap between raw execution and actionable insights, making it a cornerstone for managing production-grade Openclaw Skills.
Beyond simple error reporting, this skill leverages the Sentry CLI for deep investigation. It allows users to query issues, view stack traces, and even utilize AI-powered root cause analysis to streamline the debugging process. Whether you are running a single local agent or a distributed fleet, having this level of observability is critical for maintaining uptime and optimizing performance across all your Openclaw Skills.
Sentry Observability for OpenClaw Use Cases
- Monitoring OpenClaw instances for real-time runtime errors and performance bottlenecks.
- Debugging complex agent workflows using real-time structured log streaming.
- Performing AI-driven root cause analysis on unresolved system issues.
- Managing project health across multiple Openclaw Skills through a centralized dashboard.
- Automating issue resolution tracking and team assignments within a DevOps workflow.
How Sentry Observability for OpenClaw Works
- Authenticate the environment using the Sentry CLI via OAuth device flow.
- Create a dedicated project and team within Sentry to house OpenClaw telemetry data.
- Retrieve the unique Data Source Name (DSN) to link the instance to the Sentry dashboard.
- Configure the OpenClaw gateway by adding the DSN and enabling log capture in the configuration.
- Stream telemetry, including errors and traces, directly to Sentry for persistent monitoring.
- Utilize investigation commands to query logs, view stack traces, and generate AI-led fix plans.
Sentry Observability for OpenClaw Setup
To begin, install the Sentry CLI globally and authenticate your account to allow Openclaw Skills to communicate with the Sentry API:
npm install -g sentry
sentry auth login
Next, create your project and add the generated DSN to your openclaw.json configuration file:
{
"plugins": {
"entries": {
"sentry": {
"enabled": true,
"config": {
"dsn": "https://[email protected]/0",
"enableLogs": true
}
}
}
}
}
Finally, restart your gateway to start capturing telemetry.
Sentry Observability for OpenClaw Data Schema & Taxonomy
The Sentry skill organizes observability data into projects, issues, and events for clear taxonomy. Data is structured as follows:
| Component | Description |
|---|---|
| Issues | Automatically grouped errors with unique short-IDs for quick reference. |
| Events | Individual instances of errors containing full stack traces and context. |
| Logs | Structured JSON logs including level, message, and timestamp. |
| Traces | Performance metadata depicting the lifecycle of agent executions. |
| Config | Plugin settings stored within the primary OpenClaw configuration file. |
Sentry Observability for OpenClaw Advanced Features
- AI-powered root cause analysis using Sentry Seer for automated error explanation.
- Real-time log streaming from the CLI with configurable polling intervals for live debugging.
- Automated fix planning that generates concrete steps to resolve captured issues.
- Direct API interaction for managing issue statuses, assignments, and tags without leaving the terminal.
- Internal log buffer management to ensure telemetry is flushed even in low-volume Openclaw Skills environments.
SKILL.md
Loading
Related Openclaw Skills
Reflect Notes
A secure, append-only integration for capturing thoughts, todos, and links directly into your Reflect knowledge graph.
Sui Opportunities Hunter
An autonomous DeFi analyst that scans the Sui mainnet for arbitrage, yield, and liquidity opportunities in real-time.
Gekko Yield
An automated DeFi management tool for earning sustainable USDC yield through the Moonwell Flagship vault on the Base network.
AI-C Plan: Autonomous Project Execution
An autonomous project execution skill that processes structured plans to code, test, and commit changes without human intervention.
ClawCredit
A credit line service enabling AI agents to access x402-enabled APIs and services without requiring upfront cryptocurrency.
thrd Email
thrd provides isolated, dedicated email inboxes for AI agents to manage communication safely without accessing personal accounts.
METADATA
Featured*
