Instrument Existing Agent With Prefactor Sdk
Provides AI agents guidance and assistance for orchestrating AI agents and multi-step workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add instrument-existing-agent-with-prefactor-sdk npx -- -y @trustedskills/instrument-existing-agent-with-prefactor-sdk
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"instrument-existing-agent-with-prefactor-sdk": {
"command": "npx",
"args": [
"-y",
"@trustedskills/instrument-existing-agent-with-prefactor-sdk"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill allows you to instrument an existing AI agent with the Prefactor SDK. It provides a mechanism for integrating Prefactor's observability and control features into your agent’s workflow, enabling detailed tracking of actions and state changes. This integration facilitates debugging, performance optimization, and enhanced governance over agent behavior.
When to use it
- Debugging complex agent workflows: Identify bottlenecks or unexpected behaviors within an existing agent by instrumenting its execution with Prefactor.
- Monitoring agent performance: Track key metrics like action latency and resource consumption for ongoing optimization of your agent's efficiency.
- Implementing governance controls: Gain visibility into the decisions made by an agent to ensure compliance with policies or safety guidelines.
- Integrating with existing infrastructure: Connect your agent’s data streams to Prefactor for centralized monitoring and analysis.
Key capabilities
- Integration with Prefactor SDK
- Observability of agent actions
- Tracking of agent state changes
- Debugging support
Example prompts
- "Instrument this agent with the Prefactor SDK."
- "Add Prefactor tracing to the
process_orderfunction in my agent." - "Connect my existing agent's logs to Prefactor for analysis."
Tips & gotchas
- Requires familiarity with the Prefactor SDK and its installation process.
- Ensure your agent’s codebase is compatible with the Prefactor SDK version being used.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.