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Instrument Existing Agent With Prefactor Sdk

Checked
prefactordev·vlatest·agents·MIT

Provides AI agents guidance and assistance for orchestrating AI agents and multi-step workflows.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add prefactordev/typescript-sdk --skill instrument-existing-agent-with-prefactor-sdk -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

prefactordev

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned prefactordev/typescript-sdk at a36ba5c3d1.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
a36ba5c3d1
Manifest
skills/instrument-existing-agent-with-prefactor-sdk/SKILL.md
Scanned
3 files, 252 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

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_order function 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.