Prefactor
Official@prefactordev · Australia
Evaluate your AI agents in real time.
Agent Skills by Prefactor
Showing 11 vetted skills indexed across 1 GitHub repositories.
prefactordevdesloppify
Scan codebases to identify technical debt and code quality issues.
prefactordevcaveman-review
Generate one-line code review comments for PR diffs with line references.
prefactordevtest-auditor
Audit test suites to classify tests as keep, revise, or remove.
prefactordevai-sdk
Explain AI SDK usage for agents, chatbots, tool loops, and embeddings.
prefactordevcaveman
Compress technical responses into terse, accurate communication modes.
prefactordevcreate-provider-package-with-core
Build custom provider adapters on @prefactor/core for agent, LLM, and tool tracing.
prefactordevbootstrap-existing-agent-with-prefactor-cli
Provision Prefactor environment, agent, and instance IDs via CLI.
prefactordevinstrument-existing-agent-with-prefactor-sdk
Instrument existing agents with Prefactor to trace run, LLM, and tool boundaries.
prefactordevinspect-agent-run-with-prefactor-cli
Analyze Prefactor span data to identify root causes of agent-run issues.
prefactordevwrite-span-summary-templates
Create Liquid templates that render concise Prefactor span summaries.
prefactordevreport-agent-risk-data
Populate data_risk metadata on span types for Prefactor-instrumented agents via SDK or CLI.
Frequently Asked Questions About Prefactor
FAQPage SchemaWhat specific tasks can be performed using Prefactor?▼
Prefactor enables real-time observability by tracing execution boundaries, auditing test suites for maintenance, and scanning codebases for technical debt. It provides mechanisms to instrument runtimes, generate concise span summaries using Liquid templates, and populate metadata regarding data risk for compliance monitoring.
Which personas benefit most from Prefactor?▼
Prefactor is designed for software engineers, site reliability engineers, and technical leads managing complex agentic systems. It serves developers who need to debug non-deterministic execution paths, maintain high code quality standards, and ensure visibility into the internal decision-making processes of their deployed systems.
What are the prerequisites for instrumenting an existing system?▼
To instrument a system, you must integrate the core package to enable span tracing and boundary monitoring. Prerequisites include access to the codebase for environment provisioning, the ability to configure instance identifiers, and the implementation of span summary templates to render output data effectively.