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Development & Engineering

agent-eval

Agent Eval is a source-indexed Agent Skill for development & engineering work. Based on the SKILL.md description, it focuses on head-to-head comparison of coding agents (claude code, aider, codex, etc.) on custom tasks with pass…. Use the linked GitHub file to confirm scope and prerequisites before enabling it.

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AI Vitamin indexes this source file; it does not certify safety, quality, compatibility, permissions, or outcomes.

What this Skill does

Agent Eval is a source-indexed Agent Skill for development & engineering work. Based on the SKILL.md description, it focuses on head-to-head comparison of coding agents (claude code, aider, codex, etc.) on custom tasks with pass…. Use the linked GitHub file to confirm scope and prerequisites before enabling it.

What the author says

Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics. Use when choosing between coding agents, or when a change to an agent setup needs measured pass rate, cost, and time rather than an impression.

Compatibility and requirements

  • Use an agent runtime that supports Agent Skills and the linked SKILL.md format.
  • Confirm the source repository's tools, SDKs, and platform prerequisites for agent workflows work.

How to install or import it

  • Open the linked GitHub SKILL.md and review its scope and setup instructions.
  • Install or import the skill using the agent runtime's documented workflow.
  • Run a small, non-sensitive test and verify the output before broader use.

Permissions and risks

  • Review every command, file path, network request, dependency, and credential scope before enabling it.
  • GitHub stars indicate popularity, not safety or correctness; validate the source and test with non-sensitive data.

Example workflows

  • Ask an AI agent to apply Agent Eval to agent workflows work described in the source record.
  • Have the agent state assumptions, required tools, and expected output before using this development & engineering skill.
  • Compare the result with the linked GitHub SKILL.md and verify it against your project requirements.

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