Development

Automated Assessment

Systematic project assessment against checkpoint-enabled skills with scripted verification + LLM review. Supports any project type via skill-level preconditions. CLI: /assess [--autofix] [--review] [--autoimprove]. Includes /assess:add-checkpoints to onboard new skills. By Netresearch.

Latest release v2.9.0

Install

Pick whichever fits your project — they all reach the same skill.

  1. Claude Code via this marketplace
    /plugin install automated-assessment@netresearch-claude-code-marketplace
  2. npx any Agent Skills CLI
    npx skills add https://github.com/netresearch/automated-assessment-skill --skill automated-assessment

    Universal Agent Skills CLI from skills.sh — works across Claude Code, Cursor, GitHub Copilot, Codex, Gemini CLI and 30+ more agents.

  3. composer require PHP project, as a package
    composer require netresearch/automated-assessment-skill

    Requires netresearch/composer-agent-skill-plugin — resolves Agent Skills as Composer dependencies in PHP projects, auto-discovers skills, generates AGENTS.md.

  4. composer skills:add PHP project, direct source
    composer skills:add github:netresearch/automated-assessment-skill

    Provided by netresearch/composer-agent-skill-plugin — pins skill repos directly without going through Packagist, locks them in composer.skills.lock.

What you can do with it

  • Systematic project assessment against checkpoint-enabled skills with scripted verification + LLM review
  • Supports any project type via skill-level preconditions
  • CLI: /assess [--autofix] [--review] [--autoimprove]
  • Includes /assess:add-checkpoints to onboard new skills

What it expects in your project

Tags

  • development
  • improvement-loop