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 v2.20.0

Install

Choose a supported route below. Package contents, agent registration and runtime dependencies can differ between installers.

  1. Claude Code via this marketplace
    /plugin install automated-assessment@netresearch-claude-code-marketplace

    First add the marketplace once in Claude Code: /plugin marketplace add netresearch/claude-code-marketplace. Then install the selected plugin. For setup and installation scopes, see Claude Code plugin setup A plugin can include several skills and additional components.

  2. npx interactive skill selection
    npx skills add https://github.com/netresearch/automated-assessment-skill

    Requires Node.js 22.20+. Run from the target project, then choose the source skills and agents in the installer. The source ships automated-assessment and the separate add-checkpoints companion skill. Select the required instructions; see assessment installation guide The assessment evaluates only applicable published checkpoints and does not guarantee factual correctness.

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

    Allow the Composer skill installer to activate and approve skill registration when prompted. Requires netresearch/composer-agent-skill-plugin Discovers trusted skill packages and registers their instructions in AGENTS.md. Runtime tools may need separate setup.

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

    Install and activate netresearch/composer-agent-skill-plugin first; approve the selected source's skill registration. Provided by netresearch/composer-agent-skill-plugin Pins source repositories without a Packagist package and records them in composer.skills.lock. Runtime dependencies remain separate.

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 you get back

  • Structured checkpoint results and a summary of detected gaps, limited to the checkpoints actually assessed.

What it expects in your project

Check the source README for current examples, requirements and limitations. Open full README

Tags

  • development
  • skill-skills