---
title: "automated-assessment"
description: "Systematic project assessment against checkpoint-enabled skills with scripted verification + LLM review"
canonical: https://agentpluginsdirectory.com/plugins/automated-assessment
last-updated: 2026-09-22
---

# automated-assessment
Systematic project assessment against checkpoint-enabled skills with scripted verification + LLM review
- Slug: automated-assessment
- Publisher: Netresearch DTT GmbH
- Repository: https://github.com/netresearch/automated-assessment-skill
- Manifest: plugin.json
- Version: 2.18.2
- License: (MIT AND CC-BY-SA-4.0)
- Category (editorial): agent-tooling
- Skills: 2 (add-checkpoints, automated-assessment)
- MCP servers: 0
- Stars: 2
- Repository created: 2026-01-30
- Repository last pushed: 2026-09-20
- Publisher type: Organization
- Listing: https://agentpluginsdirectory.com/plugins/automated-assessment
- Schema: https://agent-plugins.org/schemas/1.0.0/plugin.schema.json

## What automated-assessment does, in the publisher's words

Systematic project assessment against all Netresearch skills with checkpoint-based verification, by Netresearch.

When asked to "ensure project aligns with all skills", LLMs typically:

- Cherry-pick obvious issues (satisficing)
- Miss 50-80% of requirements
- Report "done" without exhaustive verification

This skill enforces systematic verification through:

- Scripted pre-flight checks (mechanical, 100% accurate)
- Domain-batched LLM agents (subjective judgment)
- Structured JSON output (verifiable completeness)

From the project README, punctuation lightly normalized. Full text: https://raw.githubusercontent.com/netresearch/automated-assessment-skill/HEAD/README.md

## Skills

- add-checkpoints: Use when adding assessment checkpoints to a skill, evaluating checkpoint suitability, or generating checkpoint YAML from skill requirements. Activate on 'add checkpoints', 'generate checkpoints', or checkpoint schema tasks.
- automated-assessment: Use when working with ANY project compliance assessment, quality enhancement, or test suite improvement. MUST be triggered BEFORE manual quality work begins (e.g., to enhance tests, improve coverage, increase mutation score, or strengthen test suite). Also use for: running quality audits against ch…

Descriptions come from the frontmatter of each SKILL.md, punctuation lightly normalized.