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 checkpoint-enabled skills, verifying release readiness, mechanical checks, or LLM-assisted code reviews.
From automated-assessmentnpx claudepluginhub netresearch/claude-code-marketplace --plugin automated-assessmentThis skill is limited to using the following tools:
assets/llm-rubric-dependency-compatibility.mdassets/llm-rubric-repo-health.mdassets/skill-template/checkpoints.yamlevals/evals.jsonreferences/checkpoint-coverage-requirements.mdreferences/checkpoint-workflow.mdreferences/checkpoints-schema.mdreferences/dependency-compatibility.mdreferences/migration-guide.mdscripts/run-checkpoints.shGuides Next.js Cache Components and Partial Prerendering (PPR) with cacheComponents enabled. Implements 'use cache', cacheLife(), cacheTag(), revalidateTag(), static/dynamic optimization, and cache debugging.
Migrates code, prompts, and API calls from Claude Sonnet 4.0/4.5 or Opus 4.1 to Opus 4.5, updating model strings on Anthropic, AWS, GCP, Azure platforms.
Details PluginEval's skill quality evaluation: 3 layers (static, LLM judge), 10 dimensions, rubrics, formulas, anti-patterns, badges. Use to interpret scores, improve triggering, calibrate thresholds.
Systematic compliance assessment against checkpoint-enabled skills.
/assess # All matching skills
/assess skill-repo typo3-testing # Specific skills only
/assess --force # Ignore preconditions
/assess --mechanical-only # Scripted checks only
/assess --autofix # Fix issues automatically
/assess --review # Categorize failures
/assess --autoimprove # Fix + propose improvements
/assess dependency-compatibility # Dependency compat checks
/assess --pre-push # Pre-push validation gate
/assess --check-coverage # Verify checkpoint coverage
| Option | Effect |
|---|---|
<skill-names> | Run checkpoints for named skills only (also accepts domain names like dependency-compatibility) |
--force | Skip precondition checks |
--mechanical-only | Skip LLM reviews |
--autofix | Fix failures via responsible skill, re-verify |
--review | Categorize failures, suggest skill improvements |
--autoimprove | Fix + propose checkpoint changes; add --create-issues to file issues |
--json | Raw JSON output |
--pre-push | Run pre-push gate (PHPStan, tests, PHP-CS-Fixer, Rector) |
--check-coverage | Verify adequate checkpoint coverage |
CRITICAL: Run /assess BEFORE manual quality work (enhance tests, improve coverage, strengthen suite, upgrade PHPStan, etc.). Assessment generates a structured gap analysis, preventing wasted iterative discovery.
/assess with relevant skills--autofix for automated resolution)/assess to verifyMechanical: file_exists, file_not_exists, contains, not_contains, regex, json_path, gh_api, command. LLM: llm_review (grouped by domain). See references/checkpoints-schema.md.
repo-health security code-quality documentation git-workflow docker ddev upgrade dependency-compatibility pre-push
--autofix invokes responsible skill for failures, re-verifies. Statuses: auto-fixed, needs-review, unfixable. --review/--autoimprove create feedback loops.
Only installed tools (vendor/bin/*) are checked. Missing tools pass. IDs: PP-01 (PHPStan), PP-02 (PHPUnit), PP-03 (PHP-CS-Fixer), PP-04 (Rector).
error = blocks release, warning = recommendation, info = optional.