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verify-workflow

Verify plan-marshall workflow outputs using deterministic scripts and LLM judgments.

4|Updated Jan 11, 2026
Search Tags:#workflow#verification#LLM#artifacts#traceability#assessment
One-click install
npx skills add https://github.com/cuioss/plan-marshall --skill verify-workflow
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: verify-workflow
Source: https://github.com/cuioss/plan-marshall/tree/main/.claude/skills/verify-workflow
Command: npx skills add https://github.com/cuioss/plan-marshall --skill verify-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Verifies workflow outputs by blending deterministic script-based checks with LLM-driven judgments to ensure plan-marshall verifications are consistent, auditable, and reusable.

Core Features & Use Cases

  • Hybrid verification combining deterministic checks and LLM scoring to produce actionable results.
  • Phase-spanning analysis across 1-init to 6-finalize, including structural verification, semantic assessment, and issue tracing.
  • Output artifacts and traces: assessment-results.toon, component-trace.md, structural-analysis.toon, and issue-analysis.md for root-cause analysis.

Quick Start

Trigger the verification by running the command to start automated checks.

Frequently Asked Questions about verify-workflow

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How does hybrid verification for LLM workflow artifacts work?▼

Hybrid verification blends deterministic script-based checks with LLM-driven judgments to validate workflow artifacts, ensuring outputs are structurally sound, semantically accurate, and fully auditable.

What is the best way to trace issues across plan-marshall workflow phases?▼

The best way to trace issues is using phase-spanning analysis from 1-init to 6-finalize, generating issue-analysis.md and component-trace.md artifacts for root-cause detection and auditability.

Can I assess workflow outputs using both deterministic scripts and LLM scoring?▼

Yes, you can assess workflow outputs by combining deterministic scripts for structural checks and LLM scoring for semantic assessment to produce actionable assessment-results.

Do I need specific trace artifacts to run workflow verification checks?▼

Yes, workflow verification relies on deterministic scripts and trace outputs like component-trace.md and assessment-results.toon to generate actionable guidance and golden references.

When should I not use automated LLM verification for workflow outputs?▼

Avoid automated LLM verification when your workflow lacks traceable artifacts or deterministic scripts, as the hybrid approach requires both to ensure consistent and reusable assessment results.

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