pipeline-judge-dual

Name: pipeline-judge-dual
Availability: InStock
Author: Danielgap

Merge dual-LLM evaluations into consolidated judge reports for business plans.

4|Updated Apr 9, 2026

Search Tags:#validation #evaluation #reporting #judge #business-plan #investor-readiness #dual-llm

Ready to run

npx skills add https://github.com/danielgap/openclaw-planitor --skill pipeline-judge-dual

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: pipeline-judge-dual
Source: https://github.com/danielgap/openclaw-planitor/tree/main/skills/pipeline-judge-dual
Command: npx skills add https://github.com/danielgap/openclaw-planitor --skill pipeline-judge-dual

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Dual-LLM evaluation of business plans to produce a unified judge report and actionable feedback for re-runs.

Core Features & Use Cases

Parallel dual-LLM evaluation of plan artifacts (analytical and strategic perspectives) and synthesis into JUDGE-A.json, JUDGE-B.json, JUDGE-REPORT.json, and FEEDBACK-FOR-RERUN.json.
Validates plan completeness, consistency, and investor-readiness with a structured checklist.
Provides guidance for re-runs and improvement phases.

Quick Start

Place the inputs in the project directory and run the dual-LLM judge to generate JUDGE-A.json, JUDGE-REPORT.json, JUDGE-B.json, and FEEDBACK-FOR-RERUN.json.

Frequently Asked Questions about pipeline-judge-dual

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

FAQPage Schema

How do I evaluate a business plan for investor readiness?▼

You can evaluate business plan investor readiness by running a dual-LLM judge to merge analytical and strategic evaluations, generating fiscal validation, scoring, and consolidated judge reports for investor-ready artifacts.

What is dual-LLM evaluation for business plan validation?▼

Dual-LLM evaluation runs parallel analytical and strategic assessments on business plan artifacts, merging them into a consolidated judge report that provides fiscal validation, completeness scoring, and actionable remediation feedback.

How do I generate feedback for business plan re-runs?▼

To generate feedback for business plan re-runs, process plan-final.md and vN artifacts through a dual-LLM judge to produce FEEDBACK-FOR-RERUN.json, which provides structured remediation guidance for improvement phases.

What file formats do I need for business plan scoring and reporting?▼

Business plan scoring requires markdown inputs such as plan-final.md and vN directory research artifacts, producing JSON reporting outputs including JUDGE-A.json, JUDGE-B.json, JUDGE-REPORT.json, and FEEDBACK-FOR-RERUN.json.

Does dual-LLM business plan evaluation work with versioned project artifacts?▼

Yes, dual-LLM evaluation works with versioned project artifacts by sourcing inputs directly from the vN directory and research artifacts alongside plan-final.md to assess project versions comprehensively.

Can I use a single LLM judge instead of a dual-LLM approach for investor readiness checks?▼

Using a dual-LLM judge instead of a single LLM approach provides parallel analytical and strategic evaluations merged into one report, offering broader perspective synthesis for validating investor readiness and business plan consistency.