Plan Verification

Generate structured research plans for unverifiable claims in analysis reports.

1|Updated Mar 6, 2026

Search Tags:#knowledge base #obsidian #task generation #research planning #claim verification #evidence gaps

Ready to run

npx skills add https://github.com/bgautijonsson/esbvaktin --skill plan-verification

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Plan Verification
Source: https://github.com/bgautijonsson/esbvaktin/tree/main/.claude/skills/plan-verification
Command: npx skills add https://github.com/bgautijonsson/esbvaktin --skill plan-verification

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill addresses the challenge of identifying and planning research for unverifiable claims within analysis reports, ensuring that evidence gaps in the Ground Truth Database are systematically addressed.

Core Features & Use Cases

Gap Identification: Automatically detects claims in analysis reports that are marked as unverifiable.
Research Planning: Generates structured research tasks, suggesting specific sources and effort estimates to fill identified evidence gaps.
Knowledge Base Integration: Creates actionable tasks and notes within an Obsidian vault for ongoing research and knowledge base expansion.
Use Case: After an article is analyzed and found to contain claims lacking sufficient evidence, this Skill will automatically generate a plan to research those specific claims, suggesting where to look for supporting information and creating tasks for the research team.

Quick Start

Use the plan-verification skill with the path to the analysis directory 'data/analyses/20260309_123421'.

Frequently Asked Questions about Plan Verification

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

FAQPage Schema

How do I generate research plans for unverifiable claims in my analysis reports?▼

To generate research plans for unverifiable claims, this Skill analyzes your article analysis reports to identify evidence gaps and produces structured research tasks with suggested sources and effort estimates. It scopes specifically to claim verification status to create actionable research strategies.

What is the best way to create Obsidian tasks for evidence gaps automatically?▼

Creating Obsidian tasks for evidence gaps is handled by integrating with the Obsidian MCP to generate actionable notes and tasks. It takes identified unverifiable claims from analysis reports and structures them directly into your knowledge base for ongoing research.

Does this research planning tool require Python scripts to identify evidence gaps?▼

Yes, this research planning tool requires Python scripts for evidence gap identification. It uses these scripts to detect unverifiable claims within analysis reports and interacts with subagents to design the research strategy for filling those specific evidence gaps.

Can I use this to plan research for unverifiable claims in a Ground Truth Database?▼

Yes, you can use this to plan research for unverifiable claims in a Ground Truth Database. It systematically addresses evidence gaps by analyzing claim verification statuses and generating structured plans with suggested sources to expand your knowledge base.

How do I start research planning using a specific analysis directory path?▼

To start research planning using an analysis directory path, invoke the skill with the directory location, such as 'data/analyses/20260309_123421'. It processes the analysis reports in that directory to identify unverifiable claims and generate actionable research tasks.