Can this skill fix project planning issues automatically?

Yes, it can automatically create missing beads for uncovered requirements, update descriptions with missing context, and fix common dependency errors.

How does it ensure every requirement is met?

The skill uses semantic search to map requirements from your original spec to your beads, identifying any gaps where the specification isn't represented by an actionable task.

What is a 'bead' in this context?

A bead is a discrete, actionable unit of work or task definition used within the bead-pipeline workflow to manage and track complex implementations systematically.

When should I run the validate-beads skill?

It is best used as a quality gate immediately after running 'decompose-plan' and before starting actual implementation to ensure the plan is robust and complete.

Does it detect circular dependencies?

Yes, it performs structural analysis to find dependency cycles and reversed epic relationships that would otherwise block implementation progress.

Bead Pipeline Validator

Name: Bead Pipeline Validator
Author: Dunc4nJ

byDunc4nJ

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生産性とワークフロー

Ensures project implementation readiness by validating bead definitions against specifications for coverage, self-containment, and dependency integrity.

The Validate Beads skill serves as a critical quality gate between the planning and implementation phases of a development project. It automatically analyzes 'bead' definitions—discrete, actionable units of work—to ensure they fully cover the original requirements specification, remain self-contained for developer clarity, and maintain a logical, acyclic dependency graph. By identifying coverage gaps, detecting circular dependencies, and flagging orphan tasks, it helps development teams avoid scope creep and implementation bottlenecks before a single line of feature code is written.

主な機能

01Automatic gap-filling for missing requirements

021 GitHub stars

03Structural dependency analysis and cycle detection

04Automated specification coverage analysis via semantic search

05Self-containment validation to ensure tasks include acceptance criteria

06Comprehensive validation reporting and decomposition logging

ユースケース

01Verifying that a decomposed project plan matches every requirement in a Product Requirements Document (PRD)

02Automatically enhancing task descriptions with implementation details and testable acceptance criteria

03Detecting and fixing reversed epic-to-child dependencies in complex project hierarchies

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dunc4nj/entropy-plugins validate-beads

For use in Claude.ai and ChatGPT

Download Skill