System Documentation

What problem does it solve?

This Skill addresses the issue of a sparse task graph where most tasks lack dependency edges, leading to a zero downstream_weight and reduced priority weighting, making it difficult for the system to identify the most important tasks.

Core Features & Use Cases

  • Iterative Task Graph Densification: Adds dependency edges (depends_on, soft_depends_on) between related tasks to improve priority weighting and discoverability.
  • Strategic Enrichment: Focuses on adding connections rather than structural cleanup or reparenting.
  • Use Case: When a project feels disorganized, use the project-cluster strategy to identify and link related tasks within that project, making their interdependencies clearer.

Quick Start

Run a bounded densification session using the high-priority-sparse strategy.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: densify
Download link: https://github.com/nicsuzor/academicOps/archive/main.zip#densify

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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