Add dependency edges between related tasks to improve priority weighting.
npx skills add https://github.com/nicsuzor/academicOps --skill densify
Please help me install this Agent Skill. Skill: densify Source: https://github.com/nicsuzor/academicOps/tree/main/aops-core/skills/densify Command: npx skills add https://github.com/nicsuzor/academicOps --skill densify
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.
depends_on, soft_depends_on) between related tasks to improve priority weighting and discoverability.project-cluster strategy to identify and link related tasks within that project, making their interdependencies clearer.Run a bounded densification session using the high-priority-sparse strategy.
High-intent search queries and answers about installing and using this skill.
Task graph densification improves priority weighting by adding strategic dependency edges between related tasks. This increases downstream weight and makes isolated tasks easier to discover within your project management system.
The best way to link isolated tasks is through strategic enrichment using a project-cluster strategy. This identifies related tasks within a disorganized project and proposes dependency connections to clarify their interrelationships.
You run a bounded task graph densification session by applying the high-priority-sparse strategy. This targets scenarios with sparse task relationships and isolated leaves to enrich existing task connections.
Task graph densification does not perform structural cleanup or reparenting. It strictly focuses on strategic enrichment by adding dependency connections like depends_on and soft_depends_on to improve task discoverability.
Tasks have a zero downstream weight because they lack dependency edges in a sparse task graph. Densification solves this by adding strategic connections between related tasks to improve priority weighting.
Coffelix2023Store task and logic states in JSONL via Git for persistent agent memory.
jhlee0409Decomposes a project plan into executable tasks with DAG dependency tracking and parallelization directives.
humanerd-drewRoute tasks to specialists while enforcing anti-temptation rules in Kanban systems.
en-dash-consultingReorganize PRD hierarchies by detecting structural problems and executing restructuring with Rex MCP tools.