Can it automatically identify dependencies?

Yes, the curator analyzes task descriptions and metadata to detect dependencies, ensuring it only recommends tasks that are 'READY' and have all prerequisites met.

How does the Backlog Curator calculate task scores?

It uses a weighted formula: 40% priority level, 30% blocking impact (how many other tasks it unblocks), 20% ease of implementation, and 10% alignment with project goals.

Where is my backlog data stored?

The skill maintains a local file at .pm/backlog/items.yaml, ensuring your data stays within your repository and remains easily accessible for manual edits or version control.

What happens if I don't provide a priority level for a new task?

The curator will infer priority based on your description—assigning HIGH for urgent or critical terms—or default to MEDIUM to ensure the item is properly included in the scoring engine.

Backlog Curator

Name: Backlog Curator
Author: rysweet

byrysweet

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Collaboration Tools

Prioritizes project backlogs using multi-criteria scoring and dependency analysis to identify high-impact tasks.

About

The Backlog Curator is a specialized skill for Claude Code designed to transform chaotic task lists into data-driven development roadmaps. It manages a local YAML-based backlog, applying a sophisticated scoring algorithm that weighs priority, blocking impact, complexity, and goal alignment. By analyzing dependencies and calculating confidence levels, the curator provides clear, actionable recommendations on what to work on next, ensuring developers focus on the highest-value work while maintaining project momentum.

Key Features

Smart task categorization for bugs, features, and refactors
YAML-based persistent state management for version control
Automated dependency tracking and blocking impact analysis
Complexity estimation and confidence-level generation
16 GitHub stars

Use Cases

Determining the highest-priority task to start a development session
Managing complex project dependencies and unblocking team workflows
Estimating project timelines through automated complexity analysis

About

Key Features

Smart task categorization for bugs, features, and refactors
YAML-based persistent state management for version control
Automated dependency tracking and blocking impact analysis
Complexity estimation and confidence-level generation
16 GitHub stars

Use Cases

Determining the highest-priority task to start a development session
Managing complex project dependencies and unblocking team workflows
Estimating project timelines through automated complexity analysis