Assign orphaned issues to EPICs using Jaccard similarity scores.
npx skills add https://github.com/BrennonTWilliams/little-loops --skill link-epics
Please help me install this Agent Skill. Skill: link-epics Source: https://github.com/BrennonTWilliams/little-loops/tree/main/skills/link-epics Command: npx skills add https://github.com/BrennonTWilliams/little-loops --skill link-epics
This skill solves the issue of project backlog clutter where orphaned tasks lack context or parent EPICs, preventing clear tracking of feature progress and sprint alignment.
Run the link-epics skill in synthesize mode to automatically cluster orphaned issues and propose new EPICs for your project.
High-intent search queries and answers about installing and using this skill.
You can automatically group orphaned issues into EPICs by calculating Jaccard similarity scores between issue titles and summaries to match orphans to existing EPICs or synthesize new ones. This skill reads issue metadata and writes assignments back to the file system.
Organizing unassigned project backlog tasks is best handled by clustering orphaned issues based on text similarity. This skill identifies thematic relationships and proposes new EPICs to group related tasks logically, ensuring every task is accounted for in the roadmap.
Jaccard similarity works for issue tracking by comparing the text overlap between issue titles and summaries. The skill calculates these similarity scores to determine how closely related orphaned tasks are, using the results to assign them to existing EPICs or cluster them into new ones.
You need integration with issue tracking CLI tools to automate assignments. The skill relies on these command-line interfaces to read project metadata and perform the file-system write-back operations required to link orphaned issues to EPICs.
Yes, you can synthesize new EPICs from orphaned issues automatically by running the skill in synthesize mode. It clusters related orphaned tasks together and proposes new EPICs to group them logically, clearing up backlog clutter instantly.
You should not use automated clustering when issue titles and summaries lack sufficient text overlap for accurate Jaccard similarity calculations. The skill requires descriptive metadata to successfully match orphans to existing EPICs or synthesize logical new groupings.
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