Gather and filter sources for AI agent pack building.
npx skills add https://github.com/xoai/sage --skill pack-source-process
Please help me install this Agent Skill. Skill: pack-source-process Source: https://github.com/xoai/sage/tree/main/skills/pack-source-process Command: npx skills add https://github.com/xoai/sage --skill pack-source-process
This Skill ensures that AI agents use the most relevant and accurate information for building packs, by filtering out general documentation and focusing on sources that highlight common agent mistakes and their corrections.
Process the provided pack brief to gather and refine relevant sources.
High-intent search queries and answers about installing and using this skill.
To refine sources for agent accuracy, you process a pack brief to gather and filter information, prioritizing migration guides, GitHub issues, and changelogs to extract actionable insights and correct common agent mistakes.
The best way to extract anti-patterns from GitHub issues for pack building is to analyze them alongside migration guides and changelogs, deduplicating and ranking the extracted insights to guide agents away from common errors.
Handling project-specific overlays involves identifying deviations from community pack guidance, allowing you to adapt general source information to the specific needs and constraints of your software project.
Prioritizing migration guides and changelogs over official documentation for agent accuracy ensures the focus remains on failure-focused sources that highlight common agent mistakes and their corrections, rather than untested general information.
Yes, you can use source processing to deduplicate insights for a software library pack by gathering community discussions and bug reports, then ranking the information so only the most critical anti-patterns are included.
The limitation of using general documentation for AI agent pack building is that it often lacks failure-focused insights, missing the specific agent mistakes and corrections found in GitHub issues and changelogs.
emergent-companyCreate and apply Emergent project blueprints from local paths or GitHub repositories.
xoaiGenerate community pack files and project overlays from observed agent failures.
stanahDetects discrepancies between documentation and source code across six categories using AST parsing and grep patterns.
erichowensAutomate developer documentation and runbooks with template-driven, Diátaxis-aligned structure.
