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Generic multi-agent verification framework with balanced expert analysis. Model-agnostic and domain-agnostic - verify any work through expert analysis.

Generate comprehensive source code documentation like DeepWiki style and integrate with VitePress

Explore candidate solutions before committing. Use when you have a problem statement and need to evaluate approaches - band-aid, optimize, reframe, or redesign.

Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

Justin's personal blog writing style for Hugo site content. Triggers: blog posts, weekly updates, technical tutorials. Covers conversational tone, honest reflection, technical accessibility,...

Professional technical documentation writing for software projects including README files, user guides, migration guides, changelogs, API documentation, error messages, release notes, and...

Creates, retrieves, updates, and manages GitLab issues with comprehensive context gathering. Use when the user wants to create a new issue, view issue details, update existing issues, list project...

Transform validated designs into hierarchical implementation plans that serve as permanent documentation. Plans contain intent, pseudocode, and diagrams - never source code. Requires design approval.

Contains the actual prompts and iteration requirements for each workflow phase. Use these prompts directly - they are the exact prompts that produce high-quality results.

Convert approved plans into intent-based beads with self-assessment gate. Each bead is a work package for a sub-agent that loads surgical context to implement. No source code in beads.

Guide for designing and writing ap-* agent specifications. Use when creating a new agent, drafting agent frontmatter, defining agent workflows, or structuring agent collaborations. For...

Human-readable remediation guidance ranked by severity