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Feature Development Workflow
Development
Automated 7-phase feature development workflow using specialized agents for code exploration, architecture design, and code review. Great for multi-file features and ambiguous requirements.
SimPO - Simple Preference Optimization
Data & AI
Simple Preference Optimization for LLM alignment. Reference-free, more efficient than DPO with better performance (+6.4 on AlpacaEval 2.0).
GitHub Issue Fix
DevOps
Fix a GitHub issue efficiently using a structured 6-phase workflow: analysis, setup, investigation, implementation, validation, and finalization.
Clustering Analysis
Data & AI
Produce a structured clustering analysis with quality validation and integration with existing project context.
SEO Opportunity Finder
Content
Identify high-leverage content gaps by comparing your content inventory against competitor keyword rankings, then prioritize posts to write or update.
KernelWiki
Data & AI
Knowledge base for optimizing Blackwell and Hopper GPU kernels.
E2E Testing (Basic & Extended)
Testing
Run E2E smoke tests (basic) or full acceptance & regression suite (extended).
Thread Spawner
Development
Spawn and manage parallel threads on a running claude-threads orchestrator, enabling parallel execution of tasks with isolated git worktrees.
Code Task Brief
Development
Produce a self-contained task brief for the Claude Code routine, specifying what to change, why, and acceptance criteria.
YouTube to Claude Skill
Development
Technique for turning any YouTube video transcript into a reusable Claude Code skill by extracting the methodology and structuring it into a skill file.
Claude Code Review
Testing
Reviews pull requests for critical issues such as bugs, security vulnerabilities, performance problems, and missing tests. Runs tests, linting, and type checks to surface concrete evidence, then posts findings as a PR comment and formal GitHub review. Skips draft pull requests and avoids flagging style or minor preferences.
GitHub PR Creation
Development
Analyzes branch changes and creates a GitHub Pull Request using the project's PR template.