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Validate Topological Results
Testing
Validate topological data analysis results against known benchmarks and internal consistency checks, including persistence diagrams, null models, and cross-era replication.
Resume Album Work
Content
Finds an album by name and shows detailed status with next steps. Use when the user mentions an album name or wants to continue previous work.
Fal Upscale
Data & AI
Upscale and enhance image and video resolution using AI.
Code Tour Creation
Development
Create CodeTour `.tour` files for step-by-step code walkthroughs with real file and line anchors. Perfect for onboarding, architecture tours, PR reviews, and explaining subsystem features.
Social Media Review for Blog Post PRs
Content
Reviews social media posts for blog PRs, evaluating against a rubric and repairing or drafting copy across platforms.
Survival Prediction with lifelines
Data & AI
Analyzes time-to-event data using Kaplan-Meier curves, log-rank tests, and Cox proportional hazards regression with the lifelines library. Builds survival models from clinical and omics features for patient outcome prediction.
Create-Skill Command with Auto-Review
Development
Command to create a new skill in the project scope using skill-creator, then review and auto-fix it with reviewing-skills.
Memory Management
Productivity
Persist SEO/GEO campaign context across Claude sessions with a three-tier hot/warm/cold memory system.
Pull Request Review and Approval
Development
Comprehensive PR review workflow for maintainers: approve, request changes, merge, or close PRs with contributor type detection.
Create wandas skill
Development
Create a new wandas skill by following documentation and API steps.
Execute Current Step
Productivity
Executes the current step from active_context.yaml by reading the plan, checking recurring reminders, marking the step in progress, doing the work, verifying results, and advancing to the next step. Use when ready to progress through a structured workflow with explicit proof logging.
Code Review
Testing
Review code for potential issues and improvements, following a rigorous methodology with subagents and evidence-based reporting.