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GPU-Accelerated Population Genetics with pg_gpu
Data & AI
Load, analyze, and visualize population genetics data using the pg_gpu library for GPU-accelerated computation. Compute diversity, divergence, selection scans, and more.
Create a feature branch
Development
Create a feature branch named after the git username and a slug derived from session context.
Dashboard Design
Development
Design effective dashboards with clear layouts, KPI displays, data grids, and real-time updates. Covers dashboard patterns, information hierarchy, responsive grids, and admin panel layouts.
Delta Audit
Testing
Delta audit checks only recently changed code for regressions and new bugs, routing each changed file to its audit dimension and applying relevant checks to the diff.
Convert PR comment into lint rule
Development
Turns recurring PR review feedback into an automated lint rule with tests, plus a CLAUDE.md annotation.
Upstream Release Documentation
Documentation
Analyze a new release of an upstream project and update the documentation site to reflect verified changes.
Content Linter
Content
Lint content for spelling errors, en-GB compliance, and writing quality. Use when checking markdown files before publication.
Draft social posts from blog content
Content
Reads a blog post, drafts or repairs social copy (X, LinkedIn, Bluesky) in its frontmatter, iterating with self-critique until it passes review.
PHPStan Error Resolver
Development
Automatically resolves PHPStan errors by analyzing and fixing type issues. Loops until zero errors or stagnation.
YouTube Video Clipping Tool
Content
Smart YouTube video clipper: download videos and subtitles, AI chaptering, clip selection, bilingual subtitle translation, and burn-in.
Palantir Foundry Production Checklist
DevOps
Production deployment checklist for Palantir Foundry integrations, covering credential management, health checks, monitoring, and rollback procedures.
Global Conventions
Development
Follow project-wide development conventions including project structure, documentation, version control, environment configuration, and dependency management.