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Extract Function via LSP
Development
Extract a selected code block into a named function using LSP code action or manual fallback, with validation of captures and compilation.
Diagnose
Development
Disciplined diagnosis loop for hard bugs and performance regressions: reproduce, minimise, hypothesise, instrument, fix, and regression-test.
Stakeholder Value Integration
Data & AI
Integrating stakeholder values including patient preferences, physician judgment, regulatory perspective, societal value, and cultural adaptation in benefit-risk assessment.
Zettelkasten Knowledge Base
Productivity
Manage a second brain knowledge base with atomic notes, wiki-links, and actions: add, find, connect, distill, garden, stats, and brief.
Mathematica AI
Data & AI
Skill for using Mathematica with AI assistants for symbolic and numeric computations.
Live Dev Session with tmux
Development
Run an interactive REPL session in tmux where Claude drives and the human spectates read-only. Perfect for debugging or exploring services.
Add Cloudflare Access User
Security
Adds new users to Cloudflare Access by updating authentication policies. Syncs allowed emails to all protected services.
PDF to Markdown
Data & AI
Convert a PDF into high-quality Markdown using the MinerU API VLM pipeline. Supports OCR, paper text extraction, and image extraction.
Goal-Oriented Action Plan
Productivity
Create and execute intelligent action plans with precondition analysis, cost optimization, and adaptive replanning.
Generate Signature for Function
Security
Generate and validate unique byte signatures for functions using IDA Pro MCP. Automatically determines wildcard positions and finds shortest unique pattern.
Production ML Engineer
Data & AI
Expert ML engineer for production systems using PyTorch, TensorFlow. Covers model serving, feature engineering, and ML infrastructure for scalable, reliable deployments.
Weekly Retrospective
Development
Weekly engineering retro. Analyzes commits, work patterns, code quality with history and trend tracking. Per-person: praise and growth areas.