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SCAMPER Creative Exploration
Productivity
Apply all seven SCAMPER prompts—Substitute, Combine, Adapt, Modify, Put to other uses, Eliminate, Reverse—to systematically explore creative possibilities.
Mineral Identification
Content
Identify minerals in the field using physical properties, systematic elimination, and simple field tests.
Registry Tools
Development
List available commands for the Pulumi Registry, grouped by category.
PyDESeq2: Differential Expression Analysis
Data & AI
Perform differential gene expression analysis from bulk RNA-seq count data using PyDESeq2, including Wald tests, multiple testing correction, and visualization.
Project Management with Claude Tasks
Productivity
Tracks project progress using persistent plan files and Claude Tasks. Hydrates tasks from plans, updates statuses, generates reports, and coordinates doc updates. Helps maintain cross-session continuity and verify milestone completion.
Local CI Reproduction
Development
Run locally the equivalent checks of a CI pipeline (cargo check, npm build, UI tests).
Update Documentation
Documentation
Updates all project documentation after code changes. Analyzes git status and recent commits, then updates KNOWLEDGE_BASE.md, README.md, and the Chinese README. Ensures documentation stays accurate and in sync with the codebase.
Claude Ally Health Assistant
Data & AI
A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.
ax: AI-era curl for web fetching and scraping
Development
Use the ax CLI to fetch URLs, explore web pages, and extract structured data without writing extraction scripts. It caches requests and provides outline, locate, and table extraction features.
Building Cloud SIEM with Sentinel
Security
This skill covers deploying Microsoft Sentinel as a cloud-native SIEM and SOAR platform for centralized security operations. It details configuring multi-cloud data connectors, writing KQL queries, building automated playbooks, and petabyte-scale threat hunting.
Web3 Smart Contract Testing
Testing
Comprehensively test smart contracts using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Helps when writing Solidity contract tests, setting up blockchain test suites, or automating coverage reporting and gas optimization.
Dependency Upgrade Path
Development
Create a dependency upgrade plan considering breaking changes, security risks, and compatibility issues.