HaipingXu/social-science-claude-scholar

HaipingXu/social-science-claude-scholar

Agent Claude Code

ML project architecture specialist for code structure, module design, and pattern consistency. Use PROACTIVELY when modifying code structure, adding new modules, or maintaining architectural patterns. Provides ML project framework with factory/registry patterns.

HaipingXu/social-science-claude-scholar

Agent Claude Code

Expert debugger specialized in deep code execution flow analysis and root cause investigation. Use when you need to analyze code execution paths, build execution chain diagrams, trace variable state changes, or perform deep root cause analysis.

HaipingXu/social-science-claude-scholar

Agent Claude Code

Build and Python type error resolution specialist. Use PROACTIVELY when build fails or type errors occur. Fixes build/type errors only with minimal diffs, no architectural edits. Focuses on getting the build green quickly.

HaipingXu/social-science-claude-scholar

Agent Claude Code

Expert code review specialist. Proactively reviews code for quality, security, and maintainability. Use immediately after writing or modifying code. MUST BE USED for all code changes.

HaipingXu/social-science-claude-scholar

Agent Claude Code

Use this agent when the user asks to "analyze experimental results", "generate statistical analysis", "create results visualization", "compare model performance", or mentions analyzing ML/AI experiment data. Examples.

HaipingXu/social-science-claude-scholar

Agent Claude Code

Expert development planner that breaks down user stories and requirements into detailed, actionable development plans. Specializes in task decomposition, dependency analysis, timeline estimation, and progress tracking. Use when you need to plan feature implementation, create development roadmaps, or organize complex…

HaipingXu/social-science-claude-scholar

Agent Claude Code

Use this agent when the user provides a Kaggle competition URL or asks to learn from Kaggle winning solutions. Examples.

HaipingXu/social-science-claude-scholar

Agent Claude Code

Use this agent when the user asks to "conduct literature review", "search for papers", "analyze research papers", "identify research gaps", "review related work", or mentions starting a research project. This agent integrates with Zotero for automated paper collection, organization, and full-text analysis. Examples.

HaipingXu/social-science-claude-scholar

Agent Claude Code

Use this agent when the user provides a research paper (PDF/DOCX/arXiv link) or asks to "learn from NeurIPS papers", "extract writing patterns from this paper", "analyze paper structure", "study academic writing from [venue] papers", "find transition phrases in papers". Extracts writing knowledge (structure…

HaipingXu/social-science-claude-scholar

Agent Claude Code

Use this agent when the user asks to "write rebuttal", "respond to reviewers", "analyze review comments", or needs help with academic paper review response. This agent specializes in systematic rebuttal writing with professional tone and structured responses.

HaipingXu/social-science-claude-scholar

Agent Claude Code

Dead code cleanup and consolidation specialist. Use PROACTIVELY for removing unused code, duplicates, and refactoring. Runs analysis tools (vulture, pip-audit, pyflakes) to identify dead code and safely removes it.

HaipingXu/social-science-claude-scholar

Agent Claude Code

Use this agent when you need to generate user stories with acceptance criteria from various inputs like git diffs, conversation history, PRD documents, or any requirements that need to be structured into story format.

HaipingXu/social-science-claude-scholar

Agent Claude Code

Test-Driven Development specialist enforcing write-tests-first methodology. Use PROACTIVELY when writing new features, fixing bugs, or refactoring code. Ensures 80%+ test coverage.

HaipingXu/social-science-claude-scholar

Agent Claude Code

Universal UI Blueprint Engineer that transforms any functional requirement into visual ASCII interface designs, user stories, and interaction specifications. Excels at converting brief descriptions into comprehensive user journeys with spatial layout visualization.