HaipingXu/social-science-claude-scholar
Instructions file
Claude Code instructions for HaipingXu/social-science-claude-scholar, covering claude scholar configuration, project overview, user background, academic background and tech stack preferences.
HaipingXu/social-science-claude-scholar
Agent
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
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
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
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
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
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
Agent "kaggle-miner" from HaipingXu/social-science-claude-scholar, covering competition brief, detailed technical analysis of top solutions, code templates and best practices.
HaipingXu/social-science-claude-scholar
Agent
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
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
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
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
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
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
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.
HaipingXu/social-science-claude-scholar
Command
Analyze experimental results and generate statistical analysis for paper writing. Triggers data-analyst agent to perform comprehensive analysis following academic standards.
HaipingXu/social-science-claude-scholar
Command
Incrementally fix Python type and lint errors.
HaipingXu/social-science-claude-scholar
Command
Create or verify a checkpoint in your workflow.
HaipingXu/social-science-claude-scholar
Command
Comprehensive security and quality review of uncommitted changes.
HaipingXu/social-science-claude-scholar
Command
Commit changes following Conventional Commits format (local only, no push).
HaipingXu/social-science-claude-scholar
Command
Create a new project from template with uv and Git initialization.
HaipingXu/social-science-claude-scholar
Command
Analyze the current session and extract any patterns worth saving as skills.
HaipingXu/social-science-claude-scholar
Command
Restate requirements, assess risks, and create step-by-step implementation plan. WAIT for user CONFIRM before touching any code.
HaipingXu/social-science-claude-scholar
Command
Design academic poster for conference.