HaipingXu/social-science-claude-scholar

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, and Socratic guided modes. Triggers on: review paper…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

Use ONLY when creating NEW registrable components in ML projects that require Factory/Registry patterns. ✅ USE when: Creating a new Dataset class (needs @registerdataset) Creating a new Model class (needs @registermodel) Creating a new module directory with init.py factory Initializing a new ML project structure from…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "debug this", "fix this error", "investigate this bug", "troubleshoot this issue", "find the problem", "something is broken", "this isn't working", "why is this failing", or reports errors/exceptions/bugs. Provides systematic debugging workflow and common error patterns.

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

Use when the user asks to "implement DID", "run difference-in-differences", "set up IV regression", "instrumental variables", "run RDD", "regression discontinuity", "synthetic control", "staggered treatment", "Callaway-Sant'Anna", "Sun-Abraham", "event study", "parallel trends test", "first stage", "Bartik…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill provides reference guidance for citation verification in academic writing. Use when the user asks about "citation verification best practices", "how to verify references", "preventing fake citations", or needs guidance on citation accuracy. This skill supports ml-paper-writing by providing detailed…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers.

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDEPLUGINROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

Daily coding assistant that auto-triggers when writing/modifying code, providing a core checklist. ✅ Trigger scenarios: Implementing new features, adding code, modifying existing code User requests "write a...", "implement...", "add...", "modify..." Any coding task involving Edit/Write tools ❌ Does not trigger: Pure…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

Use when the user asks to "generate daily paper", "find recent papers", "search NBER working papers", "find new econ papers", "find new polisci papers", "search arXiv economics", "check journal updates", "what's new in political economy", "find papers on causal inference", "find papers on text as data", or wants paper…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "run data analysis", "analyze this dataset", "regress Y on X", "run the main regressions", "produce tables and figures", "end-to-end analysis", "write analysis script", "set up panel regression", "exploratory data analysis", or "produce publication-ready output".…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "play devil's advocate", "challenge my identification", "what are the weaknesses in my paper", "adversarial critique", "stress test my argument", "find holes in my research design", "what would a hostile referee say", or "challenge my empirical strategy". Produces 5-7…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers.…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI).…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "create git commit", "manage branches", "follow git workflow", "use Conventional Commits", "handle merge conflicts", "version control for research", "git for data analysis", "how to track analysis scripts", "version analysis code", "commit Stata do files", "commit Python…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

Use this skill when the user asks to "research background on", "find background information about", "search web for context on", "look up policy history of", "find grey literature on", "research institutional context", "find government reports on", "background research for introduction section", "research country…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", "use ${CLAUDEPLUGINROOT}", "set up event-driven automation", "block dangerous commands", or mentions hook events (PreToolUse, PostToolUse, Stop, SubagentStop…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "interview me about my research", "help me formalize my research idea", "ask me questions about my project", "Socratic research discussion", "help me develop my research question", or "research spec". Conducts a structured Socratic interview to formalize a research idea…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs. Provides access to extracted knowledge from winning Kaggle solutions across NLP, CV, time series, tabular, and multimodal domains.

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

Organize messy conference LaTeX template .zip files into clean Overleaf-ready structure. Use when the user asks to "organize LaTeX template", "clean up .zip template", or "prepare Overleaf submission template".

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDEPLUGINROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, conducting literature reviews, finding related work, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, citation verification workflows, and paper…

HaipingXu/social-science-claude-scholar

Skill Claude CodeCodex

This skill should be used when the user asks to "review paper quality", "self-review before submission", "check paper completeness", "score my paper", "validate paper structure", "check identification strategy", "pre-submission review", or "run quality check on paper". Provides systematic 0-100 scored review for…