Research

Research the codebase to find and explain specific topics

Convert Markdown documents to professional PDF files with syntax highlighting, custom templates, and BibTeX citations. Use when creating printable documents, reports, or academic papers from Markdown.

A/B testing patterns for lead generation sites. Client-side experiments, Google Optimize alternative, analytics integration. Use for conversion optimization.

Autonomous web research for presentation topics using Claude Agent SDK. Conducts multi-step research, extracts insights, and manages citations.

Bayesian optimization partner for materials science experiments using Meta Ax. Use when researchers want to optimize material properties, formulations, or process parameters. Supports (1) Composite formulation optimization, (2) 3D printing parameter tuning, (3) Alloy composition design, (4) Any black-box optimization with continuous/categorical parameters. Handles the full workflow - setup experiments, suggest trials, validate feasibility with researcher, track results in git, generate visualizations.

Create, manage, scan, update, and clean up git worktrees for parallel development with protected branch safeguards. Use when working on multiple branches simultaneously, isolating experiments, updating protected branches (main/develop), or when user mentions "worktree", "parallel branches", "feature isolation", "branch cleanup", "worktree status", or "update main/develop".

Standard Operating Procedure for /specify phase. Covers classification, research depth, clarification strategy, and roadmap integration.

Search arXiv papers via MCP server. For psychological recovery research, deprogramming, trauma undoing - inverted for AI healing.

Use when researching GitHub issues, PRs, and discussions for community solutions and known gotchas - searches via WebSearch with site filters and extracts problem-solution patterns

This skill should be used when creating, editing, or debugging Mermaid diagrams. It provides comprehensive syntax references for all 20+ Mermaid diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and more. Use this skill when users ask for diagrams, visualizations, flowcharts, or any Mermaid-related assistance.

Conduct systematic research with confidence scoring, source validation, and structured reporting for technology decisions and codebase analysis. Use for complex research tasks, technology selection, or best practice discovery.

Create and maintain high-quality Claude Code Skills through interactive discovery, web research, and comprehensive description writing standards. Use when building new Skills, researching latest best practices, updating existing Skills, writing skill descriptions with proper trigger keywords, or generating Skill packages backed by official documentation and real-world examples.

Export citations to reference managers. Triggers: 匯出, export, RIS, BibTeX, EndNote, Zotero, Mendeley, 引用格式, reference manager

Use this skill when running, managing, or analyzing yanex experiments. Includes executing experiments via CLI, parameter sweeps, dependencies, querying experiment history, comparing results, and maintaining experiment logs. Invoke when users mention yanex, experiments, training runs, parameter sweeps, or need to track ML experiments.

Perform safe code refactoring with reference checking and validation. Uses Miller's rename_symbol for workspace-wide renames and fast_refs for impact analysis. Activates when user wants to refactor, rename, or safely modify code.

This skill should be used when docs-researcher agent needs guidance on "how to search documentation", "WebSearch query patterns", "filtering search results", "documentation research strategy", or "creating knowledge files". Provides systematic methodology for effective technical documentation research.

Standard Operating Procedure for /plan phase. Covers research depth, code reuse detection, design pattern selection, and architecture planning.

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

Define custom Claude Code slash commands for agents in the Traycer enforcement framework. This skill should be used when creating or updating agents and needing to specify reusable prompts that agents can execute as slash commands. Commands are Markdown files stored in .claude/commands/ and referenced in agent config.yaml files. This is for Claude Code slash commands (/command-name), not bash/CLI commands.

Create professional resumes using first-principles thinking, company research, LaTeX Harvard-style formatting, and iterative visual refinement. Use when the user wants to create, update, or optimize a resume/CV for a specific job, company, or career goal.