Research

Create user-centered, accessible interface copy (microcopy) for digital products including buttons, labels, error messages, notifications, forms, onboarding, empty states, success messages, and help text. Use when writing or editing any text that appears in apps, websites, or software interfaces, designing conversational flows, establishing voice and tone guidelines, auditing product content for consistency and usability, reviewing UI strings, or improving existing interface copy. Applies UX writing best practices based on four quality standards — purposeful, concise, conversational, and clear. Includes accessibility guidelines, research-backed benchmarks (sentence length, comprehension rates, reading levels), expanded error patterns, tone adaptation frameworks, and comprehensive reference materials.

Apply systematic debugging methodology using medical differential diagnosis principles. Trigger when AI modifies working code and anomalies occur, or when users report unexpected test results or execution failures. Use observation without preconception, fact isolation, differential diagnosis lists, deductive exclusion, experimental verification, precise fixes, and prevention mechanisms.

Centralizes Diataxis documentation framework guidance so Claude can write, review, or improve documentation following the four distinct types (tutorials, how-to guides, reference, explanation).

Critiques your paper draft as a skeptical reviewer would. Use when asked to review a paper draft, find weaknesses in a paper, prepare for peer review, anticipate reviewer criticism, or stress-test research before submission. Identifies weak claims, missing baselines, unclear explanations, and overclaims.

Shared resource library for Slack integration skills. DO NOT load directly - provides common references (setup, API docs, error handling, authentication) and scripts used by slack-connect and individual Slack skills.

GPTers 플랫폼의 데이터 소스 레퍼런스를 조회합니다. Portal DB(PostgreSQL)와 Airtable 테이블 구조, 필드 정보, 동기화 방향, ID 매핑 관계를 확인할 때 사용하세요. 데이터베이스 스키마, 테이블 관계, Sync 테이블, Hightouch 동기화에 대한 질문에 활용됩니다.

Safe code refactoring combining Sherpa's refactor workflow, Julie's reference checking and safe renaming, and Goldfish's before/after checkpointing. Activates for code improvement with systematic testing, refactoring, and verification. Use when cleaning up or improving existing code.

Shared resource library for HubSpot integration skills. DO NOT load directly - provides common references (setup, API docs, error handling, authentication) and scripts used by hubspot-connect and individual HubSpot skills.

Pixel-perfect UI cloning from screenshots or reference pages. Use when users ask to replicate, clone, or recreate a UI from an image, screenshot, or reference website. Triggers on keywords like "复刻", "clone", "replicate", "recreate UI", "像素级还原", "照着这个做", or when a screenshot is provided with implementation intent.

Use when evaluating animation usability, conducting motion studies, or when researching how animation affects user perception and task completion.

Read-only navigation and research of Jujutsu VCS repository history. Use when exploring commits, bookmarks, diffs, and history. No mutating operations.

Elite multi-agent research orchestration utilizing ref MCP, exa MCP, brave-search MCP, and context7 with parallel execution of deep-research-agent, search-specialist, trend-researcher, and ux-researcher. Use for comprehensive research requiring maximum depth, breadth, and quality. Automatically invoked during /sc:research commands for world-class research capabilities surpassing any traditional deep research approach.

Decision guide for when to query Bluera Knowledge stores vs using Grep/Read on current project. Query BK for library/dependency questions and reference material. Use Grep/Read for current project code, debugging, and implementation details. Includes setup instructions and mental model.

Validate topic uniqueness and identify unique angles before writing. Prevents generic content and helps find your specific value.Trigger phrases: "topic research", "validate topic", "should I write", "is this unique", "research topic", "check topic"

Conduct comprehensive codebase research by spawning parallel agents to document and explain code as it exists. Use this skill when needing to understand how a codebase works, where specific functionality lives, or what patterns exist. This skill orchestrates specialized agents (codebase-locator, codebase-analyzer, codebase-pattern-finder) and synthesizes findings into structured documentation.

Generate structured reports from collected data.LOAD THIS SKILL WHEN: User says "寫報告", "產出報告", "撰寫報告", "generate report" | after research/analysis | need structured documentation.CAPABILITIES: Research/Technical/Project reports, Markdown format, auto date stamps, structured sections (abstract, methods, results, discussion).

Deploy and manage Supabase Edge Functions with E2B sandbox integration for permit research agents. Includes automated deployment, database migrations, RLS policies, and validation workflows.

Multi-model consultation with parallel execution and configurable synthesis strategies

Post-session analysis agent that extracts learnings, decisions, user preferences, and "surprise moments" from conversation transcripts. Stores insights in Memory Lane with vector embeddings for future retrieval.

Transform academic course assignment PDFs into structured, actionable markdown checklists with dates, unique IDs, and custom tags. Asks when the user will start, assigns tasks only to weekdays (Monday-Friday), respects weekends automatically, and calculates forum deadlines 3 days before due date. Use this skill when the user uploads academic PDFs or asks to create a task plan from course assignments.