Research

This skill should be used when the user asks to "create a skill", "build a skill", "write a new skill", "generate SKILL.md", "write skill frontmatter", "package a skill", "organize skill content", "add progressive disclosure", needs guidance on skill structure, bundled resources (scripts/references/assets), or wants to extend Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation with quantitative tracking, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions

This skill should be used when the GM needs to handle spellcasting situations, including resolving spell effects, managing spell slots, calculating spell save DCs, handling concentration, resolving spell attacks, determining spellcasting abilities, handling cantrips, or processing ritual casting. Provides spellcasting rules, formulas, and references for running magical gameplay.

Document pedagogical design decisions in educational materials using the didactic LaTeX package and \ltnote command. Use proactively when (1) writing or editing educational LaTeX materials with pedagogical content, (2) adding variation theory labels or patterns to student-facing content, (3) explaining design trade-offs or choices in educational materials, (4) documenting why specific examples or exercises are sequenced in a particular way. Invoke when user mentions didactic notes, \ltnote, pedagogical reasoning, learning theory notes, educational design documentation, variation theory labels in student content, or asks to move pedagogical reasoning to instructor notes. CRITICAL: Pedagogical reasoning (variation/invariance labels, pattern names, design rationale) should be in \ltnote{}, NOT in student-facing text.

Rapid task execution without hesitation or deterrence. Expert in overcoming blockers, making quick decisions, and maintaining forward momentum. Use for urgent tasks, breaking through impediments, decisive action. Activates on "swift", "execute quickly", "undeterred", "overcome blocker", "just do it". NOT for strategic planning, careful analysis, or research tasks.

Explore ideas, validate concepts, and research broadly across technical, business, and market domains. Preliminary phase before discussion-specification-plan-implement-review workflow. Use when: (1) User has a new idea to explore, (2) Need to research a topic deeply, (3) Validating feasibility - technical, business, or market, (4) Learning and exploration without necessarily building anything, (5) User says 'research this' or 'explore this idea', (6) Brain dumping early thoughts before formal discussion. Creates research documents in docs/workflow/research/ that may seed the technical-discussion phase.

Use when analyzing YouTube videos for research, learning, or understanding how content relates to a project - downloads transcripts with yt-dlp, chunks long content, and provides context-aware analysis

Maintain NAP (Name, Address, Phone) consistency across all platforms. Use when managing citations, updating business info, or generating schema markup.

Create custom recipes based on available ingredients, dietary restrictions, and preferences

Searches journal for past work related to current task, finding relevant context, solutions, and decisions

Select the best local Ollama model for a task and emit tuning presets. Use when choosing between reasoning, creative, fast, vision, synthesis, or pre-AGI modes based on available local models.

Use when user references architecture principles, at start of fresh conversation with design work, before creating any requirements/design/implementation documents, or when reviewing for compliance - grounds problem framing and solution making in all 9 principle categories using citation-manager to extract full context

This skill should be used when the user asks to "create a skill", "write a new skill", "improve a skill description", "organize skill content", "update skill references", "update skill workflows", "review a skill", "test a skill", "add a reference", "add a workflow", "add a template", or needs guidance on skill structure, progressive disclosure, or skill development best practices.

Test whether a synthesis holds together by checking for contradictions, missing inputs, and vulnerability to challenge. Use when: (1) asked to verify or validate a synthesis, (2) after creating unified view from conflicting perspectives, (3) presenting conclusions that integrate multiple sources, (4) synthesis appears complete but untested.

유튜브 채널 기반 기술 블로그 컨텐츠 생성 워크플로우. 채널에서 컨텐츠 수집, 인사이트 추출, 글 작성까지 전체 프로세스 지원. /collect, /insights, /select, /research, /outline, /feedback, /write, /status 명령어로 워크플로우 실행.

Hypermodern HR data scientist specializing in professional network graph analysis to identify Gladwellian superconnectors, mavens, and influence brokers. Uses betweenness centrality, structural holes theory, and multi-source network reconstruction from LinkedIn, conferences, publications, and community signals. Use when users need to find key people, map professional influence, optimize networking strategy, or understand "who knows who" in any domain.

This skill should be used when the GM needs to look up rules, reference what the SRD says, find official rules, get exact wording, check RAW (rules as written), verify rules references, or understand how mechanics work in d20 5E. Provides authoritative rule clarification from the System Reference Document 5.2.

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

Generate professional HR documents including offer letters, performance improvement plans, termination letters, and reference letters. Use when the user needs to create any official employment document. Maintains company voice, legal compliance, and professional formatting.

Hypothesis validation and experiment design. Use when mapping assumptions, designing experiments, or testing MVPs.