Research

Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

Automated context retrieval from Transmission Packet archive using iterative research loop. Implements GAM "Read Path" to complement manual "Write Path" (Memorizer).

Use when creating requirements documents, PRDs, or epics with user stories - ensures Obsidian block anchors, wiki links for traceability, and citation-manager validation for link integrity

Researches how to use an API, library, or reference architecture. Fallback when the WebSearch tool fails.

Automatically activated when user asks "what's the best way to...", "how should I...", "what are best practices for...", or requests recommendations, industry standards, or proven approaches for implementing features

Use when conducting customer discovery interviews, user research, surveys, focus groups, or observational research requiring rigorous analysis - provides systematic 6-phase framework with mandatory bias prevention (reflexivity, intercoder reliability, disconfirming evidence search) and reproducible methodology; peer to hypothesis-testing for qualitative vs quantitative validation

Create and refine Codex skills (folders containing `SKILL.md`). Use when you need help naming a skill, writing effective `name`/`description`, structuring the on-disk instructions, or adding scripts/references/assets for repeatable workflows.

Specialized editor for Whole knowledge architecture - Vietnamese-English bilingual documentation. Use when: (1) Editing content in Whole docs, (2) Expanding domain/function concepts, (3) Adding new concepts with 4-point descriptions, (4) Updating cross-references, (5) Resolving duplicate concepts, (6) Maintaining bilingual format integrity.

Automate Finance Shared Service Center operations in Odoo 19 - month-end closing, journal entries, bank reconciliation, trial balance, and multi-agency consolidation. Handles RIM, CKVC, BOM, JPAL, JLI, JAP, LAS, RMQB agencies with full BIR compliance.

Generate and edit images using the Gemini API (Nano Banana). Use this skill when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.

Conduct venture-focused market research analyzing TAM, growth rates, competitive landscape, scalability potential, and 10x market opportunities for venture-backed businesses

"Research workflow patterns specific to {project}. Covers research agent coordination, source management, and synthesis strategies."

Comprehensive n8n v2.0 reference for building workflow automation. Use this skill when working with n8n workflows, especially for (1) creating workflow JSON files for import, (2) implementing human-in-the-loop approval workflows with Wait nodes, (3) troubleshooting Execute Sub-Workflow node issues, (4) setting up API credentials (LinkedIn, Anthropic, NewsAPI), (5) building orchestrator patterns with sub-workflows, (6) using expressions in nodes, (7) understanding MCP server limitations, or (8) any n8n workflow development task.

Spawn transient agents with disposable identity, memory shard, and compute slot for JIT tasks. Use when you need “exist just to solve then vanish.”

Conducts thorough landscape research, competitive analysis, best practices evaluation, and evidence-based recommendations. Expert in market research and trend analysis.

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.