Research

Use when researching, clustering, and prioritizing keywords for SEO roadmaps.

> **Auto-generated from IO Matrix** ---

Use repo lab experiments (src/ui/lab) to answer jsgui3 “how should we do this?” questions, then distill the validated result into durable docs + Skills.

ペルソナの思い込みや真の課題を階層的に分析するSkill。課題分析、思い込み特定、問題深堀りの際に自動起動。

Verifies Trellis issues against original requirements for completeness, correctness, and appropriate scope. Use when asked to "verify issue", "validate trellis issue", "check issue completeness", or "review created issue".

Orchestrates issue creation with automatic review. Use when asked to "create and review issues", "create verified issues", or when you want issues automatically validated against requirements.

6-phase investigation workflow for understanding existing systems. Auto-activates for research tasks. Optimized for exploration and understanding, not implementation. Includes parallel agent deployment for efficient deep dives and automatic knowledge capture to prevent repeat investigations.

Master user interviews including interview guide design, questioning techniques, active listening, probing, avoiding leading questions, and interview analysis. Use when conducting user interviews, designing interview guides, researching user needs, discovering problems, validating assumptions, or gathering qualitative insights. Covers interview best practices, question types, and interviewing techniques from Teresa Torres and Erika Hall.

AI-led stakeholder interviews using LLMREI research-backed patterns. Conducts structured interviews to elicit requirements through context-adaptive questioning, active listening, and systematic requirement extraction.

Write article introductions and conclusions for sociology interview research. Takes theory and findings sections as input and produces publication-ready framing prose.

Use when interpreting Culture Index surveys, CI profiles, behavioral assessments, or personality data. Supports individual interpretation, team composition (gas/brake/glue), burnout detection, profile comparison, hiring profiles, manager coaching, interview transcript analysis for trait prediction, candidate debrief, onboarding planning, and conflict mediation. Handles PDF vision or JSON input.

Search the internet using Perplexity API. Use for current information, news, or web research. Keywords: search, web, internet, perplexity, news, research.

Orchestrate comprehensive TODAS research for novel/emerging domains (1-7 subagents adaptive). Specializes in unprecedented topics, post-training data, and emerging technologies. Uses adaptive depth-based methodology: straightforward queries (1 agent), standard queries (2-3 agents), complex queries (5-7 agents). Handles depth-first (multiple perspectives), breadth-first (distinct sub-topics), and straightforward investigations. Triggers include "novel", "emerging", "2025", "2026", "unprecedent...

Orchestrate lightweight parallel internet research (2-4 dimensions). Spawns light-research-researcher workers for each subtopic dimension, coordinates findings, synthesizes final reports. Use for standard research queries with 2-3 distinct angles. Examples - cloud gaming optimization, quantum computing overview, WebRTC performance analysis. Triggers - research, investigate, analyze with multiple aspects.

Orchestrate comprehensive 7-phase RBMAS research for multi-dimensional queries (4+ dimensions). Coordinates multiple specialist agents through SCOPE → PLAN → RETRIEVE → TRIANGULATE → DRAFT → CRITIQUE → PACKAGE methodology. Use for thorough internet research requiring multiple sources, iterative refinement, and quality gates. Triggers - research, investigate, analyze with 4+ distinct dimensions or comprehensive depth requirements.

Governance + tooling pattern for storing research artifacts, tagging,

Deploy Integrated Information Theory (Φ) as consciousness measurement and recognition framework

Ihara zeta function for graphs: non-backtracking walks, prime cycles, and spectral analysis via det(I - uB).

> *Three maximally polarizing yet topos-compatible directions of the ies collective mind* **Trit Assignment**: This skill spans all three polarities as a meta-skill. | Sub-Skill | Trit | Polarity | Subagent | |-----------|------|----------|----------| | ies-form | -1 | MINUS | Validator | | ies-game | 0 | ERGODIC | Coordinator | | ies-witness | +1 | PLUS | Generator | **Canonical Triad**: `ies-form (-1) ⊗ ies-game (0) ⊗ ies-witness (+1) = 0 ✓`

Advanced product idea validation through comprehensive market research, competitive analysis, demand verification, technical feasibility assessment, and monetization potential analysis. Use when evaluating startup ideas, SaaS concepts, or any new product before development begins. Provides data-driven scoring and actionable recommendations.

Automatically score growth experiments using the ICE framework (Impact × Confidence × Ease). Use when the user creates a new experiment, mentions scoring or prioritization, or when analyzing experiment backlogs. Helps prioritize experiments by evaluating Impact (1-10), Confidence (1-10), and Ease (1-10).

Use when exploring alternative scenarios, testing assumptions through "what if" questions, understanding causal relationships, conducting pre-mortem analysis, stress testing decisions, or when user mentions counterfactuals, hypothetical scenarios, thought experiments, alternative futures, what-if analysis, or needs to challenge assumptions and explore possibilities.

Comprehensive guide to writing testable product hypotheses that drive learning and prevent building the wrong things

A product strategy framework that replaces lengthy strategic planning with rapid experimentation cycles. Use this when you need to make product decisions faster, validate market assumptions, or move beyond opinion-based strategy. This skill is essential when your team is stuck in lengthy planning cycles, when multiple stakeholders have conflicting ideas about direction, or when you need to demonstrate that a strategy is working (or not) within weeks instead of months.