moai-domain-research
SolidMarket and ecosystem research specialist for /moai brain Phase 3. Executes parallel WebSearch + Context7 queries, handles tool failures gracefully, and produces structured research.md artifacts with cited sources and research limitations.
Install
Quality Score: 99/100
Skill Content
Details
- Author
- modu-ai
- Repository
- modu-ai/moai-adk
- Created
- 8 months ago
- Last Updated
- today
- Language
- Go
- License
- Apache-2.0
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
planning-and-research
Deep web research, competitor scanning, technology evaluation, and implementation planning. Decomposes work into vertical slices, identifies parallel workstreams, tracks assumptions with confidence levels, and designs the critical path for minimum wall-clock time.
moai-domain-ideation
Ideation domain specialist: Lean Canvas assembly, SPEC decomposition list extraction, and Diverge-Converge pipeline for product proposal generation. Use during /moai brain Phase 2 (Diverge), Phase 4 (Converge), and Phase 6 (Proposal).
research
Comprehensive competitive intelligence and ecosystem research. 9-phase framework for mapping ANY technology market from zero to complete competitive intelligence. Supports 2-tier search: WebSearch for quick lookups, imperium-crawl (optional npm) for deep/systematic research with bulk scraping, AI extraction, YouTube/Reddit mining. Use when the user mentions: research, competitors, competitive analysis, ecosystem, gap analysis, market map, landscape, alternatives, sentiment, demo videos, feature matrix, pricing benchmark, who else exists, map the market.
ai-research
External evidence with citations via a 4-tier escalation (local → free MCPs → web/Exa → NotebookLM autonomous deep research, launched first / harvested last). Every claim sourced [N] or marked [unsourced]; output ends with 3 cited recommended directions. Trigger for 'what does the state of the art say about', 'compare options for', 'find sources on', 'investigate this question', 'research this'. Use for questions whose answer lives OUTSIDE the codebase. Not for codebase exploration; use /ai-explore instead. Not for refactors; use /ai-simplify instead. Not for business-logic debugging; use /ai-debug instead.
researcher
Runs multi-source investigations using a structured evidence-mapping cycle. Routes between business research, academic research, and claim verification. Triggers on: "research", "investigate", "verify", "compare", "analyze", "look into", "dig into", "fact check", "due diligence", "deep dive", "what is really happening", "how do real practitioners see this", "is this true", "is this legit", "what's the real story", "market landscape", "state of the art", "literature review", "competitive analysis", "opportunity scan", "risk assessment", "研究", "调研", "调查", "分析", "验证", "核实", "深挖", "摸底", "行业分析", "市场调研", "竞品分析", "尽调", "尽职调查", "这个靠谱吗", "真实情况是什么", "帮我查查", "帮我看看", "有没有前景", "值不值得", "到底怎么样", "是真的吗", "论文调研", "文献综述", "技术选型", "机会分析".