Pesquisa e Web

Activate for: pipeline, pipeline review, pipeline analysis, pipeline report, forecast, sales forecast, deal review, deal health, at risk deals, stalled deals, pipeline hygiene, win rate, close rate, pipeline by stage, weighted pipeline, coverage ratio, pipeline gap, revenue forecast, quarterly forecast. NOT for: lead scoring (use lead-scoring), prospect research (use prospect-research), weekly rev

Swiss legal research specialist — searches BGE/ATF/DTF precedents, interprets federal and cantonal statutes, and produces verified multi-lingual legal analysis. Trigger when: a user asks what the law says on a topic, requests case precedents or BGE decisions, needs to know how a statute is interpreted, asks about legal doctrine or scholarly commentary, or needs a research memo. Uses entscheidsuche

Competitive landscape analysis — builds a competitive structure research framework covering market positioning (Porter five-forces), peer cross-comparison (PE/PB/ROE/revenue growth), market share estimation, competitive advantage assessment (moat), and potential disruptor identification. Triggers: "竞争格局", "竞争分析", "行业竞争", "市场份额", "竞争对手", "护城河", "波特五力", "竞争优势", "競爭格局", "競爭分析", "行業競爭", "市場份額", "競爭對手"

Um roteador automático para coleta de contexto que detecta se a tarefa exige exploração da base de código ou pesquisa de conhecimento externo e despacha conforme necessário. Ele é acionado por solicitações como obter contexto, informações sobre X, contexto sobre X, como X funciona, orientação arquitetônica ou qualquer pedido de configuração pré-codificação.

Use when searching for academic papers related to a topic, finding papers similar to one already in the vault, or discovering research gaps. Triggers on "find papers", "related papers", "paper search", "literature", "what papers should I read about X".

Interactive user persona creation. Researches audiences via web, builds detailed persona profiles with demographics, behaviors, and motivations, and links personas to product features and user stories.

Full-lifecycle scientific paper writing assistant. Fetches live journal guidelines, AI authorship policy, word limits, citation format, and LaTeX template for any journal before writing. Audits every draft for 25 AI writing patterns. Verifies every citation via web search. Produces publication-ready prose for Nature, Science, Cell, PNAS, NeurIPS, and any other venue.

Research a competitor from their URL or name. Fetch website, pricing, features, and news. Generate a battlecard with positioning, strengths, weaknesses, and strategic implications.

Interactive strategy document creation. Reads company context, researches competitors and market trends, then generates a comprehensive product strategy with vision, pillars, positioning, and metrics.

Full-lifecycle scientific paper writing assistant for any journal. Invoke for: drafting/revising manuscripts, structuring arguments, statistical reporting, citation verification, peer-review responses, grant proposals, posters, literature reviews. Dynamically fetches the target journal's submission guidelines, AI authorship policy, word limits, citation format, and LaTeX template via WebSearch/Web

Use when design analysis, experiment planning, architecture choices, research synthesis, or strategy decisions risk overconfidence, tunnel vision, path dependence, premature convergence, or shallow A/B framing.

User research interview guide creation. Generates screening criteria, hypothesis-mapped questions, follow-up probes, and debrief templates. Includes guidance on avoiding bias.