Pesquisa e Web

Evaluates software quality from an end user's perspective. Use when emulating a real user to assess a running web app, CLI tool, or API.

Pesquise voos (Aviasales), pacotes turísticos (Travelata + Level.Travel) e excursões (Sputnik8) com preços reais e links para reserva. Utilize quando o usuário perguntar sobre viagens, voos, passagens aéreas, hotéis, pacotes, excursões, férias ou planejamento de viagens.

Synthesize user interviews, survey results, feedback, and support tickets into structured insights. Identifies themes, pain points, and opportunities. Generates research reports ready for stakeholders.

Use when user invokes /research command with any source — URL, GitHub repo, YouTube video, podcast, Reddit post, academic paper, documentation page, product site, local file, or empty. Processes and indexes research materials with raw source preservation and topic-level synthesis coalescing. Do NOT use for quick factual questions — use /explain instead.

Check the status of the research service and recent research history.

Rank competing hypotheses with pairwise Elo updates before choosing what to implement.

End-to-end statistical proof loop. Use when the user asks to prove a statistical proposition, when a hypothesis is promoted to a theorem, or when the empirical trunk's reviewer demands a theorem-side gate. This SOP is suggestion-only (per ADR 0007); skip, loop, or interleave with empirical work as the situation calls for.

Use when you need web research, documentation lookup, or knowledge gathering.

End-to-end research loop. Use at the start of any new research task; triggers literature review, hypothesis generation, Elo selection, experimentation, and verification.

Lock the falsification target for a confirmatory hypothesis before promoting results to main claims. Records metric, direction, threshold, multiple-comparison correction, and seed budget into ver_preregistrations.

Pre-defined F# pipe workflows for multi-agent orchestration. Provides code review, fix validation, test audit, new feature, research & planning, and test execution pipelines. Triggered via PostToolUse hook after significant code changes.

Get detailed information about a specific research finding or observation. Use when injected research mentions "[/research-detail ID]" for more sources and context.