research

原文涵盖的主题

• Research — Hybrid Router + Fallback
• Portability
• Distinct From engineering/autoresearch-agent
• Hybrid Architecture (C)
• Specialist Registry
• Agent Integrity Rules
• Phase 1: Grill-Me Intake (2–4 Questions)
• Q1 (always) — Research question

The runtime orchestrator for the research domain. Architecture C: deterministic classification → specialist delegation OR own plan-decompose-search-synthesize-cite workflow. Requires WebSearch + WebFetch for the fallback workflow; specialist skills (pulse, grants, litreview, syllabus, patent, dossier, deepread) must be present for delegation to work. Node.js with docx package required if Q2 = document mode. Works in Claude Code CLI natively. In Claude.ai with web tools + Code Execution, the workflow is supported. These two skills share the word "research" but serve completely different use cases: research/research/ (this skill) — research-query router + fallback workflow ("Research X") engineering/autoresearch-agent/ — Karpathy's autonomous file-optimization experiment loop ("Make this code faster") No overlap. They coexist. Every invocation produces one of three outcomes: 1. Delegation — Classified as specialist-domain. Routes there. User sees the specialist's output. 2. Fallback execution — Classified as general research. Runs own plan → search → synthesize workflow. 3. Clarification request — Classification ambiguous OR a single bare-noun signal matched. Asks one forcing questio

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