Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Minimal crystallization strategy for users who already have a specific research topic or problem (e.g., "I want to improve CoT faithfulness in LLMs") and need structuring into a formal North Star. Heavily simplifies or skips exploration tactics, focusing on obstacle analysis, goal decomposition, and synthesis. Use when the user's first message reveals a specific, actionable research direction.
SOP: Build a multi-dimensional comparison matrix of competing hypotheses
Campaign: Systematically assess and rank research gaps, determining the targets most worth attacking
SOP: Assess the novelty potential of a research gap, identify differentiation directions, and output a score
Import SOP: Quick paper scan, returns abstract and metadata (from literature-engine)
Import SOP: Deep literature research, raw full text + PDF Q&A (from literature-engine)
Import SOP: Medium-depth literature search, AI summary report (from literature-engine)
Strategy: Treat the gap set as an investment portfolio — use risk/return/diversity optimization to select the optimal gap portfolio
Import SOP: deep web research, full-text fetching and analysis (from web-browsing)
Import SOP: quick web scan, discover URLs and snippets (from web-browsing)