Research & Search

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Review criteria for the nw-diverger-reviewer — validates JTBD rigor, research quality, option diversity, taste application correctness, and recommendation coherence in DIVERGE wave artifacts

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Build knowledge bases that build software — research before code, teach before execute

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Use when preparing context and drafts for experience-based Zenn articles. Parallel research + context file pattern.

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Use when building automated research systems. Official Deep Research APIs (OpenAI, Gemini, Perplexity) over browser automation.

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Generates a comprehensive research proposal design based on input literature, including hypothesis, mechanism verification, and budget. Use when the user wants to design a research project from a paper.

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Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.

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Format citations in APA, MLA, Chicago, IEEE, Harvard styles from structured data, DOI/ISBN lookup, or manual entry. Generate bibliographies with auto-sort.

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为 NSFC 正文"（三）研究基础"写作/重构，并同步编排"工作条件"和"研究风险应对"，用证据链证明项目可行、资源条件对位研究内容、风险预案可执行。适用于用户要写/改"研究基础、前期工作、可行性分析、工作条件、平台团队、风险应对"等场景。

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Use PubMed & Scholar Gateway to extract PETase (and PET hydrolase) variants and effects from 2024–2025 papers into a standardized table with citations.

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Neutralize workplace political attacks using the MOAR framework from Gartner research

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Standards for migrating topic notes from Projects/Inbox to the Knowledge Base.

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Complete guide to Zettelkasten note-taking methodology. Use when creating notes, establishing connections, or building knowledge management systems in Obsidian. Covers atomic notes, literature notes, MOCs, and linking strategies.

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List and search issues, PRs, commits; summarize status and reviews

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Find third-party APIs and connect to them in code to assist users in various fields such as finance, economics, healthcare, sports, scientific research, and more

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[00] META. Orchestrate skills into dynamic chains for complex tasks. Analyzes the task, discovers available skills, builds an optimal chain, explains why each skill is needed, and executes step-by-step with user confirmation. Use for any complex task requiring multiple thinking/research/analysis steps. Triggers on "plan this", "how to approach", "what's the strategy", "build a plan", or any multi-step problem requiring skill orchestration.

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Product research for TikTok Shop — viral potential scoring, creator demand, category analysis

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Autonomous diagnose-research-fix-verify loop — up to 5 attempts before human escalation

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Use when creating a new walkerOS destination. Example-driven workflow starting with research and examples before implementation.

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Generate a comprehensive account brief by combining company enrichment, decision-maker mapping, and engagement history from Amplemarket.

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This skill should be used when researchers need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic research decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what research problem to work on. Typical requests include "I have an idea for a project", "I'm stuck on my research", "help me evaluate this project", "what should I work on", or "I need strategic advice about my research".

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High-fidelity context transfer protocol for moving conversations between AI agents. Preserves decision tempo, open loops, and critical context with graceful degradation. Use when the user says "transfer," "handoff," "continue this in another chat," or needs to work around context window limits. Produces structured artifacts (Minimal ~200 words, Full ~1000 words). DO NOT trigger on simple "summarize our conversation" requests—only when transfer intent is explicit.

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Context priming before work (bd prime) and self-reflection after completion to extract patterns, gotchas, and decisions into the knowledge base.

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Systematic workflow for researching and validating blockchain RPC providers. Use when evaluating RPC providers for historical data collection, rate limits, archive access, compute unit costs, or timeline estimation for large-scale blockchain data backfills.

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Workflow recovery protocol for resuming workflows after context loss, session interruption, or errors. Handles state reconstruction, artifact recovery, and seamless workflow continuation.

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Draft biomedical research manuscripts from research data. Use when user wants to write a research paper, has a project folder with papers, data, figures, and a GitHub repository link. Orchestrates context-ingestion, scoping, literature-review, code-analyzer, results-interpreter, synthesis, and assembler sub-skills.

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Core development principles for CUI projects - when to ask users, research best practices, tool usage, and dependency management

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When asked implementation questions or tool selection questions like "how do I implement", "what's the best way to", "how should I", "which library", "what tool should I use", or "how might we", search GitHub for prior art, code examples, and proven approaches before proposing solutions

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Foundational concepts in nutrition science — macronutrients, micronutrients, energy balance, Atwater factors, reference intakes (DRI/RDA/AI/UL), food composition tables, and the methods of human nutrition research. Grounds the rest of the department in a shared vocabulary and in the measurement limits of the field, including controlled-trial history, observational-study limits, and the biochemical basis for calorie accounting. Use when a question asks what something "is" nutritionally, how energy and nutrients are measured, or what the reference numbers mean.

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Automatically summarize scientific podcasts like Huberman Lab and Nature Podcast

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Summarize Things todos and recommend next actions using recent activity across projects, areas, and checklist-like notes, plus a week/weekend-ahead preview. Use when asked for Things planning digests, productivity check-ins, weekly previews, or automation that turns Things data into concise priorities.

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Use when an evaluation coordinator needs normalized findings from target artifacts and research evidence.

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Synthesises user signals from multiple research sources into a unified, weighted insight brief. Use when you have data from interviews, support tickets, NPS verbatims, app reviews, or sales calls and need to reconcile contradictions, surface the underlying need behind requests, or answer 'what are users really telling us'. Produces ranked insights with confidence ratings, source weighting rationale, divergent signal analysis by user segment, and a research gap identification section.

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Ultimate AI agent memory system. Combines bulletproof WAL protocol, vector search, git-based knowledge graphs, cloud backup, and maintenance hygiene. Never lose context again. For Clawdbot, Moltbot, Claude, GPT agents.

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Performs smart context summarization when the context window is approaching capacity. Identifies what to keep, what to summarize, and creates a compact resume state.

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Do experiment-driven research (hypotheses → minimal repros → evidence) and continuously improve research skills + tooling. Use when behavior is uncertain, contested, or performance-sensitive.

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Research and create modern, animated tourism websites for cities with historical facts, places to visit, and colorful designs.