调研与学习技能

Use when the user wants papers to consider for a graph gap or missing evidence need.

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Use when a Research Pilot project needs an experiment proposal from a weak or bounded project claim.

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Use when a Research Pilot project needs a read-only recommendation for the next workflow action.

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Use when the user wants an agent to create or update a project-local source/paper note from a PDF, URL, arXiv, DOI, manual source, or Zotero item.

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Use when the user wants an agent to track, inspect, or operate Research Pilot project memory through natural chat.

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Gathers information from multiple sources in parallel, compares what they say, flags where they agree or conflict, and delivers a clean synthesis with a confidence rating for each finding. Useful for making evidence-backed decisions, when evaluating competing claims, during due diligence on a vendor or market, and for building research briefs before strategy sessions. Use when the user says "research this", "synthesize multiple sources", "compare sources", "research report", "what does the evidence say", "gather information on", or "deep dive into".

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Shows you how to use Cowork's parallel workers to run multiple tasks at the same time instead of one after another — dramatically cutting the time on batch work. For processing large batches of files or research tasks, when running multiple independent analyses simultaneously, or during a performance optimization session. Use when the user says "speed up", "parallel workers", "batch task", "process multiple files", "why is cowork so slow", "faster", "do several things at once", or "can cowork multitask".

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Радар фундаментальных публикаций про автономных AI-агентов в блогах AI-лабораторий и продуктовых команд (Anthropic, Claude, OpenAI, Cursor, LangChain, Amp, Cognition). Собирает ленты и HTML-индексы за окно дат, отсеивает продуктовые анонсы и релизы моделей, оставляет глубокие посты про архитектуру агентов: память и контекст, long-running циклы, self-improvement, оркестрация, экономика прогона, эвалы, риски длинных горизонтов. Отдаёт дайджест со ссылками, сутью каждого поста и тем, что забрать в свою работу. Use when (используй когда): пользователь хочет узнать, что нового вышло в блогах про AI-агентов, собрать дайджест за неделю или период, отследить исследования про агентную память. Триггерится на: "радар", "дайджест", "что нового в блогах", "публикации про агентов", "agent research", "что вышло за неделю", "блог Anthropic", "cursor blog", "langchain blog", "long-running agents", "research digest". Do NOT use for (не для): корпоративные вики и трекеры; arXiv; доставка сообщений.

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Iterative literature-review workflow for a research topic. Use this skill to draft up to 10 search keywords, build a seed set from OpenAlex title-and-abstract matches, expand by backward and forward citations, screen candidates by title and abstract, repeat until no new relevant papers remain, rank the final set, inspect up to 30 full texts, build a concept-reference knowledge graph, and write a literature review grounded only in the final included references.

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Reflect verified incident or session learnings into personal Copilot or Codex instructions and configuration. Invoke explicitly for Retro User, user-wide retrospective, 個人設定の知見反映, or global customization improvements. Not for workspace rules or private Skill source authoring.

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Use when: 今の一連の作業で得た改善点・反省点を、他セッションや別 repo へ渡す共有メモにしたい。命令文ではない叙述の報告として書き、横展開の実装はしない

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Use when: 作業メモ、事象別ログ、調査・相談・確認・実装・トラブル対応の経緯を残す。会話と作業結果を既存記録へ整理し、継続案件・時系列・出典・残事項を追える形で保存する

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Reusable learnings: セッション中の再利用知見を構造化し、ドメイン別（microsoft / copilot など）に振り分けて出力。Use when: knowledge, lessons learned, 知見化。作業ログは export-session-log、対話再現は export-copilot-session-dialogue を使う

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Agent skill for researcher - invoke with $agent-researcher

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Onderhoudt de inhoud van de roadmap op /roadmap — werkpakketten toevoegen, wijzigen, verplaatsen of verwijderen, onderzoeksvragen schrijven en aan een sectie van het position paper koppelen, en RFC's koppelen die het ontwerp beschrijven. Gebruik dit bij "voeg een werkpakket toe", "verplaats X naar de Hoe-fase", "zet er een onderzoeksvraag bij", of het bijwerken van fases, disciplines en swimlanes.

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Searches for Memorie van Toelichting (explanatory memoranda) for a Dutch law and generates Gherkin test scenarios from legislature-intended examples. Use this skill proactively when: user wants MvT-derived BDD scenarios, mentions "memorie van toelichting", "MvT", "parlementaire stukken", "rekenvoorbeelden", or "kamerstukken" in the context of Dutch law. Activate automatically when a new law YAML file is created and the user discusses testing or validation.

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Automate setup, configuration, execution, monitoring, and troubleshooting of AutoResearchClaw — the 23-stage autonomous research pipeline that generates conference-grade papers. Use when the user mentions ResearchClaw, wants to write a research paper autonomously, needs to set up or debug the pipeline, or says research paper, autonomous research, or paper generation.

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AutoResearchClaw 23 阶段自主研究管线的中文技能。自动设置、交互式配置、执行监控和故障诊断。当用户提到 ResearchClaw、自主研究、论文生成、研究管线时使用。

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Scaffold a PhysicsIntern research workspace in the current folder.

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Scaffold a PhysicsIntern research workspace in the current folder. Run only when the user explicitly invokes it to set up a new physics/maths research workspace.

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Generate a detailed Buy/Sell/Hold equity research report for Indian stock market (NSE/BSE listed companies). Use this skill whenever the user asks for a stock analysis, equity research, investment recommendation, target price, fundamental analysis, technical analysis, or buy/sell/hold opinion on any Indian company or stock. Triggers on phrases like "analyse [stock]", "should I buy [stock]", "research report for [company]", "target price for [stock]", "is [stock] a good buy", "NSE/BSE stock analysis", etc. Always use this skill for any Indian equity research request — even if the user just names a stock ticker or company and asks "what do you think?"

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Research public X posts from keywords, hashtags, OR queries, domains, or known post URLs, then verify linked primary sources, official docs, repositories, benchmarks, and relevant media. Use for X で調べて, X の反応, ハッシュタグ調査, キーワードで X 検索, launch reactions, or source-backed research notes. Not for posting, account operations, private posts, or continuous monitoring.

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Reflect reusable learnings into a private Agent Skills repository with scoped safety gates and same-run private commit/push. Not for editing ~/.copilot personal assets or workspace/repository assets (workspace and ~/.copilot skills may be read as intake sources). Use when: skill retro, private skill authoring, skill repository fix, create or update SKILL.md, workspace skill intake.

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Reflect reusable learnings into the selected workspace's authorized instructions and automation assets, such as AGENTS.md, copilot-instructions.md, scoped instructions, scripts, and tasks. Use only for an explicit workspace/repo retro request: retro workspace, repo retro, ワークスペース知見反映. Not for user-wide settings, installed Skill mirrors, or reusable Skill authoring.

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