Research & Learning skills

Review an author's manuscript, its argument and paragraph structure, analyze reviewer comments, draft rebuttals, and verify revisions. Use for self-review, structural edit plans, simulated reviewer objections, author responses, revision closure, and submission-readiness assessment. Formal assigned peer review is outside this skill; manuscript edits and final figures/tables use their owning skills.

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Create, revise, and validate publication-ready academic paper figures and tables. Use for LaTeX tables, related-work comparison tables, result tables, notation/dataset/taxonomy tables, precise source-data-driven experiment plots from CSV/JSON/logs, generated conceptual figures such as system overviews/pipelines/architectures/threat models, captions, artifact specs, source-data traceability, and paper-ready PDF/SVG/PNG/LaTeX exports. Do not use for prose-only paper writing, self-review, reviewer response, rebuttal drafting, or external literature-management workflows.

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This skill should be used when creating RFQ (Request for Quotation) documents for software development projects to send to vendors. Use this skill when you have received vague requirements from clients and need to structure them into clear, comprehensive RFQs that enable vendors to provide accurate estimates. Supports Japanese (default) and English, with systematic requirements elicitation, clarification, and markdown-formatted output.

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特許分析・知的財産戦略支援スキル。先行技術調査、特許性評価、特許ポートフォリオ分析、 侵害リスク評価、ライセンス戦略策定を支援。特許出願戦略の立案から権利化まで包括的にサポート。 Use when conducting prior art searches, evaluating patentability, analyzing patent portfolios, assessing infringement risks, or developing IP strategies. Triggers: "patent search", "prior art", "特許調査", "patentability", "FTO", "特許ポートフォリオ", "IP strategy", "patent landscape".

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競合分析・市場調査の専門スキル。競合企業のプロファイリング、Win/Loss分析、営業用バトルカード作成、市場ポジショニング分析、価格比較、技術比較マトリクス作成を支援。「競合分析」「バトルカード作成」「Win/Loss分析」「競合比較」「価格比較」「技術比較」などのリクエスト時に使用。

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Fableクラスの思考プロセスを任意のモデルで再現する思考スキャフォールド。問いの再構築、 前提の検証、選択肢空間の展開、反証、確信度つきの収束という順序をフェーズとゲートで強制する。 設計判断・技術選定・調査・分析・提案など、結論を間違えるコストが高い非自明なタスクで使用。 「深く考えて」「幅広い視野で」「多角的に検討して」「Fableのように考えて」がトリガー。 Use when asked to think deeply, consider all angles, or for high-stakes decisions and analyses.

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Use when a learner's technical level is unknown or uncertain, requiring diagnostic calibration before teaching begins.

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Use when a concept is too abstract for the learner's current level and needs analogy-first teaching before complexity re-injection.

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Use when capturing or restoring a learner's persistent profile to personalize teaching across sessions.

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Use when the learner benefits from guided questioning to build reasoning and uncover misconceptions before receiving direct answers.

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Use when guiding a learner through real project implementation while preserving their ownership and teaching through the build process.

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Use when structuring a multi-session learning roadmap with milestones, gates, and pacing calibrated to learner level and goal.

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Use when logging, scoring, and triaging a learner's persistent weak areas to drive intervention selection.

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Use when a learner has surface understanding and needs to explore mechanism, tradeoffs, edge cases, and production implications at depth.

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Use when explaining a technical concept and adapting depth, pacing, and examples to the learner's readiness.

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Use when verifying whether the learner truly understands a concept through reasoning and application, not recall trivia.

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Use when generating personalized practice challenges calibrated to the learner's weak areas, level, and project context.

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Use when a learner asks to learn from a repository and the agent must map curriculum structure and prerequisites before teaching.

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NEC IX（IX2000/IX3000、IX-R/IX-V）に SSH 接続し、状態確認、running-config のバックアップ、設定変更、write memory による永続化を行う。実機の操作や障害調査の依頼に使う。マニュアルだけの調査は ix-manual。

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NEC IX（IX2000/IX3000、IX-R/IX-V）の変換済みマニュアルから、コマンド構文・実行モード・機能・機種別上限・設定事例・syslog の意味・系列間差分を調べる。仕様確認、ログ調査、構成に合う事例の検索や設定案の検証に使う。機器には接続しない。

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Web search with full page content extraction. Use this skill whenever the user asks to search the web, find articles, research a topic, look something up, find recent news, discover sources, or says "search for", "find me", "look up", "what are people saying about", or "find articles about". Returns real search results with optional full-page markdown — not just snippets. Provides capabilities beyond Grok's built-in WebSearch.

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Chrome DevTools MCPを使ってWeb performanceを分析する。Core Web Vitals（LCP、INP、CLS）とFCP、TBT、Speed Indexを計測し、render-blocking resources、network dependency chains、layout shifts、cache、accessibilityの問題を特定する。表示速度の監査・計測・デバッグ・最適化、Lighthouse scoreの改善で使用する。既定スタックの必須スキルではないoptional群であり、要件で明示された場合、またはapp-orchestratorがv1前の計測として指示した場合のみロードする。事前学習の知識より最新の公式ドキュメントを優先する。

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過去の仕訳日記帳から仕分けパターンを確認・更新し、wikiのパターンページを保守する手順

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Lightweight multi-agent research orchestration using one coordinator, three domain leads, and three lightweight research agents. Use for medium-size research, market scans, competitor comparisons, prior-art style exploration, report planning, and any task that benefits from parallel domain decomposition without running a full high-cost research lab.

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