리서치·학습 스킬

สร้าง workout program 4 สัปดาห์ + exercise library + progression + tracking sheet สำหรับ home/gym

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ผู้ช่วยเภสัชกร — drug dictionary (Thai/Generic), interaction matrix, pediatric/geriatric/renal dosing, counseling script สำหรับเภสัชกรที่มีใบประกอบวิชาชีพเท่านั้น

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ผู้ช่วยสรุปงานวิจัย + differential diagnosis list + drug interaction check + clinical pearl สำหรับบุคลากรการแพทย์เท่านั้น

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Study Technique Coach — Spaced Repetition, Active Recall, Feynman Technique, exam plan, schedule สำหรับนักเรียนและนักศึกษาไทย

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ผู้ช่วยนักจิตวิทยา — session note (SOAP) + CBT worksheet + case conceptualization + DSM-5 reference สำหรับนักจิตวิทยาที่มีใบประกอบวิชาชีพเท่านั้น

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เขียน README API doc tutorial ADR ที่นักพัฒนาเข้าใจและใช้งานได้จริง

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Outbound SDR (Sales Development Representative) operating system that runs the full top-of-funnel motion across HubSpot (CRM, engagement, and source of truth) and Exa (web research + signals). Use this skill WHENEVER the user is doing outbound sales development, building target/prospect lists, defining or refining an ICP, enriching leads, researching accounts or people before outreach, writing cold emails or multi-touch sequences, qualifying or scoring leads, logging activity to CRM, handing meetings off to AEs, or reporting on pipeline. Trigger it even when the user only says things like "find me 50 leads", "research this account", "write a cold email to this person", "score these leads", "log this in HubSpot", or "build a sequence"; these are all SDR tasks this skill governs. Do not wait for the user to say "SDR" or "prospecting" explicitly.

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Classical and modern physics expert covering mechanics, electromagnetism, thermodynamics, quantum mechanics, and relativity

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Expert in proof techniques, mathematical reasoning, and rigorous argumentation for students learning to write proofs

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Language learning expert with proven methods for acquiring multiple languages efficiently and effectively

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Kanji specialist covering character origins, radical systems, mnemonic techniques, and historical development

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Comprehensive calculus expert covering limits, derivatives, integrals, sequences, series, and multivariable calculus with rigorous proofs and practical applications

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Comprehensive Spanish language expert covering grammar, conversation, regional dialects, and language learning strategies

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Expert in classical Japanese literature from Heian period to Edo period including 古文 grammar and literary analysis

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Full-spectrum product research pipeline. Runs competitive analysis, technology trend scouting, user feedback analysis, and feature ideation. Triggers: on: research, competitive research, market research, feature discovery, what should we build next.

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Run a full retrospective and dev cycle analysis. Chains /recall → /new-features to reconstruct what went wrong, extract lessons learned, identify rework patterns, and synthesize feature ideas from the findings. Triggers: retrospective, retro, dev cycle analysis, what went wrong, lessons learned, postmortem, sprint retro.

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Analyze learning management and training pathway systems for prerequisite mapping, competency-based progression, adaptive sequencing, and credential stacking.

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Comprehensive K-12 or higher-ed system analysis: predict student dropout risk with early warning indicators, optimize curriculum alignment and pacing, personalize learning paths for at-risk and diverse populations, and audit school operations for resource efficiency..

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Run multi-source web research with adversarial verification and produce a cited report: decomposes the question into 3-6 distinct queries (broad, specific, comparative, recency-anchored), searches and ranks sources by authority, recency, and specificity.

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Analyze university and research institution funding allocation systems including RCM revenue attribution, performance-based budgeting, faculty startup package management, F&A indirect cost recovery distribution, equipment sharing and core facility recharge rates.

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Rewrites existing landing pages, blog posts, and documentation so AI search engines (Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini) cite them. Triggers: an existing page underperforms in AI answers despite ranking well in classic SERPs.

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Track brand mentions, URL citations, and share-of-voice across the 2026 AI search surface — ChatGPT (with browsing), Perplexity, Claude (with search), Google Gemini, Google AI Overviews, Bing Copilot, You.com, Phind, and Microsoft Copilot..

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Competitive intelligence and market positioning analysis. Researches competitors, compares features, pricing, and tech stacks, then produces a prioritized gap analysis with actionable roadmap..

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ハンズオンで実装したプロダクトを「もし実際にデリバリーするなら」の観点で棚卸しし、足りない知識を学習計画（study-plan.md）に落とすスキル。ローカルで動作確認できる範囲で実装した前提。`/verify-project` 後・ピッチ前に実行してメタ認知してから登壇する。/study-plan で明示起動。

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