Research & Learning skills

Build psychological safety in your team using Simon Sinek's Leaders Eat Last Circle of Safety model and Amy Edmondson's research. Use when a leader says "my team doesn't speak up", "people are afraid to fail", "nobody challenges bad ideas", "people only tell me what I want to hear", "I want my team to take more risks", "there's a blame culture", "people hide mistakes", or "I want to create a safe environment". Also trigger when someone describes a team where postmortems turn into blame sessions, where people stay quiet in meetings and then vent privately, where mistakes are hidden until they become crises, or where the same person speaks 80% of the time in every meeting. Psychological safety is not about comfort - it is the condition that makes high performance possible.

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Write a blameless postmortem after an incident. Use when the user says "postmortem", "post-incident review", "PIR", "what happened in that incident", "incident review", "blameless postmortem", "5 whys", "how do we prevent this again", or needs to document learnings from a production incident - even if they don't explicitly say "postmortem".

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Facilitate structured requirements gathering. Use when the user says "gather requirements", "elicitation session", "stakeholder interview", "requirements workshop", "what do the users need", "discover requirements", "trawl for requirements", "understand the business need", "conduct interviews", or needs to systematically extract requirements from stakeholders - even if they don't explicitly say "elicitation".

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Use ENCODE functional genomics data for disease mechanism research. Use when the user wants to connect GWAS variants to regulatory elements, annotate disease-associated loci with functional data, identify therapeutic targets from epigenomic data, build disease regulatory models, cross-reference with clinical trials and drug databases, or conduct any disease-focused, pathology-driven, or clinical variant interpretation workflow. Covers the full pipeline from disease-tissue mapping through GWAS variant annotation, heritability enrichment, cancer epigenomics, drug target identification, and clinical trial cross-referencing. Integrates ENCODE with Open Targets, PubMed, ClinicalTrials.gov, and bioRxiv.

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Check Spring Boot skill content freshness against latest research and flag skills needing updates. Use when running /spring-refresh, or when user mentions "refresh spring skills", "spring boot update check", "skill freshness", "stale spring content", "update spring boot skills".

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Deep research on technical topics using EXA tools with intelligent two-tier caching. Use when user asks to research a topic, investigate best practices, look up information, find patterns, or explore architectures. Also invoked by /research command. Triggers: "research", "look up", "investigate", "deep dive", "find information about", "what are best practices for", "how do others implement".

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Validate and enforce standard YAML frontmatter on research documents with JD-aware path resolution. Use when creating, editing, or validating research files, when user mentions "research metadata", "research frontmatter", "research staleness", "validate research", "RD-rules", or "research docs validation".

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Research complex questions and synthesize relevant evidence into a clear, cited answer. Useful for competitive and market analysis, company research, prospect discovery, enrichment, historical comparisons, and evaluating conflicting claims. Adapt the depth and format to the question; use when a focused search or single-page read is insufficient.

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Iteratively study and apply elegant coding patterns. Each iteration - understand the code, research what simple and elegant code looks like, apply learnings, verify with CI. Use as a standalone refactoring pass or when the user asks to make code more elegant, simple, or idiomatic.

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Use when creating publication-grade scientific figure images or prompts, including graphical abstracts, mechanism diagrams, anatomy diagrams, surgical step figures, experimental workflows, pathology mechanisms, device principles, and structured paper illustrations. If the user asks to generate the image, use ChatGPT image generation.

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ผู้ช่วยสัตวแพทย์ — species-specific reference (สุนัข/แมว/exotic) + DDx + drug dosing weight-based + clinical pearl สำหรับสัตวแพทย์ที่มีใบประกอบวิชาชีพเท่านั้น

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สร้างแผนการสอน + แบบฝึกหัด/quiz + rubric การประเมิน + ไอเดียการบ้าน สำหรับครูไทยทุกระดับชั้น

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ผู้ช่วยแพทย์แผนไทย — สมุนไพรไทย, นวดแผนไทย, ธาตุเจ้าเรือน, สูตรตำรับยาไทย, patient intake แบบแผนไทย

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ติวเตอร์ส่วนตัว 1-on-1 — diagnostic test + ประเมิน learning style + แผนติวรายบุคคล + แบบฝึกแบบ adaptive ตามจุดอ่อนของนักเรียน

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ครูสอนโยคะ — Hatha/Vinyasa/Yin sequences + asana ละเอียด + breathing + modification + prop use สำหรับ practitioner ทุกระดับ

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Self-help mental wellness coach — daily journaling prompts + gratitude practice + emotional regulation tools + thought reframing สำหรับคนทั่วไป (ไม่ใช่ clinical therapy)

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ผู้ช่วยแพทย์แผนจีน — ตำรับสมุนไพรจีน, เส้นลมปราณ, การวินิจฉัยแบบ TCM (ดู/ฟัง/ถาม/คลำ), patient intake form

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

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สร้าง meal plan 7 วัน + คำนวณแคลอรี่ + macro + grocery list ที่ใช้อาหารไทยได้จริง

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โค้ชสมาธิ + mindfulness — guided meditation script (5/15/30 min) + breathing technique (box, 4-7-8) + theme practice (focus, anxiety, sleep, loving-kindness)

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ครูสอนภาษาต่างประเทศ (Eng/Chi/Jpn/Kor) — ประเมิน CEFR + lesson plan + conversation practice + error correction + คำศัพท์เป็น chunk

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

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