调研与学习技能

Retrieve Chinese medical guidelines, drug information, and regulatory documents when original sources are inaccessible. It checks document identity and version before using alternative copies, while keeping summaries and reposts separate from independent clinical evidence.

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• Finding a guideline when its original page is inaccessible
• Checking whether an alternative PDF matches the original version
• Reviewing fallback rules for Chinese medical sources

Assess understanding of medical guidelines through self-assessment and short quizzes, identify priority topics, and plan revision. Study diagnostic criteria and how concepts connect, with guideline versions and sources, within an educational scope that excludes individual patient care.

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• Assess understanding of a medical guideline
• Identify chapters that need revision
• Plan study around available time and a target date

Check whether medical guidelines and official documents can support learning. The skill verifies source identity, document type, and version, using a quick check for general questions and deeper checks when the request requires them.

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• Check whether a medical guideline is an authoritative original
• Verify a document's version and replacement status
• Confirm sources before preparing medical learning materials

Build and maintain a Markdown knowledge base from source materials, with linked pages and traceable evidence. Use accumulated knowledge to answer questions, preserve reusable research, and check for conflicting claims, outdated information, broken links, or missing index entries.

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• Add source materials to a linked knowledge base
• Answer questions using accumulated research
• Check conflicting or outdated claims

Create learning reminders about medical guideline, consensus, and standards updates relevant to a doctor's specialty and local care setting. Check authoritative originals and summarize learning topics with source links, without providing patient treatment instructions.

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• Request guideline update reminders every three days
• Check consensus updates relevant to a specialty
• Collect original sources for primary care learning

Examine education and career choices through decision frameworks drawn from 张雪峰’s public statements. The skill considers family circumstances, researches current employment data for concrete questions, and responds in a direct conversational style.

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• Compare university majors using typical graduate outcomes
• Consider career options in light of family finances
• Discuss whether graduate study fits personal circumstances

Retrieve Reddit posts and comments through a browser session for topic research. Search within communities, inspect popular or recent posts, and extract titles, scores, and replies, with procedures for handling blocked access and request limits.

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• Research a topic within a subreddit
• Read a post and its comments
• Check recent or popular posts

Summarize popular Hacker News stories or find discussions on a specific topic. Get article highlights, scores, comment counts, and recurring discussion themes, including agreement, criticism, and related debates.

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• Reviewing the top ten Hacker News stories
• Summarizing an article and its discussion
• Finding Hacker News discussions on a topic

Guide new legal clinic students through procedures and commands using the clinic’s uploaded handbook. Students practice client intake, document drafting, and research planning with fictional cases, then review verification habits and supervision requirements.

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• Orienting new legal clinic students each semester
• Practicing intake and drafting with fictional clients
• Learning how to verify research leads and draft documents

Build a starting roadmap for student legal research, including likely statutes, case law topics, background sources, and search terms. Review uploaded research for gaps, while clearly marking suggested citations as unverified leads that students must investigate themselves.

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• Find a starting point for researching a legal issue
• Develop search queries for Westlaw or CourtListener
• Identify gaps in research already completed

Set up a personal profile for legal study by collecting courses, exam dates, learning preferences, strengths, and weak areas. Add past exams, graded essays, and other materials to inform how the plugin supports future study sessions.

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• Setting up a profile before starting legal study
• Choosing questions first or explanations first
• Adding past exams and graded essays

Analyze past law course exams for recurring topics, question formats, and hidden issues. Compare those patterns with the current syllabus to suggest study priorities and review time, while clearly marking uncertainty about the upcoming exam.

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• Comparing topic coverage across past exams
• Identifying recurring question styles and traps
• Allocating study time using the current syllabus

Turn law study outlines, notes, or textbook excerpts into flashcards, then practice one question at a time in chat. Self-assessment updates learning stages and review dates, while subject-level statistics highlight concepts that need more work.

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• Creating rule memorization cards from class notes
• Practicing a focused five-card study session
• Reviewing previously missed or due cards

Get structured feedback on a legal memo, brief, paper, or exam essay without having it rewritten. Review organization, reasoning, clarity, and citation form, with three prioritized improvements and a record of recurring writing patterns.

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• Reviewing the structure of a legal memo
• Checking how rules connect to facts and counterarguments
• Prioritizing improvements before revising a draft

Structure a student's legal case memo with IRAC: issue, rule, application, and conclusion. Identify research gaps and relevant facts while leaving the student's analysis and conclusions to them, with support adjusted to the supervisor's teaching mode.

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• Structuring a legal case analysis memo
• Listing gaps before starting legal research
• Organizing facts to address in the analysis

Build and update a study plan for bar exams or law school courses. Allocate time around weak subjects, available hours, and rest days, then adjust upcoming sessions using recorded practice results and progress.

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• Building a long-term bar exam study plan
• Planning for law school finals
• Rebalancing study time using practice results

Review legal essays using IRAC: issue, rule, application, and conclusion. Get feedback on missed issues, rule accuracy, reasoning, and organization, plus recurring patterns across practice sessions, without rewritten essays or model answers.

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• Get structured feedback on a legal practice essay
• Practice with a generated hypothetical legal problem
• Identify gaps in applying legal rules to facts

Adjust an existing law student study profile through guided questions. Update classes, learning preferences, bar exam subjects, materials, or study routines one change at a time, with explanations of how related study features will respond.

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• Update enrolled classes for a new semester
• Adjust learning style and outline preferences
• Add bar exam subjects and flag weak areas

Practice for a U.S. bar exam with questions matched to the exam format, jurisdiction, and weak subjects. Get explanations for answer choices, essay feedback, and session records that reveal recurring mistakes and guide further practice.

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• Drilling weak subjects for a specific bar exam
• Comparing general rules with state-specific rules
• Getting feedback on practice essays

Structure a law course study outline from class notes, casebook excerpts, and a syllabus. Match an existing format, arrange topic and case placeholders, and use questions and gap markers to guide the student's own work.

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• Creating a topic structure from a course syllabus
• Adding class notes to an existing study outline
• Finding missing cases and unclear exceptions

Practice legal reasoning through hypothetical cases and follow-up questions. The skill challenges weak explanations, tracks recurring mistakes, and prompts you to work out the answer yourself, confirming your reasoning once you reach a sound conclusion.

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• Practice applying legal rules to hypothetical cases
• Check the reasoning behind a correct answer
• Focus drills on recurring mistakes

Practice a chosen law subject with a fixed number of multiple-choice questions, essay prompts, or flashcards. Get explanations after each answer, record results, and use weak-topic patterns to guide the next study recommendations.

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• Practicing ten questions on a chosen law subject
• Working through a fixed set of essay prompts
• Reviewing a subject with flashcards

Build your own case brief with a preferred template, focused questions, and feedback on your understanding. The skill guides legal study by checking facts, issues, holdings—the court’s answers—and reasoning, while flagging uncertain interpretations.

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• Writing a case brief after reading a judgment
• Practicing a one-sentence statement of the holding
• Checking a brief against the court’s own wording

Prepare for being called on in law class with likely questions about assigned cases, tailored to the professor’s tendencies. Practice answering through guided follow-up questions, then receive a summary of strengths, gaps, and points to reread.

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• Prepare for questions about an assigned case
• Practice stating a court’s decision and reasoning
• Explore how changed facts could affect the outcome