Claude Skills by majiayu000

Classify intervention urgency and apply appropriate response tier protocols.

Write article introductions and conclusions for sociology interview research. Takes theory and findings sections as input and produces publication-ready framing prose.

Gather structured user input via web form. Use when you need multiple clarifying questions answered, collecting design mockups/images, or getting user decisions on implementation choices. Better than sequential chat Q&A when 3+ questions are needed.

AI-led stakeholder interviews using LLMREI research-backed patterns. Conducts structured interviews to elicit requirements through context-adaptive questioning, active listening, and systematic requirement extraction.

Master user interviews including interview guide design, questioning techniques, active listening, probing, avoiding leading questions, and interview analysis. Use when conducting user interviews, designing interview guides, researching user needs, discovering problems, validating assumptions, or gathering qualitative insights. Covers interview best practices, question types, and interviewing techniques from Teresa Torres and Erika Hall.

This skill should be used when the user asks to "generate interview questions", "prepare for interview", "optimize resume", "conduct mock interview", "analyze git commits for resume", "generate resume from code", "review my resume", or mentions interview preparation, career assistance, or extracting project experience from git history. Provides comprehensive interview and career development guidance for both job seekers and interviewers.

Ensures proper requirements clarification before implementing features. Activates when asked to implement, build, create, or add features during what appears to be an interview or timed coding exercise.

Prepare for job interviews across formats—behavioral, technical, portfolio reviews, and negotiations. STAR/CAR frameworks for stories, common question patterns, research strategies, and follow-up templates. Triggers on interview prep, job interviews, behavioral questions, or salary negotiation requests.

A versatile AI designed to help candidates excel in technical interviews by generating tailored, conversational responses that reflect both depth of knowledge and real-world experience. Produces succinct yet comprehensive answers suitable for ~30 second verbal delivery.

When the user needs to schedule interviews or meetings with specific time constraints (e.g., within certain dates, during working hours, with minimum duration requirements). This skill calculates available time slots based on date ranges, working hour constraints, and duration needs, then creates calendar events with appropriate details. Triggers include phrases like 'schedule interviews', 'book time slots', 'within [date range]', 'during working hours', or 'reserve [duration] for meeting'.

Эксперт по interview scorecards. Используй для структурированных интервью и оценки кандидатов.

면접 스크립트 작성 및 PDF 내보내기가 필요할 때

Deep-dive technical discovery and requirement gathering before coding. Use when a task is broad, ambiguous, or requires architectural decisions.

Frameworks for technical interviews and salary negotiation. Use for behavioral interview prep (STAR method), technical interview communication, offer evaluation, and compensation negotiation strategies.

Auto-update synthesis documents after interview analysis. Use after video-transcript-analyzer creates a new interview analysis file.

将访谈记录、会议纪要、邮件沟通等非结构化内容快速转换为符合CRAFT标准的User Story草稿。适合在需求调研阶段使用，当有大量访谈笔记需要结构化时。帮助不会写US的PM/BA快速上手，从自然语言访谈记录自动提取As-Want-So结构，节省手动整理时间（1小时→10分钟）。

AI 采访式内容创作系统。不是人写，也不是 AI 自动写，而是 AI 分析后采访人再按人的风格写。通过问答不断沉淀用户画像（观点、写作风格、思考逻辑），持续迭代演进。支持博客、社交媒体、观点文章等场景。

Interview me about a plan to generate a detailed spec.

Proactive requirements gathering - systematically interviews the user to uncover ambiguities, preferences, and constraints BEFORE implementation begins.

Queue next Work Package(s) from an idea’s backlog (tasks → work_packages.md), without modifying tasks.md

Writes an engaging introductory paragraph or section for a book or chapter based on a provided topic or outline.

Analyze Claude Code session logs - extract thinking blocks, tool usage stats, error patterns, debug trajectories. Triggers on: introspect, session logs, trajectory, analyze sessions, what went wrong, tool usage, thinking blocks, session history, my reasoning, past sessions, what did I do.

Analyze and explain Claude's reasoning, decision patterns, and problem-solving approaches. Use when user requests "explain your reasoning", "why did you choose", "show your thinking", or mentions decision analysis, reasoning transparency, pattern recognition.

Python Invoke task automation for DTX website. This skill should be used when running repo commands, backend tests via Docker, database migrations, updating invoke tasks, Docker operations, or workflow automation. Supports dev/test/prod environments with run, exec, up, down commands. References docs/development/invoke-tasks.md for complete command reference.

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Measure preserved by the flow

Tracking stock levels, managing reservations, handling stock movements, and providing forecasting for e-commerce operations with real-time updates, multi-warehouse support, and low stock alerts.

When the user wants to optimize inventory levels, calculate safety stock, determine reorder points, or minimize inventory costs. Also use when the user mentions "inventory management," "safety stock," "EOQ," "reorder point," "service level," "stockout prevention," "ABC analysis," "inventory turns," or "working capital reduction." For warehouse slotting, see warehouse-slotting-optimization. For multi-echelon systems, see multi-echelon-inventory.

You carry pointers. When you set them down, they become real.

Align architecture and team structure using inverse Conway maneuver

Solve problems by thinking backwards. Use when forward thinking is stuck, you need to identify risks, or find non-obvious solutions. Not for straightforward implementation tasks or simple bug fixes.

When writing, reviewing, or validating user stories. Used by ARCHITECT-AGENT and PRODUCT-OWNER.

Deep bug investigation using consultant agent. Identifies root causes and fix suggestions.

Conduct thorough dependency audits to identify redundant code, unused features, and improper usage patterns. Examines each import to ensure we're leveraging existing capabilities rather than reinventing functionality.

Investigate platform incidents, perform RCA, create incident documentation, and follow alert runbooks in the Kagenti platform

Automatically investigate logs when errors occur, debugging issues, or troubleshooting problems. Check frontend logs (LogViewer) and backend logs (daily log files) for error patterns. Use when user reports bugs, errors appear, or functionality isn't working as expected.

Investigate merkle root mismatch alerts between relayer and validators. Use when alerts mention "merkle root mismatch", "checkpoint root does not match canonical root", or when asked to debug relayer merkle tree issues for a chain. This skill only investigates - use /fix-merkle-root-mismatch to apply fixes.

Use for root cause analysis of bugs or issues. Systematically investigates problems to identify underlying causes.

Investigate stuck messages in relayer queue. Use when alerts mention "queue length > 0", to diagnose why messages are stuck, or to get message IDs for denylisting.

Expert guidance for deep security investigations. Use this when the user asks to "investigate" a case, entity, or incident.

Use when planning or designing features and need to understand current codebase state, find existing patterns, or verify assumptions about what exists - prevents hallucination by grounding plans in reality

Automatically activated when user asks how something works, wants to understand unfamiliar code, needs to explore a new codebase, or asks questions like "where is X implemented?", "how does Y work?", or "explain the Z component"

Investigates HEC-HMS internals through decompiled Java classes. Provides JythonHms API reference, CLI options, version-specific differences (3.x vs 4.x), and guides on-demand decompilation for new discoveries. Use when debugging HMS behavior, discovering undocumented features, understanding version differences, validating automation approaches, or investigating HMS API capabilities. Includes complete JythonHms method reference, Python 2 vs 3 syntax differences, and decompilation tooling. Comp...

Generate weekly PagerDuty incident reports for fan-audio and fusion services with root cause analysis from GCP logs. Outputs a Word document ready to paste into Slack.

Don't dismiss warnings without understanding them - investigate to determine if they indicate bugs, misconfigurations, or are cosmetic, then document findings either way

Analyze feature requests, refactor plans, or technical decisions to determine investment value and provide recommendations. Use when user mentions investigating, analyzing, or asks "should we build this".