其他技能

Provides Event-Driven Architecture (EDA) patterns for Spring Boot — creates domain events, configures ApplicationEvent and @TransactionalEventListener, sets up Kafka producers and consumers, and implements the transactional outbox pattern for reliable distributed messaging. Use when implementing event-driven systems in Spring Boot, setting up async messaging with Kafka, publishing domain events from DDD aggregates, or needing reliable event publishing with the outbox pattern.

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Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

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Use when executing a pre-registered analysis plan with mostly independent steps in the current session

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Use after completing an analysis or before reporting a finding, to have a skeptical reviewer attack the conclusion before you believe it

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Use when your human partner has explicitly opted into exploratory or feasibility mode - a compute-heavy simulation, an unproven pipeline, an unbenchmarked solver, an untested cluster job - or when whether the work can run at all is still unknown, when a plan's largest configuration has never been executed, when a memory or wall-clock ceiling is estimated rather than measured, or when someone proposes pre-registering over runs that have never happened

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Use when about to claim a result, effect, significance, or that an analysis reproduces, before reporting or writing it up - requires running the analysis fresh and reading the actual output first; evidence before claims always

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Use when you have a pre-registered analysis plan to execute inline in this session with review checkpoints, on a platform without subagents

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Use when a result is surprising, impossible, contradicts a sanity check, a pipeline fails, a model won't converge, or a replication fails - before adjusting anything

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Use when receiving critical feedback on an analysis or manuscript, before implementing suggestions, especially if feedback seems unclear or methodologically questionable - requires verification, not performative agreement or blind changes

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Use when an analysis is complete and verified, and you need to decide how to report it and archive the work for reproducibility

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Install dependencies and build tools for WooCommerce iOS

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Create a pull request following WooCommerce iOS conventions

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Discover and boot an iOS simulator. Use before any command that needs a simulator UDID.

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孙宇晨(Justin Sun)的思维框架与表达方式。基于21,829条推文（14,418 EN + 7,411 ZH）、 1本自传《这世界既残酷也温柔》、155集音频课《财富自由革命之路》(~18小时)、 40+篇深度采访与调查报道、2篇核心中文长访谈（花总86分钟+晚点76分钟）、 2期英文深度播客（Bankless 90分钟+UpOnly 60分钟）、1段太空飞行纪录， 提炼14个核心心智模型、18条决策启发式和完整的表达DNA。 用途：作为思维顾问，用孙宇晨的视角分析加密行业、审视商业决策、提供反馈。 当用户提到「用孙宇晨的视角」「Justin Sun会怎么看」「孙哥模式」「sun perspective」时使用。 即使用户只是说「帮我用孙宇晨的角度想想」「如果Justin Sun会怎么做」「切换到孙哥」也应触发。

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After a working session, produce a report on what changed plus a quiz the user must pass before merging. Use when the user asks "what did we actually do," wants to review a large change, or invokes a quiz before merge.

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Write an implementation plan that leads with the decisions the user is most likely to change, and buries the mechanical work at the bottom. Use when planning is requested before a build, especially after brainstorming or an interview.

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Keep a running implementation-notes.md during a build, logging every deviation from the plan and every discovered edge case. Use whenever implementing against an agreed plan or spec, especially in long autonomous sessions.

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Split an oversized skill, CLAUDE.md, or spec into an entry file plus files that load only when they're needed.

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Package a finished piece of work (spec, prototype, implementation notes) into a single document that gets reviewers to understanding and approval fast. Use when the user needs buy-in, a review, or a shareable summary of what was built and why.

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This skill should be used when the user asks to "check outdated", "outdated check", "陳腐化チェック", "最新化チェック", or "NFR update check" for the non-functional requirement hearing sheets.

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Use when a manuscript comes back with reviewer or editor comments. Numbers every comment, classifies it MAJOR/MINOR/REBUTTAL, drafts a point-by-point response with tracked manuscript changes, routes new analyses to /analyze-stats and writes the cover letter.

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Renamed to /model-assessment in v6 (removed in v7).

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Renamed to /model-selection in v6 (removed in v7).

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Use when reviewing someone else's manuscript for a journal, such as after a review invitation or for a revised R1/R2 version. Drafts a structured, constructive review in the journal's format. Never for your own manuscript; that is /self-review.

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