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概要と使いどころ
Use when designing a new multi-agent team, visible agents folder, role boundaries, handoff flow, PM Soul, Memory Curator, Policy Gate, or evaluation role. Use for agent-team repo creation even when the user only says they want a meta-agent or agent operating system.
日本語の概要は準備中です。原文の説明を表示しています。
Capture a user's real writing voice from 5-20 prior samples, store a local voice.yaml fingerprint, and enforce it on newsjack drafts so AI tells disappear. Measures voice with named stylometry lenses (Burrows's Delta function-word vector, MATTR lexical diversity, sentence-length burstiness, Biber Dimension-1 register, opener-POS profile, punctuation rates) and gates drafts against the fingerprint as bands, not vibes.
日本語の概要は準備中です。原文の説明を表示しています。
Package and ship an Unreal Engine 5 project: the Platforms menu Package Project flow, build configurations (Development vs Shipping), cooking content, packaging settings and the Game Default Map, and command-line builds with RunUAT BuildCookRun. Use when packaging a build, making a shipping build, cooking content, configuring packaging settings, or when the user mentions package Unreal, cook content, shipping build, or BuildCookRun.
日本語の概要は準備中です。原文の説明を表示しています。
Build a production behavior-tree runtime (Blackboard, action/condition leaves, sequence/selector/parallel composites, decorators) and a Utility AI system (response curves — linear, exponential, sigmoid, quadratic — considerations, and action evaluators), plus hybrid BT-drives-Utility agents. Use when implementing a reusable behavior-tree or utility-based decision system, or tuning enemy/NPC decisions beyond a simple FSM, or when the user mentions behavior tree, blackboard, decorator, selector, sequence, tick status, utility AI, response/scoring curve, or consideration. For choosing between FSM/BT/steering or for pathfinding, use game-ai; for Unreal's BehaviorTree/Blackboard assets, use unreal-behavior-trees.
日本語の概要は準備中です。原文の説明を表示しています。
Experiment design reference for problem-class framing, Minimum Viable Experiment coaching, hypothesis formation, vetting and red flags, and experiment readiness. Use when translating a stated business outcome into candidate data-science problem classes, or when framing, vetting, scoping, or evaluating an experiment of any kind, including data feasibility, architecture, LLM, performance, use-case, UX, prototyping, and hardware experiments.
日本語の概要は準備中です。原文の説明を表示しています。
Authoring skill for Architecture Decision Records (ADRs) supporting capture, from-planner-handoff, and adopt-template entry modes with selectable Y-Statement or MADR v4.0.0 output templates, supersession lineage, and ASR trigger evaluation.
日本語の概要は準備中です。原文の説明を表示しています。
Write code evaluators for known failure modes with objective rules. Use when code can check the rule from a trace, with or without a reference answer. Use `write-judge-prompt` when the rule requires interpretation.
日本語の概要は準備中です。原文の説明を表示しています。
Create diverse synthetic test inputs for LLM pipeline evaluation using dimension-based tuple generation. Use when bootstrapping an eval dataset, when real user data is sparse, or when stress-testing specific failure hypotheses. Do NOT use when you already have 100+ representative real traces (use stratified sampling instead), or when the task is collecting production logs.
日本語の概要は準備中です。原文の説明を表示しています。
Entry point for local AI conversation history across Claude Code, Codex and Kimi CLI: routes each request to the reader or continuation skill that owns it and keeps the cross-provider inventory. Use when the platform is unknown or plural ("what was I working on", "we discussed this once") and for any Kimi CLI history. When platform and action are already clear, load that skill directly.
日本語の概要は準備中です。原文の説明を表示しています。
Get foreign qualifications, degrees, or professional licenses recognised in a new country — figure out whether recognition is even needed, which body assesses it, what evidence they want, and the bridging route if there's a gap. Use when someone says 'get my degree recognised abroad', 'is my foreign license valid here', 'credential evaluation', or 'can I work as a [nurse/engineer/teacher] in [country] with my qualifications'. Produces a recognition roadmap, the assessing body, an evidence checklist, and the bridging options. Routes to official assessment bodies; requirements are country- and profession-specific.
日本語の概要は準備中です。原文の説明を表示しています。
Make compound growth actually click — see how small, consistent amounts become large over time, and why starting now beats starting bigger later. Use when asked explain compound interest, how does compounding work, is it worth investing small amounts, or why should I start now. Produces an intuitive explanation of compounding with concrete illustrative examples for your situation, the outsized effect of time (why an early start beats a later larger one), how fees and inflation eat into it, and the honest caveats — turning an abstract concept into the motivation to start now. Educational, not financial advice.
日本語の概要は準備中です。原文の説明を表示しています。
Write a sincere condolence or sympathy message when someone has died or a friend is grieving — warm, personal, and free of the clichés that hurt more than help. Use when asked what to say when someone dies, write a sympathy/condolence message, my friend lost their [person], or I don't know what to say. Produces a heartfelt message tuned to your relationship and the situation, drawn from a specific memory or quality where possible, an honest acknowledgment (not toxic-positive platitudes), an offer of concrete support, and guidance on what to avoid saying.
日本語の概要は準備中です。原文の説明を表示しています。
Calm a heated conflict — in person or in writing — before it does damage, by lowering the temperature instead of winning the point. Use when asked help me de-escalate this, this argument is getting heated, calm this situation down, or how do I respond without making it worse. Produces a read on what's actually driving the heat (often an unmet need under the surface argument), the de-escalation moves (acknowledge, slow down, find the shared ground), what to say and what to avoid, and how to steer toward resolution once the temperature drops — because you can't solve anything while everyone's activated.
日本語の概要は準備中です。原文の説明を表示しています。
Plan preparation for the Chinese postgraduate entrance examination (考研): choosing target schools and programmes with realistic odds, a phased study plan for the national subjects and the specialist papers, and preparation for the re-examination (复试) and adjustment (调剂). Use when asked 考研怎么规划, 帮我做考研复习计划, 择校择专业, 考研时间线, 复试怎么准备, 调剂, or plan my kaoyan. Produces a school-and-programme shortlist method with the data to collect, a month-by-month study plan by subject, weekly templates, the key-date checklist to confirm against official notices, and a 复试 and 调剂 preparation guide.
日本語の概要は準備中です。原文の説明を表示しています。
Write a fair, enforceable community moderation policy. Use when standing up or overhauling moderation for a forum, Discord, Slack, subreddit, or any user community. Produces a clear code of conduct with examples, a graduated enforcement ladder tied to specific triggers, an appeals process, moderator guidelines, and the handling for the severe cases (threats, doxxing, brigading) that need immediate action. Governs member conduct in a user community — distinct from [[community-management-playbook]], which manages a brand's own social-media channels (comments, DMs, tone, response templates).
日本語の概要は準備中です。原文の説明を表示しています。
Explain China's social insurance and housing fund (五险一金) for a specific person and city: what each part covers, what they and their employer pay, how the contribution base works, and what happens when they change job, city or leave work. Use when asked 五险一金是什么, 社保怎么交, 公积金怎么提取, 换工作社保断了怎么办, 社保基数, or explain Chinese social insurance. Produces a plain explanation for their situation, a contribution calculation using their city's current rates, and a checklist for job changes, moving city, unemployment or freelancing. Not financial advice.
日本語の概要は準備中です。原文の説明を表示しています。
Use when asked 写作业指导书, SOP 作业指导书, 工序作业标准, 标准作业书, 新员工看得懂的操作说明, WI 怎么写, or write a shop-floor work instruction for a production or inspection step in a Chinese factory. Produces a one-station 作业指导书 in Chinese with the header block (文件编号, 版本, 工序, 产品, 标准工时), materials and tools, numbered steps with key points (要点) and the reasons, quality checks and limits, safety notes and PPE, photo or diagram placeholders, abnormal-situation handling, and a revision record, written for a new operator.
日本語の概要は準備中です。原文の説明を表示しています。
Compute what a degree will actually cost — sticker minus real aid, inflated per year, split into cash and loans, with the loan's decade-long monthly tail made visible before enrollment instead of after. Use when asked what will college really cost, compare these two offers' real prices, how much loan payment after graduation, or is this school affordable. Produces the all-in number from the script, the offer-letter decode (grants vs loans untangled), the monthly-tail reality check, and the two-school comparison.
日本語の概要は準備中です。原文の説明を表示しています。
Write a UK Civil Service or NHS application: behaviour statements in the Success Profiles format, a personal statement mapped to the essential criteria, and a CV in the form these schemes expect. Use when asked to write my civil service application, answer Success Profiles behaviours, write a 250-word behaviour example, write my NHS supporting information, or apply on Civil Service Jobs or NHS Jobs. Produces each behaviour statement within the word limit using a situation, task, action, result structure, a criteria-mapped personal statement, and a check against the advert's essential criteria.
日本語の概要は準備中です。原文の説明を表示しています。
Assess physical and transition climate risk for a site, product, or portfolio with scenario-based structure. Use when asked to run a climate risk assessment, evaluate physical or transition risk, prepare TCFD/ESRS-style climate risk analysis, or assess how climate scenarios affect an asset or business. Produces a hazard-exposure-vulnerability matrix across 2030/2040/2050 horizons and labelled scenarios, with financial-impact ranges, confidence levels, and adaptation options.
日本語の概要は準備中です。原文の説明を表示しています。
Use when asked 怎么给老师发消息, 跟班主任沟通, 孩子在学校被欺负怎么跟老师说, 对老师的做法有意见, 请假怎么写, 家长群里怎么说话, or write a message from a parent to a teacher in China. Produces a ready-to-send WeChat or note message in Chinese, polite and specific, for the situation (asking, leave, a concern, a disagreement, bullying, thanks), a calmer version if the parent is upset, what to say if the teacher calls back, the escalation path if it is not resolved, and 家长群 etiquette.
日本語の概要は準備中です。原文の説明を表示しています。
Turn interview notes into a structured candidate scorecard and hire recommendation. Use when asked to write an interview scorecard, a candidate evaluation, an interview debrief, or to summarize feedback into a hire/no-hire call. Produces a per-competency assessment with evidence and ratings, an overall recommendation with confidence, and the open questions for the next round — evidence-based, bias-aware, and decision-ready.
日本語の概要は準備中です。原文の説明を表示しています。
Plan the merging of two families thoughtfully — roles, rules, routines, and relationships — so a blended household starts on the right foot instead of a collision. Use when asked to help blend our families, moving in with my partner and their kids, step-parenting help, or how to merge two households. Produces a read on the situation and its sensitivities, an approach to step-parent roles and discipline, a plan to align house rules and routines across homes, ways to build relationships at each child's pace, and how to handle exes and loyalty binds — realistic, not idealized. Not therapy.
日本語の概要は準備中です。原文の説明を表示しています。
Think clearly about whether bankruptcy is the right move, or whether another path fits better — without shame and without a sales pitch. Use when asked should I file for bankruptcy, is bankruptcy my best option, alternatives to bankruptcy, or what happens if I file. Produces an honest read on whether your situation is the kind bankruptcy actually helps, the main types and what each does (and doesn't) discharge, the real trade-offs (what you keep, the credit impact and its recovery, what's not dischargeable), the alternatives to weigh first (negotiation, debt management, doing nothing on time-barred debt), and a strong push to consult a bankruptcy attorney. Not legal advice.
日本語の概要は準備中です。原文の説明を表示しています。