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概要と使いどころ
Idiomatic Go HTTP middleware patterns with context propagation, structured logging via slog, centralized error handling, and panic recovery. Use when writing middleware, adding request tracing, or implementing cross-cutting concerns.
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。
Reviews Go code for idiomatic patterns, error handling, concurrency safety, and common mistakes. Use when reviewing .go files, checking error handling, goroutine usage, or interface design. Covers generics (Go 1.18+), errors.Join and slog (Go 1.21+), and Go 1.22 loop variable semantics.
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。
去除中文网文里的 AI 味。当用户说正文"太像AI写的/有翻译腔/太工整/没人味/排比堆砌/读起来假"、嫌"无缘无故的修辞""引用奇怪跨度大/语域不一致"、嫌"重复的修辞句式""同义反复(他非常生气他怒了)""极端词太多(非常/极大)""莫名其妙的陈述句""句号当顿号""段落太对仗工整行数雷同"，或要把 AI 稿改得像真人时使用。产出更口语、更有网感、风格统一的网文文字。
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。
Řídící pult pro workflow kontrakty — zjisti reálný stav, naplánuj (DAG, kolize, resume), nech uživatele vybrat a spusť jeden super.engineering worktree na každý vybraný kontrakt. Vyvolání téhle skill JE uživatelova výslovná žádost o vytvoření worktree pro vybrané kontrakty.
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。
Belastbaren Produktmarketing-Kontext für Positionierung, Zielgruppen, Botschaften, Einwände und Nachweise erstellen, prüfen und aktualisieren. Nutze diesen Skill, wenn die gemeinsame Grundlage fehlt, auf die sich Texte, Content, Vergleiche und Kampagnen stützen sollen: ICP, Jobs-to-be-Done, Nutzenversprechen, Differenzierung, Preislogik, Einwandbehandlung und Belegklassen. Legt das Ergebnis als `.agents/product-marketing.md` im Projekt ab und kennzeichnet, was belegt, was Anbieterangabe und was Annahme ist. Ersetzt weder Kundenforschung noch Rechtsprüfung.
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。
Diagnose problems before solving them: turn "X is broken and we don't know why" into a precise problem statement, verified root causes, solutions traced to those causes, and a rollout plan. Use whenever the user reports something failing, breaking, slowing, or recurring without a known cause: "sales dropped and we don't know why", "this keeps happening", "why does X keep failing", "find the root cause", "run a post-mortem", "5 whys"; Vietnamese "sao cứ bị vậy hoài", "tìm nguyên nhân gốc", "X đang hỏng mà không rõ vì sao". Trigger even when the user asks for solutions directly: "give me ideas to fix falling sales" is a diagnosis request. Not for open-ended ideation when nothing is broken (brainstorm-coach), understanding user needs (design-thinking), or company-level strategic bets (strategy-board).
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。
Schadenfall-Guide und Entscheidungslogik. Leitet Schritt fuer Schritt durch jeden Schadenfall (Unfall, Krankheit, Haftpflicht, Hausrat, Auto, Rechtsschutz, Todesfall, Invaliditaet). Liefert Self-Service-Checklisten, klaert wann und wie melden, welche Nachweise noetig sind, und wie Fristen und Kommunikation laufen. Schweizer Kontext als Standard. Triggert bei Fragen zu Schadenfall, Schadenmeldung, Unfall melden, Versicherung melden, was tun bei Schaden, Schadenformular, Versicherungsfall, Schadenanspruch, Frist versaeumt, Versicherung zahlt nicht, Leistungsablehnung, Einsprache, Schadenregulierung.
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。
Operations reconnaissance — audit process documentation, vendor contracts, compliance posture, OKR health, and cross-functional friction points to understand where operations is the bottleneck. Use when asked to "audit our operations", "where are we slow", "what processes are broken", or "before designing a compliance program".
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。
Optimize customer onboarding — map the activation sequence, identify drop-off points, design the aha moment, and produce the onboarding email sequence. Use when asked to "fix onboarding", "improve activation", "time-to-value is too slow", or "customers aren't getting started".
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。
Diagnose runtime infrastructure issues — cold starts, timeouts, scaling problems, network failures. Use when asked about "infra is slow", "cold starts", "network issues", "why is this timing out", "scaling problem", "latency spikes", or "service is down".
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。
Compare API performance across versions — regression detection and root cause analysis. Use when asked "did performance regress", "compare API latency across versions", or "why is this slower".
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。
Expert guide for synthetic dataset generation, LLM-as-a-judge filtering, QLoRA fine-tuning (Unsloth), DPO alignment, and GGUF/Ollama export for local SLMs / Panduan ahli generasi data sintetis, fine-tuning QLoRA, DPO, dan ekspor GGUF/Ollama.
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。
Expert guide for modern WebGPU and WebGL 3D graphics in the browser using Three.js (WebGPURenderer + TSL), Babylon.js, PlayCanvas, React Three Fiber (R3F), and 3Dviz spatial reasoning — covers object craft across 3 scales, surface continuity at joins, physical interaction envelopes, grounded scientific visualization, KTX2/Meshopt optimization, and 3D visual anti-slop / Panduan ahli grafis 3D web, WebGPU modern, dan penalaran spasial 3Dviz.
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。
Spinners, skeletons and staggered reveals that manage wait times. Use when designing loading states, async data or the feel of a slow interface.
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。
Cards, rows, tiles and cells are fixed slot models that stay aligned when content length varies. Use when building or reviewing any repeated component.
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。
Elite frontend design taste for building, reviewing, and polishing web interfaces. Use whenever the user wants to design, redesign, shape, critique, audit, polish, or improve any UI (landing pages, portfolios, dashboards, product UI, components, forms, onboarding, empty states) or asks to make something look better / premium / modern, fix the styling, add or fix animations, or make a design feel less generic ("AI slop"). Covers typography, color, spacing, layout, visual hierarchy, motion, micro-interactions, component states, accessibility, responsive behavior, UX copy, and anti-pattern detection.
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。
Spatial reasoning, coordinate geometry, transformations, and trigonometry for geometric problem solving. Covers Euclidean geometry (points, lines, angles, congruence, similarity), triangle geometry (Pythagorean theorem, laws of sines and cosines), circle geometry (tangent lines, inscribed angles, power of a point), coordinate geometry (distance, midpoint, slope, conic sections), transformations as functions (rotation, reflection, translation, dilation), trigonometry (unit circle, identities, inverse functions), and geometric proof techniques. Use when reasoning about shapes, angles, spatial relationships, coordinate problems, or trigonometric computations.
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。
Catalog of informal fallacies with definitions, canonical examples, and detection heuristics. Covers relevance fallacies (ad hominem, straw man, red herring, appeal to authority, appeal to emotion), presumption fallacies (false dichotomy, complex question, begging the question), ambiguity fallacies (equivocation, amphiboly, accent), causal fallacies (post hoc, slippery slope, correlation-causation), and statistical fallacies (hasty generalization, cherry-picking). Use when evaluating arguments for rhetorical or informal reasoning errors.
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。
Climate physics, forcing, feedback, and attribution. Covers the greenhouse effect and radiative forcing, climate sensitivity, fast and slow feedbacks, the paleoclimate record, detection and attribution science, regional climate impacts, and the distinction between weather, climate variability, and forced climate change. Use when reasoning about global warming mechanisms, interpreting temperature or CO2 records, evaluating attribution claims for extreme events, or distinguishing signal from natural variability.
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。
Carbon, nitrogen, phosphorus, sulfur, and water cycles — pools, fluxes, residence times, and anthropogenic perturbations. Covers the fast and slow carbon cycles, the Haber-Bosch disruption of the nitrogen cycle, the phosphorus bottleneck, the hydrological cycle, ocean acidification, and the planetary boundaries framework. Use when tracking chemical elements through atmosphere, hydrosphere, biosphere, and lithosphere; computing pool sizes and fluxes; or evaluating anthropogenic perturbations to global cycles.
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。
OpenStack Swift object storage service. Provides S3-compatible distributed object storage with containers, ACLs, ring architecture, eventual consistency, large object support (SLO/DLO), tempURL for unauthenticated access, object versioning, and object expiry. Use for deploying, configuring, operating, and troubleshooting OpenStack object storage.
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。
Evaluate operational readiness: SLOs, alerting, runbooks, and rollback plan before launch. Use when reviewing a feature for production readiness.
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。
Launches and supervises long-running commands — solves, workflows, downloads, builds — detached with a log, PID and exit sentinel, then tells stuck from slow and kills verifiably. Use before running anything that may exceed a minute, for nohup or background launches, and when a run hangs, shows no output, or timed out.
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。
Optimize web performance for faster loading and better user experience. Use when the task involves `speed up my site`, `optimize performance`, `reduce load time`, `fix slow loading`, `improve page speed`, or `performance audit`.
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。