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概要と使いどころ
Write executable failing tests from a recipe handed to you by the main context. Used by `/tdd` Step 2 and ad-hoc when a phase needs tests-first to drive implementation. Decisions about which scenarios to cover, which categories matter, and which fixtures to use are made by the caller — this skill executes that recipe with code-structure discipline.
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Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.
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 building creative browser demos with @chenglou/pretext — DOM-free text layout for ASCII art, typographic flow around obstacles, text-as-geometry games, kinetic typography, and text-powered generative art. Produces single-file HTML demos by default.
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-level polymer science covering polymer structure, thermoplastics and thermosets, mechanical behavior, processing methods, and polymer selection for engineering applications.
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-level climatology covering climate system components, climate forcing and feedbacks, paleoclimatology, climate modeling, and climate change science.
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-level exoplanet science covering detection methods, orbital dynamics, planetary atmospheres, habitability, and the search for biosignatures.
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-level graph theory knowledge. Use when working with graph algorithms, network flows, matching, graph coloring, planar graphs, spectral graph theory, random graphs, or graph applications in computer science and networks. Also use when the user mentions 'shortest path', 'minimum spanning tree', 'network flow', 'bipartite matching', 'graph coloring', 'clique', 'independent set', 'vertex cover', 'planarity', 'graph isomorphism', 'adjacency matrix', or 'Laplacian'.
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-level plasma physics knowledge. Use when working with plasma state, Debye shielding, plasma oscillations, magnetohydrodynamics, plasma confinement, fusion plasmas, space plasmas, plasma waves, or plasma instabilities. Also use when the user mentions 'plasma', 'Debye length', 'plasma frequency', 'MHD', 'magnetic confinement', 'tokamak', 'plasma instability', 'Alfven wave', 'Langmuir probe', 'ionosphere', or 'solar wind'.
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-level classical mechanics knowledge. Use when working with Newton's laws, kinematics, dynamics, energy, momentum, rotational motion, oscillations, gravitation, Lagrangian mechanics, or Hamiltonian mechanics. Also use when the user mentions 'force', 'torque', 'momentum', 'energy conservation', 'simple harmonic motion', 'projectile', 'friction', 'center of mass', 'moment of inertia', 'Lagrangian', or 'Hamiltonian'.
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-level microbiology covering bacterial and viral biology, microbial physiology, pathogenesis, antimicrobial resistance, microbiome science, and industrial microbiology.
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-level marine biology covering ocean ecosystems, marine organisms, coral reef ecology, deep sea biology, fisheries science, ocean chemistry, and marine conservation.
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。
Stages and commits the current changes onto a safe working branch, enforcing branch discipline and optionally pushing upstream. TRIGGER when: the user wants to commit, save, or check in the current changes. DO NOT TRIGGER when: opening a pull request → pr.
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。
Orchestrate an end-to-end data analysis or machine learning project from decision framing through reproducible handoff. Use when a request spans multiple lifecycle stages or an ambiguous modeling request must become a decision-ready result; use narrower audit or experiment-design skills for isolated reviews.
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 verifying a story or ticket implementation against its spec and acceptance criteria - per-AC verdicts with file:line evidence and proving tests, code reuse and design conformance, dead code, stale docs, comment discipline. Finds the spec from an explicit path, the ticket key in the branch name, or plan files - and asks rather than guessing. For defect-hunting code review use dotnet-techne-code-review instead. Keywords: story QA, acceptance criteria, spec conformance, AC coverage, definition of done, dead code check, reuse check, comment check, verify story, QA this branch.
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。
Govern the SemVer release process — versioning discipline, tag-based GitHub releases, changelog hygiene, and the ADR that confirms the release strategy is agreed. Trigger when setting up a release process, before a first public release, or when release practice has become inconsistent. Owned by delivery-orchestrator.
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 revising or reviewing scientific, technical, or academic manuscripts, proposals, abstracts, reports, or related writing for precision, concision, logical cohesion, citation support, evidence alignment, and objective scholarly tone.
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Analisa seu histórico recente de chats do Claude Code para identificar padrões de codificação, lacunas no desenvolvimento e áreas para melhoria, seleciona recursos de aprendizagem relevantes do HackerNews e envia automaticamente um relatório de crescimento personalizado para suas DMs do Slack.
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Quando o usuário quer criar, otimizar ou analisar um programa de indicação, programa de afiliados ou estratégia de boca-a-boca. Use também quando o usuário mencionar 'indicação', 'afiliado', 'embaixador', 'boca-a-boca', 'viral loop', 'indique um amigo' ou 'programa de parcerias'. Esta habilidade cobre design de programas, estrutura de incentivos e otimização de crescimento.
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。
Quando o usuário quer planejar, avaliar ou construir uma ferramenta gratuita para fins de marketing — geração de leads, valor em SEO ou conscientização de marca. Use também quando o usuário menciona "engenharia como marketing", "ferramenta gratuita", "ferramenta de marketing", "calculadora", "gerador", "ferramenta interativa", "ferramenta de geração de leads", "construir uma ferramenta para leads" ou "recurso gratuito". Esta competência conecta engenharia e marketing — útil para fundadores e profissionais de marketing técnico.
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。
Quando o usuário precisa de ideias de marketing, inspiração ou estratégias para seu produto SaaS ou software. Use também quando o usuário pede 'ideias de marketing', 'ideias de crescimento', 'como fazer marketing', 'estratégias de marketing', 'táticas de marketing', 'formas de promover' ou 'ideias para crescer'. Esta skill oferece 140 abordagens de marketing comprovadas organizadas por categoria.
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。
Especialista em lançar produtos SaaS pequenos e focados rapidamente - a abordagem indie hacker para construir software lucrativo. Aborda validação de ideias, desenvolvimento de MVP, precificação, estratégias de lançamento e crescimento para receita sustentável. Lance em semanas, não meses. Use quando: micro saas, indie hacker, small saas, side project, saas mvp.
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。
Rastreie experimentos de ML, gerencie registro de modelos com versionamento, implante modelos em produção e reproduza experimentos com MLflow - plataforma agnóstica a frameworks para ciclo de vida de ML
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Quantização de pesos consciente da ativação para compressão de LLM de 4-bit com aceleração 3x e perda mínima de acurácia. Use ao implantar modelos grandes (7B-70B) em memória GPU limitada, quando precisa de inferência mais rápida que GPTQ com melhor preservação de acurácia, ou para modelos com instruções ajustadas e multimodais. Vencedor do Prêmio Melhor Artigo MLSys 2024.
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。
Cientista de dados especializado em análises avançadas, machine learning e modelagem estatística. Trabalha com análise de dados complexa, modelagem preditiva e business intelligence.
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。