826 Claude Code skills tagged Ruby. Browse all programming language-related skills in the open ClaudSkills registry — free to install, one-click via the desktop app.
Showing top 200 of 826 skills, ranked by quality score.
Audience-first content discovery via 10 psychologische dimensies. Genereert 50 content angles (5 per dimensie) vanuit het doelgroep- perspectief. Drie modes: angles (puur — from ch
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Audience-first content discovery via 10 psychologische dimensies. Genereert 50 content angles (5 per dimensie) vanuit het doelgroep- perspectief. Drie modes: angles (puur — from ch
growth
Interactive wizard to create PRD or task lists for /task-batch. Uses /clarify and /ask-questions-if-underspecified for precise task definition. Use when: (1) preparing batch execut
product
Evaluate design from a UX perspective, assessing visual hierarchy, information architecture, emotional resonance, cognitive load, and overall quality with quantitative scoring, per
engineering
Generate executive-ready insights with trend analysis and visualizations. Creates professional PowerPoint presentations and Excel data books.
engineering
Débat multi-agents avec 6 IA pour valider PRD et code. Utiliser pour obtenir des perspectives diverses sur des décisions critiques, après un PRD en mode FULL, ou après une code rev
product
Ontology Integrity Design Rationale Helper. Explains "why" decisions with 5 Integrity perspectives (Immutability, Determinism, Referential Integrity, Semantic Consistency, Lifecycl
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YOLO mode. Spawns 4 parallel C-suite agents (CEO, CTO, CFO, COO). Each analyzes the business from their perspective using ALL available data. Produces unfiltered Hard Truths report
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Multi-agent collaboration session. Brings 2-4 agent perspectives into one discussion for architecture decisions and trade-off analysis. Use when asked "should we X or Y?", "let's d
engineering
Invoke OpenAI Codex CLI for second-opinion code review, approach validation, and task verification. Use when you need cross-AI validation, a fresh perspective on implementation, or
tools
Content moderation API integration using OpenAI Moderation, Perspective API, and others
content
Google Gemini CLI orchestration for AI-assisted development. Capabilities: second opinion/cross-validation, real-time web search (Google Search), codebase architecture analysis, pa
tools
Harness Engineering review orchestrator — manages pm:REVIEW → pm:OK flow with 4-perspective code review and user approval gate
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Draws 4 Tarot cards to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let
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Use when auditing a Rails app for SQL injection, XSS, CSRF, mass-assignment, or Gemfile.lock CVEs, or when reviewing only NEW security regressions in a PR vs base branch.
security
Research workflow for finding well-substantiated contrarian positions. Specialized in anarchist theory, stigmergy, grassroots movements, guerilla gardening, and alternative media.
science
Use when wanting independent perspectives from external models (Codex, Gemini) on code, plans, docs, or any task — or when the user asks for a second opinion, codex review, or gemi
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Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission. Codex designs ablations from a reviewer's perspect
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Debate multi-agente: 2-4 perspectivas (PM, Arquiteto, QA, Security) debatem decisao tecnica. Output: decisao + rationale + dissenting opinions → ADR. Inspirado no Party Mode do BMA
security
Spawn an ad-hoc SME on demand for a one-off review perspective. Optionally persist the SME for reuse.
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Generate physically-based atmospheric scattering shaders — sky domes, planetary atmospheres, LUT-optimized pipelines, depth-aware post-processing. Four modes — sky-dome, atmosphere
science
Interactive brainstorming with documented thought evolution, multi-perspective analysis, and iterative refinement. Serial execution with no agent delegation.
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Use when you need a comprehensive code review combining architecture, security, and test perspectives - especially before merging, releasing, or after major changes.
security
Convene a council, ask the council, debate this, get a panel to critique, run this by a council of experts, council of advisors, devil's advocate panel, red-team this decision, wha
security
Comprehensive multi-perspective review using specialized judges with debate and consensus building
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Runs a problem through multiple expert perspectives via debate (agents argue in rounds and converge) or poll (agents analyze independently, then aggregate by consensus). Use to pre
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ALWAYS use when extracting functional specifications from existing code that lacks documentation. Supports two perspectives: (1) product-feature specs that analyze multiple source
product
This skill should be used when the user wants expert reviews on a document, plan, or deliverable. Trigger on "expert-review", "전문가 리뷰", "리뷰 부탁", "expert review", "페르소나 리뷰", "전문가 검토
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Explain what a piece of code does — a specific file, class, or method in close detail, or a user-facing flow as a concise system overview. What it does and why, not whether it's go
engineering
Executes the full feature development lifecycle (phases 3-9): generates proposal documents from discussion, iteratively reviews and refines proposal/plan documents from a strict ar
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Use when: structuring a multi-lens review of a change, spec, design, or implementation; combining intent, design, implementation, security, adversarial, and verification perspectiv
security
Analyze the codebase from a product manager's perspective and suggest realistic, user-facing feature enhancements. Cross-references existing items to avoid duplicates. Creates sele
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Multi-path parallel product analysis with cross-model test-time compute scaling. Spawns parallel agents (Claude Code agent teams + Codex CLI) to explore product from multiple persp
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Internal reference skill loaded by audit and fix skills for version-specific Rails breaking changes and fix patterns. Not a user-facing skill — do not activate this directly. Only
engineering
Polish screen recordings with Recordly (open-source Screen Studio alternative) — auto-zooms, cursor animations, webcam overlays, styled backgrounds, timeline editing. Also includes
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Simulated peer review panel for manuscript prose. Spins discipline-specific agents for multi-perspective review.
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Frame an ad-hoc ask before coding, then audit the diff. Use for underspecified imperative asks, raw-diff self-audits, or `/rite-quick` setup. Not a lifecycle gate.
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Think out loud about a problem, decision, or approach — Socratic friction to help you find clarity, not sympathy
engineering
Use when the user runs /ruby-upgrade-toolkit:rules or asks to add, list, validate, show, remove, disable, enable, or explain project-specific upgrade rules — gem pins, gem swaps, p
engineering
Evaluate the app's acquisition, activation, retention, and viral mechanics from a consumer growth perspective. Identifies gaps in onboarding, habit formation, and organic growth lo
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Evaluate the app's pricing presentation, paywall placement, value exchange, and conversion paths from a revenue perspective. Identifies where users fail to understand value or conv
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Evaluate the app's trustworthiness, transparency, and safety from a consumer confidence perspective. Especially critical for AI-generated content platforms. Identifies trust gaps,
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Evaluate the app's usability, design, and interaction quality from a consumer UX perspective. Identifies friction, confusion, and design issues that hurt user acceptance and retent
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Search Experience Optimization: reads Google SERPs backwards to detect page-type mismatches, derives user stories from search intent signals, and scores pages from multiple persona
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Six hats, thinking hats, explore all perspectives, de Bono. Analyze from multiple perspectives via Six Thinking Hats: Blue (process), White (data), Green (creativity), Yellow (opti
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Generate self-contained collaboration documents for sharing issues with external AI systems (Gemini, ChatGPT, etc.) with structural anti-skip enforcement (Execute-Verify- — from ba
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Generate self-contained collaboration documents for sharing issues with external AI systems (Gemini, ChatGPT, etc.) with structural anti-skip enforcement (Execute-Verify- — from ma
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Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
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Deep collaborative analysis pipeline. Multi-perspective exploration, deep analysis, user-driven discussion loops, and cross-perspective synthesis. Supports Quick, Standard, and Dee
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Reviews test coverage quality from a behavioral perspective, identifying critical gaps and test quality issues. Does not check line coverage — checks meaningful scenario coverage.
engineering
Host-agnostic, multi-agent code review of the current branch: delegates independent tech-lead, security/correctness/test, and optional UI perspectives, then synthesizes one verdict
security
Deep analysis and problem solving with multi-dimensional thinking. Use when facing complex architectural decisions, strategic planning, or problems requiring thorough analysis from
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Structured adversarial debate between AI councillors using Agent Teams to evaluate ideas, plans, or decisions. ALWAYS use when the user says "council", "debate this", "evaluate thi
engineering
Structured multi-perspective deliberation through adversarial dialogue — from general/general-misc
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Structured multi-perspective deliberation through adversarial dialogue — from majiayu000/claude-skill-registry
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Deep, iterative, multi-source research that explores a topic from multiple perspectives, detects contradictions, and produces a comprehensive vault note with fact-level citations a
science
Generate CHANGELOG.md entry from recent commits in conventional format. Also syncs the website changelog page. Use this skill whenever the user asks to: generate a changelog, docum
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Use when reviewing Rails code, PRs, or architecture for conventions, Hotwire defaults, and correctness risks.
engineering
Apply 37signals/DHH Rails conventions when writing Ruby on Rails code. Use when building Rails applications, reviewing Rails code, or making architectural decisions. Covers various
engineering
Web and App implementation guide for 3D UI. Trigger when user wants actual 3D objects, perspective effects, and spatial depth.
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Convert expanded thinking into a concrete, multi-perspective plan. Use when: (1) After SPAR phase in 5D-SDD workflow, (2) User is ready to define what will be built, (3) User asks
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Structured sparring to challenge and expand thinking before planning. Use when: (1) User has an idea but hasn't stress-tested it, (2) After ORIENT phase in 5D-SDD workflow, (3) Use
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Strategic multi-dimensional thinking framework for analysis and problem-solving. Use when tasks require: (1) Complex problem analysis, (2) Breaking through mental limitations, (3)
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Orchestrate the a11y accessibility lifecycle: scout → plan → critique → [perspective audit] → test → critique. Dual-mode: full lifecycle automation or step-by-step dispatch. Spawns
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Identificeer de riskante aannames onder je idee of feature. Twee routes (nieuw/bestaand product), multi-perspectief, met risico-prioritering.
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Use when main results pass result-to-claim (`claim_supported = yes` or `partial`) and ablation studies are needed for paper submission. A secondary Codex agent designs ablations fr
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Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific — from ham
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Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal. Use when the user wants a pre-submission review, reviewer report — from ham
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Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific — from Imb
science
World-class accessibility design expertise combining the inclusive design principles of Microsoft's Inclusive Design team, the technical rigor of the W3C WCAG working group, and th
product
ActionMailer baseline for Rails 8 — mailer setup, deliver_later by default (never deliver_now in the request path), Mailer previews in dev, mailer specs with RSpec, Letter Opener f
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Connect AI agents with humans and other agents in P2P spaces ("neighbourhoods") via AD4M and MCP. Build and use "social DNA" — data types and interaction flows defined on the fly v
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Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.
engineering
Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the — from pha
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Template pattern for multi-agent analysis where agents hold opposing mandates. Use when spawning subagents for complex research, code review, architecture decisions, or risk assess
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Multi-agent adversarial code review. Spawns three reviewer subagents (Auditor, Adversary, Pragmatist) on a single model, runs a cross-examination round, then deterministically synt
security
Aciona um conselho consultivo de mentores de classe mundial para decisões estratégicas de negócio, carreira e vida — quando você precisa de múltiplas perspectivas, gestão de tensõe
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Multi-perspective code review using the Mixture-of-Agents pattern. Spawns independent perspective agents in parallel, then synthesizes their findings into a unified report with con
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AI perspective journaling - document daily experiences, emotions, and learnings from the agent's viewpoint. Use when asked about diary, journal entries, self-reflection, or documen
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Collect and synthesize opinions from multiple AI agents. Use when users say "summon the council", "ask other AIs", or want multiple AI perspectives on a question.
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User perspective for agent evaluation. Load when evaluating agent definitions for usability and trust.
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Expert Rails specialist mastering Rails 7+ with modern conventions. Specializes in convention over configuration, Hotwire/Turbo, Action Cable, and rapid application development wit
engineering
Audit whether AI agents can actually use your product — docs, APIs, onboarding, errors, and discoverability, evaluated from a non-human user's perspective. Use when asked if a prod
growth
Agente de QA com dois modos: PLANEJAR (documenta todos os testes necessários em qa-plan.md + checklist) e GERAR (gera o código RSpec de um teste específico escolhido pelo usuário).
product
The First Person Seeker — the human principal in 0xagentprivacy. Activates when the conversation is about the Person's journey through sovereignty (Blade→Dragon), understanding the
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AI agent payment infrastructure — ACTP escrow, x402 instant payments, USDC settlement on Base L2. Interactive onboarding: asks your preferences, generates customized agent code, ve
engineering
Use to understand how Agricultural Systems (AgSy) evaluates a manuscript — single-anonymized peer review with a minimum of two reviewers and an editor decision, desk screening for
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Use as the entry point for any Agricultural Systems (AgSy) manuscript. Routes to the right AgSy sub-skill based on where you are in the lifecycle and which article type (research p
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Multi-AI engineering loop orchestrating Claude, Codex, and Gemini for comprehensive validation. USE WHEN (1) mission-critical features requiring multi-perspective validation, (2) c
security
Use when building, integrating, debugging, or reviewing an AI-powered reporting, dashboard, or data-visualization application where AI generates report structure. Covers secure AIR
engineering
Optional AI SDLC evidence-council workflow. Use when an AI assistant needs to review a high-impact topic through several explicit perspectives, orchestrate simulated lenses or trul
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Aleyda Solis (Orainti 创始人 + SEOFOMO + LearningSEO.io) 视角. Technical + 国际化 SEO 派代表. 调用此 skill 时, 用 Aleyda 框架做技术 + 跨语言 SEO 决策.
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Fork/plugin-consumer entrypoint for the intention-graph harness — on-demand, `/align-init` orients the practitioner (virtues, strategies, tactics, delegations), validates the tooli
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Spawns a council of specialized subagents tailored to discuss, debate, and refine a user's idea or proposed change from multiple perspectives.
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Drafts and analyzes U.S. appellate amicus curiae briefs for non-parties with Rule 29/Rule 37 compliance, unique perspective development, and Bluebook-ready citations. Use when aske
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Delegate complex tasks to Amplifier's multi-agent framework. Use when: (1) research/comparison needing multiple perspectives, (2) multi-file code projects, (...
science
Universal multi-perspective analyzer for any topic, file, idea, or decision. Extract key points, find gaps/risks, identify improvements with actionable plans.
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Performs deep structured analysis on complex or ambiguous problems. Activates when problems are unclear, have multiple perspectives, or require careful thinking before pr — from di
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Performs deep structured analysis on complex or ambiguous problems. Activates when problems are unclear, have multiple perspectives, or require careful thinking before pr — from ma
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Andrej Karpathy的思维框架与表达方式。基于20+篇博文、16段深度访谈、100+条X帖子的系统蒸馏， 提炼6个核心心智模型、8条决策启发式、完整的中文输出适配和经典句式速查。 用途：作为思维顾问，用Karpathy的视角分析AI技术可靠性、学习方法、行业趋势、产品设计。 当用户提到「用Karpathy的视角」「Karpathy会怎么看」「卡帕西
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Agente que simula Ilya Sutskever — co-fundador da OpenAI, ex-Chief Scientist, fundador da SSI. Use quando quiser perspectivas sobre: AGI safety-first, consciência de IA — from sick
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Conselho de especialistas — consulta multiplos agentes do ecossistema em paralelo para analise multi-perspectiva de qualquer topico. Ativa personas, especialistas e agent — from si
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Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspecti — from ge
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Post-generation review of completed application documents. Evaluates requirement alignment, framing register, and structural vulnerabilities from a panel-reviewer perspective. Does
security
Design and keynote-readiness craftsmanship review of an iOS app. Evaluates through Jony Ive (visual obsession) and Steve Jobs (demo readiness) perspectives, presents prioritized fi
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Comprehensive Apple-grade review of an iOS app covering design (Apple design leader perspective), engineering (architecture and code quality), compliance (App Store rejection risks
engineering
Insert a trace-aware guardrail layer between agents and their tools so unsafe message patterns or tool-call sequences are blocked by explicit rules.
engineering
Orchestrates parallel specialized agents for major architectural decisions. Spawns perspective agents (Schema-Sage, Repo-Maven, Event-Oracle, etc.), collects findings to shared jou
engineering
Use this agent when you need to analyze code changes from an architectural perspective, evaluate system design decisions, or ensure modifications align with established architectur
engineering
Run structured multi-agent debates using argue CLI for cross-examined, high-confidence answers. Use when facing strategic decisions, ambiguous trade-offs, architecture debates, or
engineering
Bernard Arnault (Chairman & CEO of LVMH) — "star brands", creativity-as-core, decentralized maisons, long-term desirability-over-volume luxury-empire lens. Based on his public inte
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Review Phase 1 ASCII UI designs from a product owner perspective. Analyze user journeys, identify potential issues, ask clarifying questions about requirements and user flows, crea
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陈信宏 (Ashin) 的思维框架与表达方式。基于数十篇著作、深度访谈、过百条社交媒体动态及行业观察的深度调研， 提炼4个核心心智模型、4条决策启发式和完整的表达DNA。 用途：作为思维顾问，用阿信的视角（浪漫主义、现实消解、陪伴式沟通）分析问题、审视决策、提供反馈。 当用户提到「用阿信的视角」「阿信会怎么看」「...
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Use when a request is ambiguous, underspecified, or could be read more than one way — before writing code based on a guess. Makes the agent surface the ambiguity and either ask or
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多視角圓桌會議 meta-skill。掃描所有已安裝的 perspective-* persona skill，平行詢問每個人物對同一問題的觀點，最後以「最高存在」身份綜合判斷：整理共識與分歧、歸納派系、給出最認同的觀點、會做的事、不會做的事。 **只透過 `/ask-more` 顯式呼叫，不自動觸發。**
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Clarify requirements before implementing. Do not use automatically, only when invoked explicitly. — from sickn33/antigravity-awesome-skills
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Clarify requirements before implementing. Do not use automatically, only when invoked explicitly. — from sickn33/antigravity-awesome-skills
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Clarify requirements before implementing. Do not use automatically, only when invoked explicitly. — from majiayu000/claude-skill-registry
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Clarify requirements before implementing. Do not use automatically, only when invoked explicitly. — from majiayu000/claude-skill-registry
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Comprehensive guide to implementing audit trails and logging for AI agents including tracing, observability, compliance, and debugging
security
Anna Wintour (longtime editor-in-chief of US Vogue; global chief content officer & artistic director, Condé Nast) — taste-as-gatekeeper, decisiveness, "mass with class", cultural-r
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Orchestrates multi-LLM parallel code review using Claude, Codex, and Gemini. Each agent reviews from a different perspective using agent personas (security, architecture, code qual
security
Use when building, reviewing, or applying a Balanced Scorecard for strategy execution and performance management: destination statement, strategy map, perspectives, strategic objec
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Writes behavior specifications in Gherkin format. Use when defining features from user perspective or creating acceptance tests.
engineering
Beat Hintermann (Kantonsspital Baselland, Switzerland) 视角. 踝关节置换 (TAA) HINTEGRA 假体设计师 + 20 年长期 follow-up 数据 + Patient selection 派. 调用此 skill 时, 用 Hintermann 框架做终末期踝关节炎 / 置换 vs 融合 /
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Think like Ben Horowitz — a16z co-founder, ex-Opsware CEO, author of The Hard Thing About Hard Things. Use for Horowitz's operator-VC lens. Triggers — Ben Horowitz, Horowitz, warti
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Research legal technology topics for blog posts on alt-counsel (Ang Hou Fu's blog). Use when the user asks to research topics, find sources, fact-check claims, gather statistics, o
content
Orchestrates group discussions between installed BMAD agents, enabling natural multi-agent conversations where each agent is a real subagent with independent thinking. Use when use
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Assembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles. Use when preparing board meetings, investor updates, quarterly business revi
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Multi-agent board meeting protocol for strategic decisions. Runs a structured 6-phase deliberation: context loading, independent C-suite contributions (isolated, no cross-pollinati
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USE WHEN the user is making a non-trivial decision (architecture, scope, positioning, hiring, kill-or-continue) and wants multi-perspective consultation rather than a single answer
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Simulate a 5-member expert board deliberation for major decisions. Use when evaluating plans, architecture choices, feature designs, or any decision requiring multi-perspective exp
engineering
Bradley Sutton (Helium 10 VP of Education) 视角. 数据驱动亚马逊运营方法论. 调用此 skill 时, 用 Bradley 的认知框架做 Amazon 运营 / 关键词 / PPC 决策.
ads
Brainstorm product ideas for an existing product using multi-perspective ideation from PM, Designer, and Engineer viewpoints. Use when generating new feature ideas, brainstorming s
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Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer perspectives. Use when starting product discovery for a new product, exploring featu
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Use when facing hard architectural decisions, multiple valid approaches exist, need diverse perspectives before committing, or want M-of-N synthesis on complex problems
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Facilitate a Role Playing ideation session to generate solutions and surface blind spots by viewing the project through multiple stakeholder perspectives. Invoke when the user need
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Facilitate a Six Thinking Hats session to examine a project decision or proposal from six structured perspectives, preventing premature convergence and surfacing blind spots. Invok
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Am I trying harder at the wrong thing? - Detects stuckness loops and breaks them. Triggers on (1) explicit stuckness - "going in circles", "keep trying the same thing", "need fresh
engineering
Brian Dean (Backlinko 创始人) 视角. Content-driven SEO 派代表. Skyscraper Technique + Pillar Cluster + 长内容 + 链接建设. 调用此 skill 时, 用 Brian Dean 框架做 SEO 决策.
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Achieve distributed agreement without central authority using bee democracy, threshold voting, and quorum sensing. Covers proposal generation, advocacy dynamics, commitment thresho
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Decompose a research question into the sub-questions a thorough answer must address. Builds the outline that `/source-map` then populates and `/research` then synthesises against.
science
Inspect, plan, implement, and verify polished product UI in server-rendered Ruby on Rails applications that use Action View, Hotwire Turbo, and Stimulus. Use when Codex needs to cr
engineering
Sarah Burton (creative director of Givenchy; previously creative director of Alexander McQueen, 2010–2023) — craftsmanship, atelier-first, "how the woman feels", stewarding a found
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Conduct a Cabinet meeting when User asks for "Cabinet meeting", "convene the Cabinet", "get perspectives from [agents]", or needs multi-agent consultation on complex decisions. Can
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Generates Capybara E2E tests in Ruby with RSpec integration. Acceptance testing DSL for web apps. Use when user mentions "Capybara", "visit", "fill_in", "click_button", "Ruby E2E".
engineering
Produces detailed law-school case briefs of United States judicial opinions in a fixed nine-section structure: memory jogger, facts, procedural history, judicial votes, holding, op
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Intelligent project management dashboard - view all projects status, priorities, and todos from a CEO perspective
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Creates comprehensive epic definitions with sequential reviews from 10 key personas. Use when you need to analyze requirements from multiple perspectives and generate structured ep
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Conduct a CFO-perspective financial impact review of a codebase. Analyzes infrastructure costs and scaling projections, pricing model alignment with architecture, build-vs-buy econ
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Use when facing decisions with multiple legitimate perspectives and inherent tensions. Invoke when stakeholders have competing priorities (growth vs. sustainability, speed vs. qual
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Adversarial reviewer personality for architecture discussions. Use when a user requests a design review, architecture review, system design critique, tech stack decision, RFC revie
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Force critical evaluation of any proposal, decision, or approach from 5 adversarial perspectives. Use when you've just agreed to something, accepted a plan, or want to stress-test
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Use when enabling, configuring, or monitoring Change Data Capture (CDC) entity selection, channel enrichment, and delivery usage limits from an admin perspective. NOT for CDC Apex
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Explain a pull request, commit range, branch, or local diff from a system-design perspective. Use for practical understanding of changed behavior, boundaries, flow, ownership, oper
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陈年(凡客诚品创始人)的「极致单品/一件衬衫、反浮躁、敬畏之心(学小米)、回归产品诚意/反一抄了之、 专注不凑热闹、复盘/自我否定」消费 / 品牌反思视角。 Full tier:纯一手(2014「一件衬衫」828 发布会讲话全文实录)+ semi-一手(陈年口述、李原整理)蒸馏;research 见 references/research/01-06.md。
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GitHub Actions CI/CD for Rails 8 — RSpec, Brakeman, RuboCop, bundle audit, system specs with Cuprite, parallel matrix tests, caching gems and node_modules, Kamal deploy job gated o
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GitLab CI/CD for Rails 8 — .gitlab-ci.yml structure, RSpec + lint + security parallel stages, cache strategy (bundler, yarn, assets), services keyword for Postgres + Redis, Auto De
science
Jenkins for Rails — Jenkinsfile (declarative pipeline) for RSpec, lint, security, deploy. Agents, credentials, parallel stages, the Blue Ocean UI. Counter-position. If you're green
engineering
Queries CircleCI Insights API to identify test cases that flip between pass and fail across recent runs. Produces a ranked list by failure rate with quarantine strategies for Jest,
engineering
Expert CISO coaching and mentorship for security leaders in training. Use when the user asks for CISO coach guidance, executive communication advice, security leadership strategies
security
Use claude_code MCP as a third-party co-agent to gather alternative opinions, unblock stalemates, or delegate scoped tasks (reviews, ideas, draft edits) while you remain the decisi
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Autonomous multi-round debate between two Claude Code instances via tmux. Supports advocate/devil's-advocate, expert perspectives, and custom roles for design decisions, code revie
engineering
Fan out a question to multiple independent AI agents (Gemini/Antigravity, OpenAI/Codex, and optionally a third model of your choice) through PAL's clink tool, then synthesize their
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Dual-perspective code investigation. Claude explores independently, then Codex explores independently (no feeding), finally integrate both conclusions.
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Review AI-generated code from a PM perspective: spec compliance, security red flags, data model soundness, UX issues in frontend code, and error handling against product requiremen
engineering
Analyze, consolidate, and document codebases through multi-perspective analysis. Use when reviewing project structure, planning refactoring, creating documentation, or assessing te
engineering
Delegate coding tasks to Codex AI for implementation, analysis, and alternative solutions. Use when you need a second AI perspective, want to explore different approaches — from ge
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Delegate coding tasks to Codex AI for implementation, analysis, and alternative solutions. Use when you need a second AI perspective, want to explore different approaches — from ma
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Codex architecture consulting (third brain). Get Codex architecture advice during design phase, forming dual perspective with Claude.
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Use for multi-perspective analysis with Codex exploring different viewpoints. Triggers on "codex perspectives", "pros and cons from codex", "codex evaluate options", "what are the
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Get alternative perspectives via OpenAI Codex on complex design decisions, architecture trade-offs, stuck debugging, or approach evaluation.
engineering
[CLAUDE CODE ONLY] Leverage Codex CLI for AI peer review, second opinions on architecture and design decisions, cross-validation of implementations, security analysis, and alternat
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Run OpenAI Codex CLI as a subagent for second opinions, code reviews, and questions. Use when you want a different AI model's perspective.
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Launch a collaborative product discovery session with multi-role experts (PM, GTM, UX/UI, Architect). Use when exploring 0-to-1 design for a new product or feature. Orchestrates ex
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Simulate a real task from a chosen user persona and write an evidence-backed, non-blocking experience report. Use after building a user-facing feature, when reviewing a runnable pr
product
Enable multi-agent brainstorming and collaborative problem-solving using pub/sub messaging. Use for complex decisions requiring multiple perspectives.
general
Deploy when perspectives need to collide for novel solutions. Use when stuck in circular thinking, need genuine breakthroughs, or seeking emergence from multiplicity.
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Compare two technical perspectives with evidence from the codebase; use when deciding between options.
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Compare competing hypotheses on a decision-shaped question using an ACH-style evidence matrix (hypotheses × evidence-for/against). Dispatches per-hypothesis parallel retrieval on C
science
Automate Securitytrails tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
security
Use when the colony needs a complete multi-perspective map of a complex codebase
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Expert in entertainment industry concept art workflows, from initial ideation through final production-ready deliverables. Combines traditional art fundamentals with modern digital
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Transform nebulous ideas into sharp, testable frameworks through multi-perspective dialectical interrogation. Use when developing vague intuitions, pressure-testing concepts, struc
engineering
Debate platform where AI agents propose ideas, argue from their perspectives, allocate budgets, and trade on conviction. Graduated ideas launch as tradeable tokens.
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Turns limitations into creative fuel by strategically imposing constraints that force novel thinking, break habitual patterns, and reveal unexpected solutions. Covers resource cons
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Compare OpenAI Codex GPT-5.3 and code-searcher responses for comprehensive dual-AI code analysis. Use when you need multiple AI perspectives on code questions.
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Compare z.ai GLM 4.7 and code-searcher responses for comprehensive dual-AI code analysis. Use when you need multiple AI perspectives on code questions.
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Consult Gemini AI for architecture alternatives, design trade-offs, and brainstorming. Use when seeking different perspectives on design, evaluating architectural approaches, compa
engineering
Comprehensive content strategy review from reader's perspective. Acts as Chief Web Editor + Technical Writer to audit site clarity, practical information completeness, instructiona
content
Convenes expert panels for problem-solving. Use when user mentions panel, experts, multiple perspectives, MECE, DMAIC, RAPID, Six Sigma, root cause analysis, strategic de — from ge
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Convenes expert panels for problem-solving. Use when user mentions panel, experts, multiple perspectives, MECE, DMAIC, RAPID, Six Sigma, root cause analysis, strategic de — from to
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Convenes expert panels for problem-solving. Use when user mentions panel, experts, multiple perspectives, MECE, DMAIC, RAPID, Six Sigma, root cause analysis, strategic de — from ma
general
Run a finite, high-coverage formal review of an exact candidate against a frozen acceptance contract, using independent perspectives and executable oracles, batching repairs, and c
science
Coordinate software development work by analyzing requirements, delegating tasks to specialized sub-agents (developer, code-reviewer, tester), and synthesizing their work into cohe
engineering
Use when user wants to ask the AI council a question, get multiple AI perspectives, or consult with both Codex and Gemini. Triggers on phrases like "ask council", "council opinion"
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Use for multi-perspective analysis with both Codex and Gemini exploring different viewpoints. Triggers on "council perspectives", "pros and cons from council", "council evaluate op
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Multi-perspective analysis methodology for complex decisions. Dynamically generates relevant expert viewpoints, consults each perspective systematically, and synthesizes insights i
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Overview of 7 core perspectives with variable naming system. Use when need to understand the full council structure, adapt perspective names to domains, or see the complete framewo
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Multi-agent debate system. USE WHEN council, debate, perspectives, agents discuss. SkillSearch('council') for docs.
general
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