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Evaluate architecture and module boundaries for volatility-based decomposition using Juval Lowy's framework (from "Righting Software", building on Parnas 1972). Use when reviewing module splits, service boundaries, new abstractions, or any decomposition decision. Trigger on phrases like "where should this boundary be", "how to split this", "module boundaries", "encapsulate change", "volatility", or references to Lowy, Parnas, or "Righting Software". Complements /hickey (interleaved concerns) with a different lens (change encapsulation).

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Automate Capsule CRM tasks via Rube MCP (Composio): contacts, opportunities, cases, tasks, and pipeline management. Always search tools first for current schemas.

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Automate Capsule CRM operations -- manage contacts (parties), run structured filter queries, track tasks and projects, log entries, and handle organizations -- using natural language through the Composio MCP integration.

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Designs and verifies fail-closed continuation of a living durable agent after its VM, process, provider session, backend, or context window disappears. Use for body leases, generation fencing, cold-birth failure, process GC, native resume, cross-harness rebodiment, resurrection capsules, capability translation, ambiguous-effect reconciliation, and capacity-aware handoff. NOT for reviving an intentionally retired identity, generic disaster recovery, copying credentials or raw transcripts, ordinary process restart, or claiming metaphysical continuity.

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リリース単位（単一パッケージか monorepo か）を判定し，SemVer でバージョンを上げ（マニフェストと全参照箇所を整合），bump コミット・タグ・push・About 欄・GitHub Release までの文面を提案．承認後に一気に実行する．「リリースして」「公開して」「バージョンを上げて」など版を公にすることを求められたときに使う．記録するだけなら /capstone:commit を使う．

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変更を意味単位のコミットに分割し，各メッセージを全文で提案．承認後にステージ〜コミットのみ実行する（push しない）．「コミットして」「変更を記録して」など，記録を求められたときに使う（スキル名の指定は要らない）——素の git commit で済ませない．版を公にするなら /capstone:release を使う．

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Analyzes PHP code for encapsulation violations. Detects public mutable state, exposed internals, Tell Don't Ask violations, getter/setter abuse, and information hiding breaches.

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调查OpenClaw CI的排队和运行环境不足问题，根据测量结果调整运行器注册预算、并行数量、测试分组、运行器规格及任务分配位置。

• 调查OpenClaw CI排队原因
• 估算高峰期运行器注册数量
• 调整并行数量和测试拆分

为拥有钱包或交易执行权限的AI智能体设计并检查安全措施，涵盖外部输入防护、支出限额、发送前验证、停止条件、钱包隔离和私钥管理。

• 审计拥有交易权限的机器人
• 设计单笔及每日支出限额
• 设计发送前验证和自动停止条件

Create an HTML presentation for a graduation design project about transit hub wayfinding. Organize the brief, process, evidence, and outcome into a pastel sticky-note design that helps faculty and reviewers assess the contribution and limitations.

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• Preparing a graduation project defense
• Explaining the process behind a wayfinding design
• Organizing project evidence and limitations

Create an HTML thesis defense deck that makes the research contribution, evidence, and limitations easy to find. The template uses warm neutral colors and classical typography, with an economics thesis on minimum wages as its example subject.

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• Prepare an economics thesis defense
• Organize research evidence and limitations
• Turn research materials into restrained HTML slides

Create a vertical reading recap using annual reading statistics, book notes, interests, and a reader profile. This HyperFrames template combines warm paper textures and page-turning motion in an HTML composition intended for MP4 video.

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• Turning annual reading statistics into a vertical video
• Recapping book notes and recurring interests
• Sharing a book club's year in reading

Dry-run one cycle of a sales agent workflow without calling language models. Validate the template and agent types, check budget reservations, generate agent prompts, and record a structured status summary for downstream automation.

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• Demonstrating one cycle of a sales agent workflow
• Checking template validity and agent types
• Verifying budget caps and reservations

Build and revise a design system from brand materials or code. Organize colors, typography, spacing, components, and assets into structured files, with usage guidelines and previews, using the supported Design System artifact format.

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• Organizing design rules from existing code and brand materials
• Documenting colors, typography, and spacing
• Collecting logos, icons, and component previews

Design AI agents that use tools, plan tasks, retain relevant context, and recover from failures. Choose execution patterns, permission boundaries, memory handling, and runtime limits, and assess whether coordinating multiple agents is justified for the task.

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• Choosing an execution loop for a tool-using agent
• Designing memory and recovery for long-running tasks
• Setting tool permissions, runtime limits, and cost caps

Create a single PowerPoint slide summarizing recent funding activity in selected sectors or companies. Using S&P Global Capital IQ data, it highlights funding totals, company valuations, major investors, key trends, and links to individual deals.

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• Weekly funding recaps for selected sectors
• Tracking funding rounds at watched companies
• Briefing colleagues on major deals and valuation changes

Check investment research for bias before searching and before writing conclusions. A short checklist broadens coverage beyond large companies and English sources, challenges bullish assumptions, and checks whether important figures are current.

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• Include smaller companies and suppliers in stock screens
• Expand supply chain research to local language sources
• Test investment theses against opposing evidence

Turn systems, code changes, plans, and data into HTML explanations built around diagrams and visual comparisons. Add interactive or animated steps where useful, with slides, PPTX exports, and MP4 videos available on request.

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• Explain system architecture and data flows visually
• Review code changes or implementation plans with diagrams
• Compare options and present data visually

Review domain code for classes that hold data while business logic lives elsewhere. Using domain-driven design patterns, diagnose problems and refactor objects to keep business rules, state changes, and validation together, with before-and-after diffs.

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• Reviewing domain models against DDD patterns
• Finding classes that only hold data
• Moving business rules into domain objects

Removes Open Harness hosted demo restrictions from a fork. Use when a maintainer wants to remove managed-template trial caps, hosted deployment gating, or "deploy your own" limits. Triggers on "remove demo limits", "remove trial limits", "remove hosted restrictions", "open this up for my fork", "remove managed template restrictions".

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Analyzes frequency data across your Meta campaigns, identifies where you're overserving ads to the same people, and recommends frequency caps by campaign objective. Tells you the point where additional impressions stop driving conversions and start burning money. Platform: Meta.

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Run a configurable multi-LLM council with personas, budget caps, synthesis, veto gates, and optional implementation handoff.

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Drive ONE already selected open pull request in microsoft/apm to mergeable. Classifies copilot-pull-request-reviewer[bot] inline review, runs autopilot-pr-review-worker, folds (by default) every recommendation inside the PR's stated scope, pushes to the head branch or a superseding PR that preserves authorship via commit trailers, watches CI to green (`agent-merge` when that skill or `<agent_merge_state>` is present; otherwise `gh pr checks --watch`), and iterates under fixed caps until ready-to-merge, advisory-with-deferred, superseded, or blocked. Plan before any fold, push, or reviewer request. Never spawned by autopilot-pr-review-scheduler. That scheduler is advisory only. Invoke this skill by name when the caller asked to drive a PR to merge.

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Use when a user asks to build, optimize, backtest, rebalance, or analyze a stock portfolio with Mean-CVaR, Mean-Variance/SOCP variance caps, efficient frontiers, scenario generation, or NVIDIA cuOpt.

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