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Structures biological experiments so inference is valid by construction, covering Fisher's principles (randomization, replication, local control), the experimental-vs-observational unit distinction and pseudoreplication (Hurlbert 1984; Lazic 2018), randomization mechanics (complete, restricted, stratified, rerandomization, run-order), blocking layouts (randomized complete block, Latin square, incomplete block), factorial designs and interactions, and the split-plot/nested error strata hidden inside multi-batch genomics. Use when deciding the experimental unit and what counts as a replicate, planning randomization and run order, choosing a blocked/factorial/split-plot/nested layout, avoiding pseudoreplication in cell-culture or animal studies, or specifying the random-effects structure of the analysis model. For assigning samples to sequencing batches/lanes/plates and batch-effect correction see experimental-design/batch-design; for regulated clinical-trial randomization see clinical-biostatistics.

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Survey available blocks from local AEM Edge Delivery Services project and Block Collection to understand the block palette available for authoring. Returns block inventory with purposes to inform content modeling decisions.

中文简介正在准备中。当前显示原文说明。

Structures biological experiments so inference is valid by construction, covering Fisher's principles (randomization, replication, local control), the experimental-vs-observational unit distinction and pseudoreplication (Hurlbert 1984; Lazic 2018), randomization mechanics (complete, restricted, stratified, rerandomization, run-order), blocking layouts (randomized complete block, Latin square, incomplete block), factorial designs and interactions, and the split-plot/nested error strata hidden inside multi-batch genomics. Use when deciding the experimental unit and what counts as a replicate, planning randomization and run order, choosing a blocked/factorial/split-plot/nested layout, avoiding pseudoreplication in cell-culture or animal studies, or specifying the random-effects structure of the analysis model. For assigning samples to sequencing batches/lanes/plates and batch-effect correction see experimental-design/batch-design; for regulated clinical-trial randomization see clinical-biostatistics.

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Classify every destructive/gated action an agent body can attempt (git, filesystem, network, shell, github) into block/approve/allow tiers, and audit whether the pre-tool and post-tool governance backing that classification is real: blocked actions proven zero-side-effect by a negative fixture, every denial backed by a receipt and a transcript event, every block-tier denial paired with a safe alternative, and no unmanaged or same-UID body ever marked "contained." Use when building or reviewing Agent Harbor's C5 governance gate (destructive git blocker, approval request/result, denial receipts), gating a new tool surface before it can run destructive commands, or auditing whether an existing "destructive-action blocked" claim actually has evidence behind it. NOT for proving an existing sandbox boundary actually contains an adversary once an action is isolated (use sandboxed-adversarial-test-harness), deciding where in a DAG to place a human review node or designing the approval UX itself (use human-gate-designer), or designing the general work-receipt schema across an entire agent task (use agent-work-receipt-designer).

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Printing and PDF export for AI response blocks and messages via @ai-matrx/print. Use when adding a print button or BlockPrinter to a render block, wiring PrintOptionsDialog/usePrintOptions, captureBlockElement, or useDomCapturePrint, or when a print window shows no images or a print fails silently.

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Convert per-page styled HTML prototypes (stardust under stardust/prototypes/**, or claude-design / Mobirise / Relume / Lovable / v0 / Figma-derived pages, or JSX prototypes pre-rendered to HTML, often under samples/) into Edge Delivery Services (EDS / AEM) blocks and content pages, then deploy via DA. Each prototype section becomes one EDS block; the prototype's per-section CSS becomes that block's CSS scoped under the block class. Use when the user wants to lift styled per-page HTML prototypes into a working EDS site under blocks/ and content/.

中文简介正在准备中。当前显示原文说明。

Survey available blocks from local AEM Edge Delivery Services project and Block Collection to understand the block palette available for authoring. Returns block inventory with purposes to inform content modeling decisions.

中文简介正在准备中。当前显示原文说明。

创建 Hookify 规则，按条件检测命令执行、文件编辑、提示词输入和任务结束事件，对危险操作、敏感文件修改及调试代码发出警告或进行拦截。

• 拦截危险命令
• 对敏感文件编辑发出警告
• 检测编辑时新增的调试代码

在Claude Code结束工作时检查学习记录的更新时间、磁盘可用空间和会话末尾的特定表述，按配置发出警告或阻止完成，并提示可能省略步骤的迹象。

• 复杂编辑后检查学习记录
• 空间不足时阻止完成
• 检测暗示省略检查的表述

检查Paperclip中停滞、受阻或等待审核的问题，明确负责人和状态，并为每项确定下一步：恢复工作、更换负责人、解除阻碍、请求决策或结束问题。

• 开始工作时检查分配的问题
• 整理未完成问题的收件箱
• 了解团队工作进度

将零散的初创企业演示资料重组为支持决策的HTML幻灯片，梳理论点与依据，并统一采用柔和色与霓虹色块、粗黑边框的设计。

• 整理董事会演示资料
• 制作创意公司的项目案例介绍
• 评审品牌更新方案

Review an AI team's recorded progress, blockers, task ownership, and budget usage. This read-only skill separates recorded claims from verified evidence and highlights the next decision the user needs to make.

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• Reviewing completed and active work
• Finding blockers that need a decision
• Checking task owners and unassigned work

Audit CSS class names for inconsistency and ambiguity, then organize them using BEM, a convention that names components, their elements, and variations. Check the rendered interface across screen sizes and interaction states when reviewing changes.

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• Auditing inconsistent CSS class names
• Renaming component classes using BEM
• Separating utility classes and JavaScript hooks

Configure a Claude Code hook that checks shell commands before execution and blocks flags that skip Git checks or commit signing. It helps preserve existing commit quality checks while documenting the guard's limits.

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• Blocking flags that skip commit checks
• Preventing commands that disable commit signing
• Sharing Claude Code guard settings across a team

Create and update GitHub issues for bugs, feature requests, and tasks. Organize owners, labels, dates, and priorities, connect related work, and track dependencies and project progress through MCP tools and the GitHub API.

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• File bug reports and feature requests
• Update issue owners, dates, and priorities
• Organize parent tasks, subtasks, and dependencies

Document bug fixes and incident recovery with a structured receipt covering the problem, cause, change, and verification evidence. Distinguishes verified results from partial or blocked work, identifies missing proof, and specifies the next check needed to close the gap.

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• Record the evidence supporting a bug fix
• Report missing checks after a partial repair
• Document an incident blocked by an external condition

Analyze Windows PowerShell event logs to reconstruct scripts split across records and identify encoded commands, suspicious downloads, and security scanning bypass attempts. Produce a report with recovered scripts, risk scores, and mappings to documented attack techniques.

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• Investigating suspicious PowerShell activity
• Reconstructing scripts split across log records
• Finding encoded commands and suspicious downloads

Extract web page content as Markdown from a single URL or a site crawl. When access is blocked, progressively switch from basic fetching to Chrome and Bright Data proxy services, which route requests through other IP addresses.

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• Converting a single web page to Markdown
• Extracting content from JavaScript-rendered pages
• Retrieving pages blocked by bot detection

Integrate Octav API to retrieve crypto balances, transaction history, and portfolio snapshots across multiple blockchains. Track holdings in DeFi, blockchain-based financial services, and filter transactions by network, date, or activity for use in applications.

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• Combining balances from multiple wallets and chains
• Filtering transaction history by date and activity
• Tracking holdings in Aave or Uniswap

Use Chainbase CLI to investigate blockchain records, including token holders, prices, wallet activity, and DeFi positions. Use Tops to discover trending crypto topics, inspect related posts, and track recent Twitter/X mentions of projects or keywords.

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• Check major token holders and transfer history
• Review wallet balances and DeFi positions
• Run custom SQL queries on blockchain records

Build blockchain applications with ChainGPT APIs and SDKs. The skill guides chatbot integration, NFT image creation and minting, smart contract generation and auditing, and crypto news feeds, with starter templates and usage cost estimates.

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• Build a blockchain chatbot
• Create an NFT image generation and minting service
• Add smart contract auditing to CI/CD

Diagnose command failures before attributing them to sandbox restrictions, which limit access to files and networks. Check execution methods, command matching, and network behavior, then prepare an evidence-based report for the person responsible for settings.

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• Investigating permission errors such as EPERM
• Separating network restrictions from hostname failures
• Checking why an excluded command still fails

Audit Claude Code and Codex hooks, actions triggered by agent events. Check commands, trigger conditions, blocking behavior, and timeouts to identify why hooks fail to run, fail to block actions, or delay the agent.

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• Validate hook settings before committing
• Investigate hooks that never run
• Check policy hooks that fail to block actions

Guide agent replies in Matrix chat rooms, including when to mention a coordinator, report completion, raise blockers, or answer questions. The rules limit repetitive acknowledgments and stop exchanges that add no new task, question, or decision.

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• Reporting task completion to a coordinator
• Raising blockers or questions that need action
• Reducing repetitive acknowledgments