Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
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Review a pull request or contribution deeply, explain it tutorial-style for a maintainer, and produce a polished report artifact such as HTML or Markdown. Use when asked to analyze a PR, explain a contributor's design decisions, compare it with similar systems, or prepare a merge recommendation.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
No cognitive labor occurs outside of a defined mode. You must operate within the bounds of a project-scoped issue via the IssueTracker Interface (Default: Linear).
Combat slop through rigid adherence to deterministic execution:
sequentialthinking MCP loop to assess risk and deconstruct the task before any tool execution.docs/graph.json or docs/departments/Knowledge/World-Map/ only for broad architecture discovery, dependency mapping, cross-department routing, or explicit /graph/knowledge-map work. Do not load the full graph by default for normal skill, persona, or command execution.context7 MCP loop before writing code.
You must verify the framework/library version metadata (e.g., via package.json) before trusting documentation. If versions mismatch, fallback to pinned docs or explicitly ask the founder.You do not trust LLM probability; you trust mathematical determinism.
rtk prefix, e.g., rtk npm test) to minimize computational overhead.docs/departments/).Produce a maintainer-grade review of a PR, branch, or large contribution.
Default posture:
Use this skill when the user asks for things like:
Common outputs:
tmp/reports/...report/ or another requested folderIf the user asks for a webpage, build a polished standalone HTML artifact with clear sections and readable visual hierarchy.
Resources bundled with this skill:
references/style-guide.md for visual direction and report presentation rulesassets/html-report-starter.html for a reusable standalone HTML/CSS starterWork from local code when possible, not just the GitHub PR page.
Gather:
Start by answering: what is this change trying to become?
Do not stop at file-by-file notes. Reconstruct the design:
For large contributions, include a tutorial-style section that teaches the system from first principles.
Findings come first. Order by severity.
Prioritize:
Always cite concrete file references when possible.
Be explicit about whether a concern is:
Do not hide an architectural objection inside a scope objection.
If the contribution introduces a framework or platform concept, compare it to similar open-source systems.
When comparing:
Good comparison questions:
Do not stop at "merge" or "do not merge."
Choose one:
If rejecting or narrowing, say what should be kept.
Useful recommendation buckets:
Suggested report structure:
For HTML reports:
Before building from scratch, read references/style-guide.md.
If a fast polished starter is helpful, begin from assets/html-report-starter.html
and replace the placeholder content with the actual report.
Check:
Watch closely for:
In chat, summarize:
Keep the chat summary shorter than the report itself.
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Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
中文简介正在准备中。当前显示原文说明。
Accelerator Application Specialist. Use to shortlist startup programs, draft applications, prepare founder videos, and rehearse accelerator interviews with a disciplined founder narrative.
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Use this skill when the user needs to set up bookkeeping, track revenue and expenses, prepare for taxes, choose accounting software, understand SaaS revenue recognition, or manage the financial operations of their bootstrapped business. Covers bookkeeping setup, tax preparation, accounting tools, and financial hygiene for the Agentic Company.
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Use when a plan, feature, or launch needs an explicit adversarial pass to find weak assumptions, abuse cases, or strategic blind spots before execution.
中文简介正在准备中。当前显示原文说明。
Use when the work needs analytics architecture, event planning, KPI design, attribution boundaries, or instrumentation review across product and growth.
中文简介正在准备中。当前显示原文说明。
Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
中文简介正在准备中。当前显示原文说明。