ab-test-setup
FreeStructured 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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See how to installReview the instructions the agent will receive before you install.
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.
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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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