Code Review Calibration Rubric Designer
Turn team review principles and sample pull requests into a calibrated rubric for consistent, explainable code-review decisions.
$19.99
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Works with the AI tools you already use
See it in action
You say
Authorized context, decision goal, constraints, and accountable reviewer.
Your agent does
Review-ready decision pack with evidence labels, primary artifacts, open questions, risks, and approval checkpoint.
What you get
About this skill
Turn scattered inputs into a review-ready Code Review Calibration Rubric Designer.
Important work should not start with an ungrounded chat prompt. Code Review Calibration Rubric Designer gives Engineering Enablement Team a repeatable way to turn authorized source material into a structured decision pack: evidence is labeled, open questions remain visible, and every next step has an accountable human owner.
What you can produce
- Review-dimension rubric
- severity and decision anchors
- annotated calibration examples
- reviewer disagreement checklist
- rollout discussion guide
The before-and-after
Before: Important context lives across notes, drafts, spreadsheets, messages, policies, or interviews. Teams debate what is known, what is assumed, and who needs to decide.
After: You have a shared, review-ready artifact centered on Review-dimension rubric, with explicit inputs, trade-offs, missing evidence, and an approval-ready next step.
Why this skill earns a place in your workflow
It converts a team’s own standards and examples into explicit anchors, edge cases, and calibration prompts rather than producing generic review advice.
Use it when
- You need to convert buyer-provided context into a reusable operating artifact.
- You want assumptions, unknowns, and contradictory inputs surfaced before a team acts.
- You need one clear version of the work for cross-functional review and accountable approval.
How it works
- Provide the authorized context, goal, constraints, and decision owner.
- Run the workflow to build an evidence ledger, required deliverables, options, and open questions.
- Review the output with the accountable human, verify claims, and decide whether to implement the next step.
Built for thoughtful teams, not autopilot
This is an instruction-only SKILL.md workflow. It does not log in, browse private systems, edit records, send messages, publish content, run commands, or execute transactions. It is designed to improve the quality and repeatability of team thinking—not to bypass ownership or professional judgment.
Known limitations
Use only buyer-supplied standards and examples; provide informational rubric drafts for human approval, without accessing repositories, making review decisions, or asserting compliance. Buyers must verify facts, follow their own policies, and obtain any specialist review required for their context. This skill does not provide legal, financial, privacy, compliance, security, accessibility, or safety determinations.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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