creator-performance-audit（创作者绩效审计）

Creator Performance Audit

Problem it solves

Teams need a reliable way to handle this workflow without reinventing structure every time. This skill focuses on a practical operator outcome: creator performance analysis for commerce teams.

Use when

• The team needs a repeatable workflow for creator performance audit
• The request is operational, decision-oriented, and ecommerce-relevant
• A creator, operator, analyst, or growth team needs a structured answer fast

Do not use when

• The task is unrelated to ecommerce or creator workflows
• The user needs raw data extraction without synthesis
• The request is purely generic brainstorming with no operating context

Inputs

• Business context and objective
• Relevant constraints or requirements
• Existing evidence, notes, data, or content
• Optional examples of what good output looks like

Workflow

1. Clarify the operating question and success condition.
2. Review the available context, evidence, and constraints.
3. Structure the problem into the most useful decision frame.
4. Produce practical output that can be acted on immediately.
5. Flag gaps, risks, and next steps when confidence is limited.

Output

Return:

1. Short diagnosis or framing
2. Recommended action path
3. Supporting rationale
4. Risks, caveats, or watchouts
5. Next-step checklist or handoff

Quality bar

• Be specific, reusable, and ecommerce-relevant
• Avoid generic filler and vague advice
• Prefer practical decision support over theory
• Make the output easy to hand off into operations

Resource

See references/output-template.md.