Skill 1
Reviewing Prompt Mismatches
Use when a prompt rewrite or Skill edit is proposed after a bad output, parser error, failed eval, user correction, or unexplained downstream behavior.
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Agent governance workflow library
Prompt Mismatch Log Review
Turn failed AI outputs into mismatch records, failure labels, route decisions, regression cases, and owner-reviewed prompt-change packets before rewriting prompts.
This is a complete workflow library with 1 individual skills. Download the full library or pick the specific skill folder your team needs first.
Individual skills in this library
Use one skill at a time, or keep the full workflow together.
Some AI tools expect one skill folder per upload. Download the full library when you want the whole workflow, or download an individual skill when you only need one job done.
Security fit check
Is the public Prompt Mismatch Log Review library enough, or does this need deeper review?
Use the public library when the workflow is low-risk, the inputs are already sanitized, and a team member can review the output before it reaches a buyer or customer.
Do deeper review when this workflow touches real tools, data sources, role ownership, approval paths, or customer-facing output.
Prompt maintenanceAI OperationsProductEnablementSupportWorkflow OwnerSecurity
Good deeper-review trigger signals
- The workflow touches customer, prospect, CRM, proposal, security, pricing, or campaign data.
- Different teams disagree on the approved source of truth.
- The AI output could become customer-facing, revenue-impacting, or compliance-sensitive.
- You need reusable eval checks before asking more people to use the workflow.