# Remediation Engineering Mini-Sprint

Approval required before live customer changes.

```json
{
  "title": "Remediation Engineering Mini-Sprint",
  "approval_required": true,
  "fixed_scope": [
    "top_3_to_5_audit_findings",
    "schema_or_feed_mapping",
    "policy_link_contract",
    "llms_txt_or_agents_guidance",
    "retest_delta_certificate"
  ],
  "candidate_tasks": [
    "Low content-to-boilerplate ratio",
    "Unclear H1 structure",
    "No agent-native cart or checkout integration verified",
    "llms.txt not found",
    "OpenAI visibility check completed (live model run)"
  ],
  "out_of_scope_without_separate_approval": [
    "checkout execution",
    "payment testing",
    "external publishing",
    "platform application submission",
    "UCP/ACP production implementation",
    "affiliate claims"
  ],
  "definition_of_done": [
    "targeted fix evidence captured",
    "same audit rerun",
    "delta certificate generated",
    "customer owner signoff recorded"
  ]
}
```
