Harden autopilot-demo portfolio docs

[OgeonX-Ai]

Summary

• harden portfolio positioning in the demo-facing documentation
• improve documentation clarity for reviewers evaluating the demo quickly
• refine messaging and structure without changing demo behavior

[chatgpt-codex-connector]

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Reviewed commit: 6c00515035

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[chatgpt-codex-connector]

Make the runbook produce an actual failure signal

When a reviewer follows this newly added runbook, dispatching demo-ci.yml cannot produce the promised failure signal: .github/workflows/demo-ci.yml:12-14 only echoes a message and exits successfully, while .github/workflows/autopilot-create-issue.yml:16 creates an issue only when the workflow conclusion is failure. As a result, the runbook stops at step 2 and cannot demonstrate the documented end-to-end repair flow; either provide an explicit failure-triggering mechanism or document the prerequisite needed to make the workflow fail.

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