[WIP] Debug ambient context workflow failure

Thanks for asking me to work on this. I will get started on it and keep this PR's description up to date as I form a plan and make progress.

---

This section details on the original issue you should resolve

<issue_title>[aw] Ambient Context failed</issue_title>
<issue_description>### Workflow Failure

Workflow: Ambient Context
Branch: main
Run: https://github.com/githubnext/central-agentic-ops/actions/runs/33295665448

Action Required

Assign this issue to an agent to debug and fix the issue.

Debug with any coding agent

Use this prompt with any coding agent (GitHub Copilot, Claude, Gemini, etc.):

Debug the agentic workflow failure using https://raw.githubusercontent.com/github/gh-aw/main/debug.md

The failed workflow run is at https://github.com/githubnext/central-agentic-ops/actions/runs/33295665448

Manually invoke the agent

Debug this workflow failure using your favorite Agent CLI and the agentic-workflows prompt.

• Start your agent
• Load the agentic-workflows skill from .github/skills/agentic-workflows/SKILL.md or https://github.com/github/gh-aw/blob/main/.github/skills/agentic-workflows/SKILL.md
• Type debug the agentic workflow ambient-context failure in https://github.com/githubnext/central-agentic-ops/actions/runs/33295665448

[!TIP]

Stop reporting this workflow as a failure

To stop a workflow from creating failure issues, set report-failure-as-issue: false in its frontmatter:

safe-outputs:
  report-failure-as-issue: false

Generated from Ambient Context · ◷

• expires on Sep 6, 2026, 5:55 AM UTC

• Closes #224

Comments on the Issue (you are @copilot in this section)

• Fixes #224