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daily-ambient-context-optimizer: add gh-aw CLI preflight and noop fallback path #36792

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d8f2deb
Initial plan
Copilot Jun 4, 2026
14d4626
chore: outline plan for ambient context optimizer fix
Copilot Jun 4, 2026
8cb94b2
fix: verify gh-aw CLI readiness in ambient context optimizer
Copilot Jun 4, 2026
a9a1bd8
fix: add noop config details for ambient optimizer preflight failures
Copilot Jun 4, 2026
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1 change: 1 addition & 0 deletions .github/skills/agentic-workflows/SKILL.md
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Expand Up @@ -12,6 +12,7 @@ This skill is a dispatcher: identify the task type, load the matching `.github/a
Read only the files you need:
Load these files from `github/gh-aw` (they are not available locally).
- `.github/aw/agentic-chat.md`
- `.github/aw/agentic-workflows-mcp.md`
- `.github/aw/asciicharts.md`
- `.github/aw/campaign.md`
- `.github/aw/charts-trending.md`
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36 changes: 23 additions & 13 deletions .github/workflows/daily-ambient-context-optimizer.lock.yml
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23 changes: 23 additions & 0 deletions .github/workflows/daily-ambient-context-optimizer.md
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Expand Up @@ -30,12 +30,25 @@ safe-outputs:
close-older-issues: true
expires: 7d
max: 1
noop:
max: 1
report-as-issue: true
timeout-minutes: 45
steps:
- name: Setup Python runtime
uses: actions/setup-python@v6.2.0
with:
python-version: "3.12"
- name: Install gh-aw CLI
env:
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
if gh extension list | grep -q "github/gh-aw"; then
gh extension upgrade gh-aw || true
else
gh extension install github/gh-aw
fi
gh aw --version
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@pelikhan pelikhan Jun 4, 2026

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@copilot it is installed. This is not the problem.

- name: Prepare analysis workspace
run: |
mkdir -p /tmp/gh-aw/ambient-context
Expand All @@ -49,6 +62,16 @@ You are a cost-optimization analyst for `${{ github.repository }}`.

Your job is to inspect the **first request sent to the DLLM** for several recent workflow runs, identify avoidable ambient context, and publish exactly one issue with concrete workflow improvements.

## MCP CLI Preflight

Before downloading any logs, verify MCP CLI readiness:

- run `gh --version`
- run `gh aw --version`
- run `gh aw logs --help`

If any preflight command fails, stop and call `noop` with a short error summary that includes the failed command.

## Goals

1. Sample a small but representative set of agentic workflow runs from the last 24 hours.
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