Objective
Address documentation gaps identified in the Agent Persona Explorer analysis (2026-04-09) that caused lower quality scores for DevOps, infrastructure, and visual regression workflow scenarios.
Context
The agent persona analysis (overall score 4.1/5) found three documentation gaps that cause the Copilot coding agent to generate suboptimal or incomplete workflows:
workflow_run trigger (gap): Agent defaults to schedule polling instead of reactive workflow_run: [failed] for incident creation — adding latency and wasting compute.
- External data integration (gap): No documented pattern for fetching from external APIs (AWS Cost Explorer, GCP Billing, monitoring systems) — agent produces incomplete workflows missing the data ingestion step.
- Playwright + network config pairing (gap): The
network: { allowed: [defaults, playwright] } combination is not prominently shown — missing it causes silent failures in visual regression workflows.
Tasks
1. Add workflow_run trigger examples to .github/aw/github-agentic-workflows.md
Add a section or example covering:
on: workflow_run: workflows: [Deploy] types: [completed] pattern
- How to filter for failures using
github.event.workflow_run.conclusion == 'failure'
- A concrete DevOps incident-response example (e.g., create an issue when a deploy workflow fails)
2. Add external data integration guidance to .github/aw/create-agentic-workflow.md
Add a section documenting:
- Using the
web-fetch tool for external HTTP APIs (cost tools, monitoring systems)
- Configuring
network.allowed with placeholder domains (e.g., cost.us-east-1.amazonaws.com)
- A short example snippet showing the frontmatter + prompt pattern for fetching external metrics
3. Expand Playwright network configuration examples in .github/aw/github-agentic-workflows.md
Update the Playwright section to:
- Prominently show
network: { allowed: [defaults, playwright] } as the required pairing
- Explain that omitting
defaults or playwright blocks browser automation network access
- Add a minimal visual regression workflow example that uses this configuration
Files to Modify
.github/aw/github-agentic-workflows.md — workflow_run trigger section + Playwright network pairing
.github/aw/create-agentic-workflow.md — External data integration guidance
Acceptance Criteria
Source
Discussion: #25422
Generated by Plan Command for issue #discussion #25422 · ● 130.2K · ◷
Objective
Address documentation gaps identified in the Agent Persona Explorer analysis (2026-04-09) that caused lower quality scores for DevOps, infrastructure, and visual regression workflow scenarios.
Context
The agent persona analysis (overall score 4.1/5) found three documentation gaps that cause the Copilot coding agent to generate suboptimal or incomplete workflows:
workflow_runtrigger (gap): Agent defaults toschedulepolling instead of reactiveworkflow_run: [failed]for incident creation — adding latency and wasting compute.network: { allowed: [defaults, playwright] }combination is not prominently shown — missing it causes silent failures in visual regression workflows.Tasks
1. Add
workflow_runtrigger examples to.github/aw/github-agentic-workflows.mdAdd a section or example covering:
on: workflow_run: workflows: [Deploy] types: [completed]patterngithub.event.workflow_run.conclusion == 'failure'2. Add external data integration guidance to
.github/aw/create-agentic-workflow.mdAdd a section documenting:
web-fetchtool for external HTTP APIs (cost tools, monitoring systems)network.allowedwith placeholder domains (e.g.,cost.us-east-1.amazonaws.com)3. Expand Playwright network configuration examples in
.github/aw/github-agentic-workflows.mdUpdate the Playwright section to:
network: { allowed: [defaults, playwright] }as the required pairingdefaultsorplaywrightblocks browser automation network accessFiles to Modify
.github/aw/github-agentic-workflows.md—workflow_runtrigger section + Playwright network pairing.github/aw/create-agentic-workflow.md— External data integration guidanceAcceptance Criteria
.github/aw/github-agentic-workflows.mdcontains aworkflow_runtrigger example for failure-reactive workflows.github/aw/create-agentic-workflow.mddocumentsweb-fetch+network.allowedfor external API access.github/aw/github-agentic-workflows.mdPlaywright section showsnetwork: { allowed: [defaults, playwright] }prominentlySource
Discussion: #25422