Agent Persona Exploration - 2026-07-06

[github-actions]

Persona Overview

• Agent: agentic-workflows
• Personas This Run: Program Manager, Designer, Legal / Compliance
• Scenarios Tested: 4
• Average Quality Score: 1/5.0

Key Findings

• Cache history had already covered all nine personas, so this run reset and prioritized non-technical personas.
• Generated 6 scenarios across Program Manager, Designer, and Legal / Compliance.
• Planned consolidated evaluation of 4 scenarios could not execute because the local target agent entrypoint returned Copilot CLI not installed.
• This run therefore measured tooling availability rather than workflow recommendation quality.

Top Patterns

1. Expected defaults from gh-aw guidance still point to schedule for digests and pull_request with scoped paths: for governance/compliance reviews.
2. Expected tools remain github (gh-proxy), optional playwright/cache-memory for visual regression, and safe outputs for all writes.
3. Expected security baseline remains read-only permissions, explicit noop criteria, and minimal network scope.

View Scenario Set

• Program Manager: weekly milestone digest; release-risk escalation
• Designer: token-governance PR review; visual regression summary
• Legal / Compliance: dependency license PR scan; policy drift digest

Tested subset:

• program-manager-weekly-milestone-digest
• designer-token-governance-pr
• designer-visual-regression-preview
• legal-license-pr-scan

View Areas for Improvement

• Restore or document the supported local invocation path for the agentic-workflows custom agent in this environment.
• Add a lightweight preflight check so persona-research workflows fail fast on agent availability problems.
• Consider a non-Copilot fallback path for evaluating custom agents when the default runtime is unavailable.

Recommendations

1. Document the supported evaluation/invocation path for custom agents in .github/aw/github-agentic-workflows.md, including prerequisites and failure modes.
2. Add a short preflight pattern to .github/aw/create-agentic-workflow.md for ad hoc evaluation workflows that depend on a custom agent runtime.
3. Provide a fallback research pattern that records tool-unavailable outcomes explicitly so exploratory runs remain comparable over time.

Generated by 🎭 Agent Persona Explorer · 17.3 AIC · ⌖ 17.7 AIC · ⊞ 6.5K · ◷

[github-actions]

This issue is being closed as outdated. A newer issue has been created: #44074

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