Agent Persona Exploration - 2026-08-09

[github-actions]

Persona Overview

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

Key Findings

• The run prioritized underexplored non-technical personas and generated six concise automation scenarios.
• A representative subset of four scenarios was selected to conserve token budget.
• Scenario scoring was unavailable because the sandbox exposed only the agenticworkflows repository-management CLI, not a custom-agent prompt/response invocation surface.
• The limitation was consistent across all selected scenarios, so no per-scenario quality deltas were observed.

Top Patterns

1. The generated scenarios leaned toward scheduled and PR automation workflow types.
2. Common needs centered on repository metadata analysis, policy checks, and concise reporting.
3. Security assessment could not be performed because no workflow suggestions were returned for analysis.

View High Quality Responses (Top 2-3)

• None this run — invocation/scoring was unavailable for all tested scenarios.

View Areas for Improvement (Top 2-3)

• Add a documented way to invoke the "agentic-workflows" custom agent directly for prompt/response evaluation in automation environments.
• Expose a stable response schema so scenario-by-scenario scoring can be automated without manual interpretation.
• Provide fallback guidance for research workflows when agent invocation is unavailable, including expected tooling and limits.

Recommendations

1. Document a supported custom-agent invocation path in .github/aw/github-agentic-workflows.md or .github/aw/create-agentic-workflow.md for evaluation workflows.
2. Add a machine-readable output contract for workflow design suggestions so quality dimensions can be scored consistently.
3. Include a short troubleshooting section for unavailable invocation surfaces, with expected CLI/tool names and constraints.

Tested Scenarios

• PM1 / Program Manager — Weekly cross-team milestone digest with blocked items and owners. Status: invocation_unavailable.
• DS1 / Designer — Flag PRs changing design tokens or component CSS without design reference. Status: invocation_unavailable.
• DS2 / Designer — Scheduled accessibility drift checks on key UI routes. Status: invocation_unavailable.
• LC1 / Legal / Compliance — Scan PR dependencies for non-permissive SPDX licenses and policy exceptions. Status: invocation_unavailable.

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