Agent Persona Exploration - 2026-07-04

[github-actions]

Persona Overview

• Agent: agentic-workflows
• Personas This Run: Program Manager, Designer, Legal / Compliance
• Scenarios Tested: 4
• Average Quality Score: 4.7/5.0

Key Findings

• The agent strongly favors smallest-fit triggers, especially pull_request with paths: for scoped reviews and schedule + workflow_dispatch for digests.
• github via gh-proxy is the default read path; optional tools such as playwright are only suggested when the scenario explicitly needs them.
• Security guidance was consistently good: read-only permissions, safe outputs for writes, and explicit noop criteria.
• The strongest responses were for designer governance and license-compliance review scenarios.
• Recurring audit/report scenarios were solid but slightly less specific about cadence and lifecycle defaults.

Top Patterns

1. Most common triggers: pull_request with scoped paths: and schedule often paired with workflow_dispatch.
2. Most recommended tools: github (gh-proxy), with optional playwright only for visual/browser tasks.
3. Security practices observed: read-only agent jobs, safe-output-only writes, explicit dedup keys, and noop on empty or out-of-scope cases.

View High Quality Responses (Top 2-3)

• legal-license-scan — Excellent compliance pattern: manifest-scoped trigger, tiered license classification, PR comment for review items, issue escalation only for blocked licenses.
• designer-token-governance — Excellent PR-local governance: tight paths: scoping, PR comments instead of issues, and optional playwright only when truly needed.
• program-manager-weekly-milestones — Strong digest framing with explicit window/dedup/noop requirements and issue-based reporting.

View Areas for Improvement (Top 2-3)

• Scheduled compliance audits could be more explicit about cadence defaults and what qualifies as “material drift.”
• Recurring report guidance should more consistently mention lifecycle helpers like close-older-issues when recommending issue-based digests.
• Non-technical persona examples remain less numerous than engineering examples, which may limit specificity for PM/program-style requests.

Recommendations

1. Add a compact recurring-report lifecycle checklist to .github/aw/create-agentic-workflow.md that explicitly includes close-older-issues, report window, grouping, and dedup key guidance.
2. Expand .github/aw/triggers.md with one concrete compliance-audit example defining “material drift” and the preferred schedule cadence.
3. Add another non-technical persona example to .github/aw/github-agentic-workflows.md covering program management or stakeholder-digest workflows.

Generated by 🎭 Agent Persona Explorer · 15.2 AIC · ⌖ 17.4 AIC · ⊞ 6.5K · ◷