Agent Persona Exploration - 2026-06-27

[github-actions]

Persona Overview

• Agent: agentic-workflows custom agent
• Scenarios Tested: 4
• Average Quality Score: 4.5/5.0

Key Findings

• Trigger selection was consistently well-matched to task intent across PR, incident, and scheduled reporting scenarios.
• Tool recommendations were generally precise: github/gh-proxy for reads, playwright for UI work, and cache-memory when state was useful.
• Security guidance was a strong point: read-only permissions, safe-outputs for writes, and explicit noop behavior were consistently reinforced.
• The workflow guidance surface was more complete for engineering/ops scenarios than for product-summary interpretation details.
• A few supporting doc fetches failed because of runtime thread/resource limits, so this run is a partial-but-actionable assessment.

Top Patterns

1. Most common triggers: pull_request, workflow_run, schedule, with clear distinction from deployment_status.
2. Most recommended tools: github in gh-proxy mode, playwright for visual checks, cache-memory for stored baselines/state.
3. Security practices observed: read-only agent jobs, safe-outputs for mutations, scoped triggers/paths, explicit noop on no-op outcomes.

View High Quality Responses

• be-1 / Backend Engineer — Strong PR path scoping for migrations/schema files, good risk-focused comment behavior, and clear no-op guidance.
• fe-1 / Frontend Developer — Strong tool specificity (playwright + cache-memory) and notably good network-minimization guidance.
• do-1 / DevOps Engineer — Excellent workflow_run failure triage pattern, including conclusion gating and duplicate-incident suppression.

View Areas for Improvement

• Visual regression guidance mentions baseline handling, but baseline source selection is not yet standardized enough.
• Reporting/product scenarios would benefit from more explicit guidance on deriving customer impact from labels, milestones, or repo metadata.
• Incident workflows could give a slightly more opinionated pattern for evidence collection and stable failure-key design.

Recommendations

1. Add compact persona-aligned prompt snippets to .github/aw/create-agentic-workflow.md so common requests produce more standardized prompts.
2. Add a small decision aid in .github/aw/*.md for incident/report evidence sourcing and duplicate-key design.
3. Document a more opinionated baseline-selection/report-window pattern in .github/aw/*.md for visual regression and recurring digests.

References:

• §28294041833

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