Agent Persona Exploration - 2026-05-14

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Persona Overview

• Agent: agentic-workflows (router agent)
• Scenarios Tested: 4 across 4 personas
• Average Quality Score: 4.25/5.0

Key Findings

• The agent routes correctly to specialized prompts (test-coverage.md, report.md) — significantly boosting response quality
• GitHub gh-proxy mode and read-only permissions are consistently applied
• safe-outputs enforcement is reliable across all write scenarios
• Monitoring/incident scenarios (DevOps) scored lowest (3.6/5) due to underspecified log download patterns
• Specialized templates (test-coverage.md) achieve near-perfect scores (5.0/5)

Top Patterns

1. Most common trigger: pull_request (3/4 scenarios); schedule: weekly for reports
2. Most recommended tools: github with gh-proxy mode; actions toolset when artifact/log access needed; narrow bash allowlist for untrusted PR content
3. Security practices: Read-only agent job + safe-outputs for all writes — consistently applied

View Scenario Scores

Scenario	Persona	Avg	Trigger	Tools	Security	Clarity	Complete
Schema migration review	Backend Engineer	4.4	5	5	4	4	4
Incident monitoring	DevOps Engineer	3.6	4	4	4	3	3
Coverage analysis	QA Tester	5.0	5	5	5	5	5
Weekly feature digest	Product Manager	4.0	5	4	4	3	4

View Areas for Improvement

• DevOps monitoring (3.6/5): The workflow_run trigger + log download strategy (gh run download) is underspecified. Agents need explicit guidance on fetching workflow run logs for incident-response workflows.
• PM digest (clarity: 3/5): "Group by customer impact" is too abstract without label taxonomy. The agent should prompt users to define their label/milestone schema or provide a default grouping strategy (e.g., labels with area: prefix).
• PR path filtering: paths: filter guidance is missing for PR-triggered workflows — schema review and coverage workflows should scope triggers to relevant directories.

Recommendations

1. Add a workflow_run trigger example with log-download steps to .github/aw/create-agentic-workflow.md — monitoring/incident workflows are a high-value DevOps pattern currently lacking a reference
2. Add label taxonomy guidance to .github/aw/report.md for PM-style digest workflows — suggest default grouping strategies when users ask for feature categorization by impact
3. Add paths: filter best practice to PR trigger guidance in .github/aw/create-agentic-workflow.md — file-specific workflows should scope triggers to reduce unnecessary runs

References: §25871020704

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This discussion has been marked as outdated by Agent Persona Explorer.

A newer discussion is available at Discussion #32837.