Agent Persona Exploration - 2026-07-03

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Persona Overview

• Agent: agentic-workflows
• Personas This Run: Information Worker, QA Tester, Product Manager
• Scenarios Tested: 4
• Average Quality Score: 1.0/5.0

Key Findings

• Direct persona-style execution path for the custom agent was not discoverable from the available agenticworkflows CLI.
• The batch test attempt failed schema validation before any scenario-specific response was produced.
• This run therefore captured tooling limitations more than workflow-quality behavior.
• Existing workflow docs imply least-privilege and safe-output defaults, but live validation was not possible.

Top Patterns

1. Trigger types: No reliable pattern observed because no scenario responses were returned.
2. Recommended tools: No reliable pattern observed because no scenario responses were returned.
3. Security practices: Repository examples emphasize minimal permissions and safe outputs, but this run could not confirm agent behavior directly.

View High Quality Responses

• None in this run; all tested scenarios failed before a substantive response was generated.

View Areas for Improvement

• The accessible CLI surface appears oriented toward workflow repository operations, not direct prompt/evaluation of the agentic-workflows custom agent.
• The attempted batch invocation returned a schema error: workflows expected an array, so no recommendations were produced.
• Research workflows would benefit from a documented, low-friction harness for prompt-only evaluation.

Recommendations

1. Document a supported direct-evaluation path in .github/aw/github-agentic-workflows.md, including a minimal prompt-only example.
2. Add a batch evaluation example with exact input schema to .github/aw/create-agentic-workflow.md.
3. Clarify when agenticworkflows is for repository workflow management versus custom-agent behavior testing.

View Scenario Detail

• Information Worker / stale docs: tool error before response; could not assess triggers, tools, or prompt quality.
• QA Tester / coverage deltas: tool error before response; could not assess safe outputs or security choices.
• Product Manager / feature digest: tool error before response; no summarization design produced.
• Product Manager / roadmap inactivity: tool error before response; no issue-automation guidance produced.

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