Agent Persona Exploration - 2026-07-27

[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 consistently mapped non-technical personas to the right trigger families: schedule for digests and pull_request with paths: for scoped reviews.
• Safe-output and read-only permission guidance was strong across all tested scenarios.
• Prompt notes were usually the strongest part of the recommendations, especially for explicit windows, grouping, and dedup keys.
• Tool recommendations were conservative and mostly accurate, but sometimes stayed generic rather than naming extra toolsets or concrete path scopes.

Top Patterns

1. Most common triggers: schedule + workflow_dispatch for recurring digests, and pull_request with scoped paths: for review automation.
2. Most recommended tools: GitHub reads through gh-proxy with the default toolset; optional playwright or cache-memory only when scenario-specific.
3. Security practices observed: read-only agent jobs, safe outputs for visible writes, minimal GitHub-only network, and explicit noop criteria.

View High Quality Responses (Top 2-3)

• PM1 — Strong weekly digest recommendation with explicit report window, grouping dimensions, and stable dedup key. Average: 4.8/5.
• LC2 — Strong compliance drift digest framing with a concrete material-drift definition and recurring issue pattern. Average: 4.8/5.
• DS1 — Good PR review structure with scoped paths and clear PR comment behavior. Average: 4.6/5.

View Areas for Improvement (Top 2-3)

• Some responses relied on broad default GitHub tooling without calling out scenario-specific additions or clearer path examples.
• The license-review scenario mentioned escalation dedup only in prompt notes instead of making it a primary decision rule.
• A few recommendations could be more concrete about repository path scopes for policy files, manifests, and design-token sources.

Recommendations

1. Add more explicit persona-specific path-scope examples to .github/aw/create-agentic-workflow.md, especially for compliance policy files and design-token reviews.
2. Strengthen .github/aw/triggers.md so escalation workflows consistently surface dedup/search-before-create rules in the main pattern, not only as a note.
3. Expand .github/aw/github-agentic-workflows.md with a small persona-to-toolset matrix that highlights when default is enough versus when optional tools like playwright or cache-memory should be named.

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