Agent Persona Exploration - 2026-10-15 #69064

Persona Overview

• Agent: agentic-workflows
• Personas This Run: Product Manager, Program Manager, Backend Engineer
• Scenarios Tested: 4 of 6 generated (PM2-1, PRG-2, BE-1, BE-2)
• Average Quality Score: 4.95/5.0

Key Findings

• All 4 invocations succeeded via the inline persona-evaluator sub-agent; no failures this run.
• The agent consistently matched trigger type to workflow intent: schedule+workflow_dispatch for recurring digests, workflow_dispatch with required inputs for on-demand audits, pull_request with paths: scoping for code review, and workflow_run (filtered by conclusion) for CI/deploy monitoring — correctly reasoning through the workflow_run vs deployment_status choice for BE-2.
• Tool selection stayed minimal across all scenarios: github (gh-proxy, default toolset) only, with no superfluous playwright/web-fetch recommended.
• Security hygiene was strong and uniform: read-only permissions scoped to only what each task needs (e.g. actions: read added only for log-reading BE-2), network.allowed: [] in every case, and all writes routed through safe-outputs.
• The agent proactively designed dedup keys and close-older-issues/hide-older-comments strategies for every recurring/escalation scenario without being prompted to do so.

Top Patterns

1. Triggers: schedule+workflow_dispatch (digests), workflow_dispatch+inputs (on-demand audits), pull_request+paths (code review), workflow_run+conclusion filter (CI monitoring).
2. Tools: github (gh-proxy, toolsets: default) was the sole tool recommended in all 4 scenarios — no overreach.
3. Security practices: read-only permissions matched precisely to task needs, network.allowed: [] universally, safe-outputs as the only write path, explicit noop conditions to avoid silent or placeholder runs.
4. Dedup discipline: every recurring/escalation scenario got a concrete dedup key (e.g. pm-feature-digest:<repo>:<iso_week>, incident:workflow_run:<workflow>:<job>:<error-sig>:<date>) plus close-older-issues/hide-older-comments to prevent issue pile-up.

Recommendations

1. Add a canonical "dedup key + noop condition" snippet to .github/aw/workflow-patterns.md that recurring-digest and escalation workflows can reference directly, instead of having each design re-derive the same key format and noop criteria.
2. Extend .github/aw/create-agentic-workflow-trigger-details.md with an explicit decision-table row mapping "failure signals from an in-repo GitHub Actions deployment workflow" to workflow_run (vs deployment_status for external platforms), since the agent had to reason this through each time rather than citing a direct rule.
3. Clarify in .github/aw/github-agentic-workflows.md whether the github tool's gh-proxy mode exposes full file/diff content for PR-review workflows (as used in BE-1), so migration-safety-style reviews don't need to guess whether an additional read tool is required.

References: §38761568645

Generated by 🎭 Agent Persona Explorer · claude · agent · 215.3 AIC · ⌖ 0.732 AIC · ⊞ 6.7K · ◷