Agent Persona Exploration - 2026-08-14

[github-actions]

Persona Overview

• Agent: agentic-workflows
• Personas This Run: Product Manager, QA Tester, DevOps Engineer
• Scenarios Tested: 4
• Average Quality Score: 4.7/5.0

Key Findings

• The guidance consistently maps PR-local analysis to pull_request plus PR comments, and recurring stakeholder or triage outputs to schedule + workflow_dispatch.
• Coverage and reporting scenarios are especially strong because the docs already prescribe artifact-first reads, explicit windows, grouping, dedup keys, and noop fallbacks.
• Security posture was consistently good: read-only permissions, gh-proxy reads, safe-output-only writes, and explicit no-op behavior when nothing is actionable.
• Incident-style DevOps scenarios are well supported on deduplication, but root-cause hinting remains less prescriptive than trigger/output selection.
• Direct custom-agent conversation invocation was unavailable in this harness, so results are based on the published agent spec and linked .github/aw/*.md guidance.

Top Patterns

1. Most common trigger types: pull_request for scoped PR analysis; schedule + workflow_dispatch for digests and nightly triage; deployment_status for incident-style deployment alerts.
2. Most recommended tools: github in gh-proxy mode, with safe outputs split between PR comments for local findings and issues for recurring or escalated reports.
3. Security practices observed: minimal read permissions, scoped paths: filters, stable dedup-key checks before escalation, and explicit noop handling.

View High Quality Responses (Top 2-3)

• QA-1 — Best overall match: it aligns tightly with .github/aw/test-coverage.md by preferring existing artifacts/check annotations before recomputation and keeping output PR-local.
• PMD-1 — Strong recurring-digest behavior with explicit weekly windows, grouping by customer impact, and an Unclassified fallback instead of inventing metadata.
• DO-1 — Clear incident pattern with deployment_status, stable incident keys, dedup-before-create, and noop for recovered or non-terminal states.

View Areas for Improvement (Top 2-3)

• DevOps incident guidance could be more explicit about lightweight root-cause hint heuristics after a deployment failure is detected.
• Recurring report examples would benefit from more concrete stable title-prefix / dedup-key examples for PM-style weekly digests.
• Nightly QA triage patterns could better distinguish “new failures” from long-running flakes in the concise creation guidance.

Recommendations

1. Add a concise deployment-failure example to .github/aw/create-agentic-workflow.md that pairs deployment_status with root-cause hint sourcing and incident dedup behavior.
2. Expand .github/aw/report.md with one PM-focused weekly digest example showing a stable title-prefix/dedup key alongside impact-grouping and Unclassified fallback.
3. Strengthen .github/aw/test-coverage.md or .github/aw/create-agentic-workflow-trigger-details.md with a short nightly-QA example that separates new failures from persistent flakes before opening a triage issue.

View Scenario Assessment Data

Scenario	Status	Avg	Notes
QA-1	response_unavailable_fallback	5.0	Excellent coverage-analysis pattern with artifact-first guidance
QA-2	response_unavailable_fallback	4.4	Good nightly triage report; flake/new-failure distinction could be stronger
PMD-1	response_unavailable_fallback	4.6	Strong weekly digest/report pattern with metadata fallback
DO-1	response_unavailable_fallback	4.6	Strong deployment incident trigger and dedup guidance

[!NOTE]
Live custom-agent invocation was unavailable in this environment. The evaluation used the installed agent specification and linked .github/aw/*.md guidance as the documented fallback path.

Generated by 🎭 Agent Persona Explorer · gpt54 · 12.2 AIC · ⌖ 6.93 AIC · ⊞ 7.5K · ◷

[github-actions]

This issue is being closed as outdated. A newer issue has been created: #52916

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