Agent Persona Exploration - 2026-10-10

All 4 scenarios scored ≥4.6 average — no weak or failed responses this run.
The agent consistently separates concerns correctly: schedule+workflow_dispatch for recurring digests (IW-1, PDM-1) vs. pull_request events for PR-reactive flows (PDM-2, QA-1).
Read-only permissions plus safe-outputs-only writes (create-issue, add-comment) were applied in every scenario — no scenario suggested a write-scoped permission.
"Replace previous result" patterns (close-older-issues for digests, hide-older-comments for PR comments) were suggested proactively in 3 of 4 scenarios, matching repo convention.
The one recurring soft spot: prompt_clarity scored 4/5 (never 5) across all 4 scenarios — the agent's recommendation didn't surface a clarifying question for ambiguous scope terms (e.g. "completed" = closed issues vs. merged PRs, coverage threshold source, closing-keyword detection mechanics).

Triggers: schedule + workflow_dispatch for weekly digests; pull_request (closed+merged, or opened+synchronize) for PR-reactive automation.
Tools: github tool in gh-proxy mode with toolsets: [default], extended with actions toolset only when CI artifact access was needed (QA-1).
Security: read-only permissions (contents: read, issues: read, pull-requests: read, actions: read as needed) in all 4 cases; zero unneeded network access.
Safe outputs: create-issue for digests, add-comment for PR comments, noop fallback specified in every scenario for the no-match case.

View High Quality Responses (Top 3)

IW-1 (Information Worker, stale-docs digest): Offloaded last-modified-date computation to a deterministic git log step rather than having the agent parse raw history — matches the repo's "deterministic preprocessing" guidance. Scored 5 on trigger, tools, security, and completeness.
PDM-2 (Product Manager, roadmap PR comments): Correctly mapped "PRs that close issues" to pull_request: types: [closed] gated on merged == true, and scoped tools/permissions to exactly what's needed for closing-issue/label lookups. Scored 5 on trigger, security, and completeness.
QA-1 (QA Tester, coverage-change comments): Matched the repo's own test-coverage.md template almost verbatim — artifacts-first principle (download existing CI coverage artifact instead of recomputing), actions toolset, and hide-older-comments dedup.

View Areas for Improvement (Top 3)

Ambiguity not surfaced: In 3 of 4 scenarios (PDM-1, PDM-2, QA-1) the agent made a silent assumption on an underspecified term ("completed" scope, closing-keyword detection method, coverage threshold source) instead of flagging it as a clarifying question — consistent with the 4/5 prompt_clarity ceiling.
Fallback network scoping (QA-1): when no CI coverage artifact exists, the suggested fallback ("recompute coverage") needs an inferred package-ecosystem network allowance (node/go/python) rather than defaulting to network: defaults alone — the recommendation got this right, but only because the evaluator had to reason it out explicitly; it's an easy place for a less careful pass to under-scope.
Label-grouping edge case (PDM-1): no explicit fallback behavior was specified for issues carrying both or neither of customer-facing/internal labels.

Add explicit guidance (e.g. in .github/aw/create-agentic-workflow.md) prompting the agent to surface 1-2 targeted clarifying questions when a request contains an ambiguous scope term (e.g. "completed," "closes," "threshold") before finalizing trigger/safe-output recommendations — this was the single most consistent gap across all 4 scenarios.
Document the "replace previous result" pattern (close-older-issues for recurring digest issues, hide-older-comments for PR comments) as a named, explicitly recommended default for recurring/PR-reactive workflows in .github/aw/github-agentic-workflows.md — it already appears correctly in 3 of 4 scenarios and is worth codifying rather than leaving implicit.
Add a short note on fallback network-ecosystem scoping for "artifact-first, recompute-as-fallback" workflows (as seen in QA-1) so that recompute fallbacks don't default to network: defaults without the inferred package ecosystem.

References:

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