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Agentic-Readiness Rubric (AR v1) — as applied to product-team + project-management

Audit date: 2026-07-03 · Branch: claude/pm-audit-agentic-loops-jxurlq

This audit applies the same AR v1 rubric established by the engineering agentic audit (../engineering-agentic-2026-07/RUBRIC.md) — six dimensions scored 02, answering: can an agent pick this skill up with a goal and drive it to a verified close?

# Dimension 2 means
AR1 Goal intake Forcing questions / intake tool / refuses vague input (exit-code gate)
AR2 Task decomposition Explicit planning step or tool whose output the workflow consumes
AR3 Deterministic execution Exact runnable CLIs; output consumed by a named next step
AR4 Verification Machine-checkable gate the workflow REQUIRES before proceeding
AR5 Loop discipline Iteration caps, stop conditions, escalation thresholds
AR6 Close-out Definition of done + state persistence or handoff artifact

Classes: HARNESS-READY (total ≥ 9 AND AR4 ≥ 1 AND AR5 ≥ 1) · LOOP-CAPABLE (68, or ≥ 9 failing the AR4/AR5 gate) · TOOL-ONLY (35) · PROSE-ONLY (02).

Baseline reference: the June 2026 quality audit of these domains lives at ../newgen-2026-06/product-pm.md; this audit scores the new agentic dimension and ships the domain harness layer that the scores motivated.

Executable enforcement: the regenerated domain manifests (engineering/agent-harness/skills/agent-harness/assets/harnesses/{product-team,project-management}.json) record per-skill agentic_signals; the two new domain orchestrators (product-skills, pm-skills) enforce AR1 (routers with exit-code gates), AR4 (delivery gate / OST linter), and AR5/AR6 (harness budgets + close refusal) at run time.