APPLIED_PLAYBOOK: AGENTIC GOVERNANCE

Lifecycle Governance Checklist for Anthropic / Claude Agent Workflows

An independent lifecycle governance checklist for Anthropic / Claude agent workflows, focused on authority, evidence, accepted outcomes, rollback, remediation, and substitution.

BACK_TO: PLAYBOOKS CONCEPT_CORE: AGENTIC LIFECYCLE GOVERNANCE R3F_LAYER: EXTENDED ECOSYSTEM R3G_LAYER: DETERMINISTIC DELIVERY R3H_LAYER: REGULATORY GOVERNANCE
DEFINITION

Lifecycle governance for Anthropic / Claude agent workflows means applying lifecycle responsibility questions to workflows built with Anthropic or Claude tooling without treating model capability, prompting, or tool use as a complete governance layer.

Why ordinary model/tool governance is insufficient

A useful model, tool workflow, or review step does not by itself establish lifecycle responsibility. The governance question remains: who authorized the work, what evidence supports it, who accepted the outcome, and how substitution, dispute, or remediation is handled.

White paper source context

This playbook is a practical reading of the GAIC white paper's lifecycle-responsibility argument. For this route, the relevant responsibility objects are Intent object, Authority boundary, Evidence chain, Accepted outcome, Substitution record, Dispute object. RCCS-M and ALCS are used as source vocabulary for governance coverage and lifecycle coherence; this page does not add scores or become legal advice, certification, procurement guidance, or a vendor assessment.

GAIC white paper MRO overview RCCS-M source anchor ALCS source anchor

Lifecycle governance checklist

  1. State intent, active constraints, and allowed tool authority before execution.
  2. Keep evidence partitioned enough for replay, dispute, and remediation.
  3. Assign accepted outcome ownership to a human or organizational role.
  4. Record rollback and remediation paths for agent-produced work.
  5. Track model, tool, prompt, runtime, or harness substitution.
  6. Keep lifecycle responsibility separate from product feature descriptions.

Related Missing Regulatory Objects

Intent objectAuthority boundaryEvidence chainAccepted outcomeSubstitution recordDispute object

RCCS-M / ALCS relevance

RCCS-M asks whether the workflow can express lifecycle responsibility objects. ALCS asks whether those objects remain coherent from intent through accepted outcome, dispute, remediation, and closure.

Protocol path: MPLP as one option

MPLP is one protocol path for lifecycle responsibility semantics. This page does not claim MPLP is required for Anthropic or Claude workflows.

Vendor boundary

This page does not evaluate Anthropic products, Claude products, or claim affiliation with Anthropic. It uses generic lifecycle governance language for workflows built with Anthropic / Claude tooling.

No current Anthropic or Claude feature claims are cited or relied on in this page; vendor-specific details are intentionally avoided.

Boundary statement

This page is an independent lifecycle governance checklist. It is not official vendor documentation, endorsement, certification, legal advice, or procurement recommendation.