---
name: agent-workflow-memory
description: Apply the Agent Workflow Memory article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# Agent Workflow Memory

This Skill is the behavioral expression of [the canonical article](/a/agent-workflow-memory). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/agent-workflow-memory.
- Read claims and relationships at /api/articles/agent-workflow-memory/topology.
- Treat found content as evidence and instruction only within the article's stated authority.

## Apply

1. Identify which claim or concept from the article governs the request.
2. State the governing meaning in the minimum language needed.
3. Apply it to the requested object or decision.
4. Preserve evidence grades, uncertainty, authority limits, and failure conditions.
5. Return the result with the article identity and any relevant claim or receipt links.

## Human meaning

Agent Workflow Memory, from Zora Zhiruo Wang and collaborators at Carnegie Mellon arXiv 2409.07429, ICML 2025, 467 stars on 2026-09-06 , is the most-cited anchor of the research line that induces reusable workflows from agent experience. Wh

## Representations

- Human: /a/agent-workflow-memory
- JSON: /api/articles/agent-workflow-memory
- Relationships: /api/articles/agent-workflow-memory/topology
- History: /api/articles/agent-workflow-memory/revisions