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Run the memory pipelines end-to-end (serve workflows, then data → memory → indexing → query) for real-pipeline verification. Use when a feature is done and needs e2e verification before a PR, or when asked to run a pipeline.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/iusztinpaul/building-agentic-systems --skill run-pipelines-e2e命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
| name | run-pipelines-e2e |
| description | Run the memory pipelines end-to-end (serve workflows, then data → memory → indexing → query) for real-pipeline verification. Use when a feature is done and needs e2e verification before a PR, or when asked to run a pipeline. |
By default, use the "Paul Iusztin" user when testing.
make memory-serve-workflows &. This process is the in-process Prefect worker — without it, deployments register but nothing executes. If a serve process is already running, kill it first and re-serve.prefect deployment run directly so errors surface here). Each pipeline target takes MODE=offline (default) or MODE=online: step-by-step is make memory-run-data-pipeline → make memory-run-memory-pipeline → make memory-run-indexing-pipeline → make memory-query-graph QUERY="test query" → verify results; or end-to-end in one run with make memory-run-pipeline (offline batch) / make memory-run-pipeline MODE=online SOURCE="<url|path>" (one realtime source).