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Use when acting as the SciStudio manager persona for planning, coordination, dispatch, hotfix ownership, integration testing, e2e testing, PR readiness, and durable status reporting.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Base identity for the SciStudio embedded agent. Lists the 6 task skills available and when to invoke each. Loaded once at session start; task skills load on demand when the user turn matches their trigger description.
Drive a live end-to-end SciStudio session — start the backend (and Vite if needed), open Chrome via Chrome MCP, walk the scenario file the user points at, capture screenshots/console/network as evidence, and write a pass/fail verdict back into that file. Trigger whenever the user says "跑 e2e", "do an e2e", "run e2e on PR
Use when the user wants to design a new workflow, choose block types, wire edges between blocks, or convert a verbal pipeline description into a valid workflow YAML. NOT for debugging existing runs (use scistudio-debug-run) or for writing custom blocks (use scistudio-write-block).
Use when the user wants to look at intermediate or output data — preview a slice of an image, peek at the first rows of a DataFrame, check the shape/dtype of an array, or trace where a data ref came from. NOT for debugging failed runs (use scistudio-debug-run).
Use when the user wants to author a NEW BLOCK FILE — Python source code (a class subclassing Block / ProcessBlock / IOBlock / AppBlock / CodeBlock with typed ports and a config_schema) that goes in ``<project>/blocks/<name>.py``. ALWAYS check if an existing block satisfies the contract first (call list_blocks first and reuse a match). NOT for ADDING AN EXISTING BLOCK TYPE AS A NODE in a workflow YAML — that's scistudio-build-workflow ("add an imaging.threshold node to my workflow"). NOT for editing an existing block's config (update_block_config). NOT for writing the workflow YAML itself (scistudio-build-workflow).
Use when a workflow run has failed, is stuck, or produced unexpected output, and you need to diagnose the cause. Covers run-status inspection, block-log retrieval, lineage navigation, common error signatures, and the finish_ai_block contract for AI block PTYs. NOT for designing new workflows (use scistudio-build-workflow).
| name | manager |
| description | Use when acting as the SciStudio manager persona for planning, coordination, dispatch, hotfix ownership, integration testing, e2e testing, PR readiness, and durable status reporting. |
This skill is a hard pointer only. It does not define independent policy.
Before doing manager work, load and follow:
Use the templates under @docs/ai-developer/templates/ when dispatching agents. Do not continue as manager until the persona file and common rules are loaded.
