メニュー
Phase guidance for the neuroflow /tool-build command. Loaded automatically when /tool-build is invoked to orient agent behavior, relevant skills, and workflow hints for the tool-build phase.
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
Infinite improvement loop for any research artifact in any phase — a single managing agent makes one focused change per iteration, judges it against the previous best, keeps or reverts. Its memory is a per-loop wiki it reads before every move and writes after every move. The loop never stops until the human interrupts it. Inspired by Andrej Karpathy's autoresearch (MIT).
Phase guidance for /git — context-aware git shorthand rules, smart push/pull logic, commit message generation, branch management, and PR creation workflow.
This skill should be used whenever the user mentions BIDS, Brain Imaging Data Structure, BIDS conversion, BIDS validation, BIDS compliance, organizing neuroimaging data, dataset_description.json, participants.tsv, bids-validator, pybids, MNE-BIDS, or asks how to structure EEG/MEG/fMRI/iEEG/PET/DWI data for sharing or preprocessing. Also invoke when the user asks how to name scan files, what sidecar JSON fields are needed, how to set up derivatives/, or how to run fMRIPrep/MRIQC on their dataset. Invoke proactively during /data, /data-preprocess, and /data-analyze phases whenever the dataset structure is relevant to the task at hand.
Phase guidance for the neuroflow /data-analyze command. Loaded automatically when /data-analyze is invoked to orient agent behavior, relevant skills, and workflow hints for the data-analyze phase.
Phase guidance for the neuroflow /data-preprocess command. Loaded automatically when /data-preprocess is invoked to orient agent behavior, relevant skills, and workflow hints for the data-preprocess phase.
Phase guidance for the neuroflow /data command. Loaded automatically when /data is invoked to orient agent behavior, relevant skills, and workflow hints for the data intake phase.
| name | phase-tool-build |
| description | Phase guidance for the neuroflow /tool-build command. Loaded automatically when /tool-build is invoked to orient agent behavior, relevant skills, and workflow hints for the tool-build phase. |
The tool-build phase designs and implements lab tools or software pipelines — real-time systems, data acquisition, LSL integrations, or custom analysis pipelines.
tool-spec.md first; get confirmation before implementation beginsneuroflow:neuroflow-core — read first; defines the command lifecycle and .neuroflow/ write rulesneuroflow:pupil-labs-neon-realtime — if the tool involves Pupil Labs Neon hardware, use this skill for device discovery, multi-threaded streaming architecture, and real-time data collectionoutput_path (tools/), not inside .neuroflow/tool-spec.md to .neuroflow/tool-build/ before writing any implementation.neuroflow/reasoning/tool-build.json/neuroflow:tool-build — runs this workflow as a slash command.