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Phase guidance for the neuroflow /ideation command. Loaded automatically when /ideation is invoked to orient agent behavior, relevant skills, and workflow hints for the ideation 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-ideation |
| description | Phase guidance for the neuroflow /ideation command. Loaded automatically when /ideation is invoked to orient agent behavior, relevant skills, and workflow hints for the ideation phase. |
The ideation phase is the entry point of a research project — sharpening a vague idea into a testable research question and mapping the existing literature rigorously.
skills/phase-ideation/references/search-protocol.md — do NOT spawn sub-agents.md metadata stubs for all results and ask the user which papers to downloadliterature-review agent to run the full 12-protocol analysis.md stubs — full download is not requiredproject_config.md already has a research question, confirm whether to refine or restartliterature-review — runs 12 sequential analytical protocols on downloaded papers through the worker-critic loop; produces a compiled literature review saved to .neuroflow/ideation/literature-review-[date].mdcritic — evaluates each protocol output in the literature-review looporchestrator — manages the worker-critic loop when invokedNote: Literature searches are performed inline by the main agent following the search protocol — the
scholaragent is NOT spawned as a sub-agent. Use the standalonescholaragent only for ad-hoc searches outside the/ideationworkflow.
neuroflow:neuroflow-core — read first; defines the command lifecycle and .neuroflow/ write rulesneuroflow:pupil-labs-neon-realtime — if the project involves Pupil Labs Neon eye-tracking hardware, use this skill for real-time data collection and device connection during ideation/piloting.neuroflow/ideation/research-question.mdproject_config.md if the research question is defined or changed.neuroflow/ideation/papers/ — this folder is the input for the literature-review agentliterature-review-[date].md) feeds directly into the paper phase; reference it thereskills/phase-ideation/references/journal-defaults.md to match the query to one of eight neuroscience areas and surface high-impact journals. If the user has custom journal preferences, they can create .neuroflow/journal-preferences.md from the template at skills/phase-ideation/references/user-journal-preferences.md./neuroflow:ideation — runs this workflow as a slash command.