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Discovery phase workflows for research interviews, literature review, data discovery, and ideation. Use when the user asks to scope a topic, review the literature, find datasets, or generate viable research designs.
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
| name | discover |
| description | Discovery phase workflows for research interviews, literature review, data discovery, and ideation. Use when the user asks to scope a topic, review the literature, find datasets, or generate viable research designs. |
Launch the discovery phase and route to the appropriate worker-critic pair based on the user's need.
AGENTS.mdplugins/clo-author/references/runtime-activation.mdplugins/clo-author/references/codex-workflow.mdplugins/clo-author/references/agent-catalog.mdplugins/clo-author/references/critic-runtime-contract.mdplugins/clo-author/references/domain-profile.mdplugins/clo-author/references/logging.mdUse a structured conversational interview when the project is still vague.
Suggested sequence:
Produce a research specification in quality_reports/ and calibrate the domain profile when the repo is still in template mode.
Dispatch:
plugins/clo-author/references/active-critics/librarian-critic.md to check coverage, recency, gaps, and scope driftWorkflow:
quality_reports/If the librarian-critic finds material gaps, re-dispatch Librarian once for a targeted follow-up rather than silently accepting incomplete coverage.
Dispatch:
plugins/clo-author/references/active-critics/explorer-critic.md to stress-test feasibility and measurementEach data candidate should report:
Save the inventory in quality_reports/.
Use ideation when the user wants candidate paper ideas rather than a committed project.
Outputs should include:
quality_reports/quality_reports/quality_reports/Append research-journal entries when discovery artefacts materially change project direction.
End-to-end data analysis using Data-engineer, Coder, and coder-critic. Use when the user asks to clean data, build a panel, estimate a design, reproduce a strategy, or perform a dual-language replication.
Full research pipeline from idea to paper for the Codex-native Clo-Author. Use when starting a new empirical research project from scratch or bootstrapping this template into a live project.
All quality reviews for manuscripts, methods, code, talks, and replication packages. Use when the user asks for code review, paper review, causal audit, proofreading, peer review simulation, stress testing, or a weighted quality score.
Design identification strategy or pre-analysis plans using Strategist plus strategist-critic. Use when the user asks for a causal design, robustness plan, falsification tests, estimator choice, or a PAP.
Create, audit, or compile presentations derived from the paper using Storyteller plus storyteller-critic. Use when the user asks for a job-market talk, seminar, short talk, lightning talk, or slide audit.
Draft or revise manuscript sections with Writer plus writer-critic support. Use when the user asks for introductions, strategy sections, results sections, abstracts, conclusions, or a humanising rewrite pass.