Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

ppsych-literature-synthesis

Use when systematically gathering and synthesizing literature across psychology sub-areas for a Perspectives on Psychological Science (PoPS) integrative review, theoretical statement, or meta-science piece — coverage discipline, and for meta-science the systematic evidence about the field's practices. Builds the evidence corpus; it does not impose the analytical spine (ppsych-organizing-framework) or audit balance (ppsych-comprehensiveness-and-balance).

805 repo starsObserved in 2 repos
Research
GitHub

ppsych-organizing-framework

Use when imposing an analytical or conceptual structure on a body of psychology research for a Perspectives on Psychological Science (PoPS) integrative review or theoretical statement — the unifying argument or "spine" that turns a reading list into a claim about the field. Designs the framework; it does not gather the literature (ppsych-literature-synthesis) or audit balance (ppsych-comprehensiveness-and-balance).

805 repo starsObserved in 2 repos
Research
GitHub

ppsych-topic-selection

Use when judging whether a question is a Perspectives on Psychological Science (PoPS)-scale contribution — broad, integrative, theoretical, or meta-scientific rather than a single study — and framing its animating question. Decides fit and venue; it does not gather the literature (ppsych-literature-synthesis) or shape the proposal (ppsych-proposal-and-commissioning).

805 repo starsObserved in 2 repos
Research
GitHub

prai-experiments

在为《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI) 设计与呈现模式识别/机器学习实验证据时调用。覆盖研究问题(RQ)拆解、公平基线与相同划分/算力、评测指标选择(准确率/F1/mAP/IoU/AUC 等)、多次运行的均值±标准差与统计显著性检验、消融实验、复杂度与开销报告、数据泄漏与评测污染的防范，以及把每条主张绑定到证据的呈现方式。用于把 AI 细分方向的实证部分做到经得起外审对"基线是否公平、结果是否可信、消融是否充分"的质询。

805 repo starsObserved in 2 repos
Research
GitHub

prai-review-process

在需要理解《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI) 的同行评审流程并识别各环节作者杠杆时调用。覆盖编辑初审(宗旨/体例/字数/查重)→专家外审(官方口径一般6个月内给评审结果)→修回(可能多轮，较大修改重新送审)→主编终审→录用的完整链路、各环节的退稿/退修理由、超过6个月作者可通知编辑部自行处理的官方口径、以及作者在每个环节能施加影响的着力点。用于把审稿流程建模为可预期的阶段并规划应对；审稿是否双盲等细节以官网当期须知为准(待核实)。

805 repo starsObserved in 2 repos
Research
GitHub

privacy-enhancing-technologies-symposium

Use when targeting Privacy Enhancing Technologies Symposium (PETS) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for privacy.

805 repo starsObserved in 2 repos
Research
GitHub

prl-scope-fit

Use when deciding whether a physics result clears Physical Review Letters' importance-and-broad-interest gate, or whether it belongs in Physical Review A–E / PR Research. Diagnoses venue fit; does not write or frame the result.

805 repo starsObserved in 2 repos
Research
GitHub

proceedings-of-the-ieee

Use when targeting Proceedings of the IEEE or deciding whether an electrical-and-computer-engineering review manuscript fits this venue. Encodes the journal's fit, the comprehensive-and-balanced synthesis bar, the no-primary-results expectation, the invited-vs-unsolicited and tutorial-vs-survey framing, house style, official-submission re-check, and desk-reject heuristics.

805 repo starsObserved in 2 repos
Research
GitHub

production-and-operations-management

Use when targeting Production and Operations Management (POM) or deciding whether a broad operations-management analytical or empirical manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

805 repo starsObserved in 2 repos
Research
GitHub

proghg-comprehensiveness-and-balance

Use when calibrating completeness vs. selectivity and ensuring fair, reflexive engagement across theoretical traditions, authors, and debates in a Progress in Human Geography (PiHG) review — including not over-promoting the author's own work or position. Audits coverage and even-handedness; it does not design the framework (proghg-organizing-framework) or write prose (proghg-writing-style).

805 repo starsObserved in 2 repos
Research
GitHub