技能创建器
skill-creator
创建、改进和评估自定义技能,把专业流程转化为可重复使用的 AI 能力。
ppsych-literature-synthesis【数据与研究】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 th…
独立 GitHub 快照 · 自动分类 · 以原作者文档为准
A PoPS piece's credibility rests on the reader's belief that you read across the relevant sub-areas, not only your home paradigm — and PoPS reviewers are often drawn from the very areas being integrated, so siloing is noticed. Build coverage systematically:
ppsych-comprehensiveness-and-balance.If the piece is meta-science (about replication, reporting, power, bias, or methods as practiced), the "literature" includes the field's outputs as data: prevalence of a practice, distributions of statistics, registered-report rates, sharing rates. Treat the search as a systematic protocol:
ppsych-transparency-and-reproducibility).Summarizing restates each paper; synthesizing makes papers from different areas talk to each other. Maintain an evidence matrix:
| Column | What to capture |
|---|---|
| Study | author–year, the result/claim you will cite it for |
| Sub-area / construct | which area + how it operationalizes the construct (so non-comparable work is not pooled) |
| Method/sample | design and sample (so you can weight credibility) |
| Finding | direction + magnitude (effect sizes/CIs where available) |
| Credibility | identification, power, replication status — your appraisal |
| Tension | which other studies/areas it agrees or conflicts with, and why |
This matrix feeds the organizing framework, the summary exhibits, and the even-handed treatment of controversies. You appraise the primary work; you do not re-run it (unless the piece is a meta-analysis with a superordinate message — then its data/code must be reproducible).
【Seed set】<canonical pieces per sub-area + proposal references>
【Snowball status】backward/forward iterated to saturation across areas? Y/N
【Databases swept】PsycINFO/PsycNet + adjacent — by keyword + construct terms? Y/N
【Preprints + adjacency】PsyArXiv + bordering literatures included? Y/N
【Meta-science protocol】sampling frame + coding scheme pre-specified; PRISMA flow? Y/N · N/A
【Saturation evidence】<where searches stopped yielding new must-cites>
【Evidence matrix】rows ready with construct / method / finding / appraisal / tension? Y/N
【Coverage risks】<any area/author an omission referee could name>
【Next step】→ ppsych-organizing-framework (impose the analytical spine on the matrix)