From annual-review-of-psychology-skills
Systematically gather, read, and structure literature for an Annual Review of Psychology review. Builds an evidence matrix with systematic search and coverage tracking.
How this skill is triggered — by the user, by Claude, or both
Slash command
/annual-review-of-psychology-skills:arpsych-literature-synthesisThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- An invitation is in hand and the reading must start in earnest
ARPsych readers trust a review to be comprehensive within its frame and current to the frontier. A reviewer caught missing a major line of work loses authority instantly. But coverage is the floor: the contribution is the framework you impose later (arpsych-organizing-framework). This skill builds an evidence base broad and well-recorded enough that (a) nothing important is missed and (b) you can later be selective in prose without being incomplete in coverage.
Even a narrative review benefits from a near-systematic search you can describe:
arpsych-transparency-and-reproducibility).Document the search as you go, not from memory afterward. ARPsych's transparency expectations and any meta-analytic component both depend on a search log you can reproduce (检索于 2026-06;以官网为准).
Build a structured table — not a pile of PDFs. Useful columns:
| Column | Why |
|---|---|
| Construct / question | lets you later sort papers into framework cells |
| Population / paradigm | surfaces over-reliance on one method or sample (WEIRD bias) |
| Design + strength | feeds credibility weighting in arpsych-comprehensiveness-and-balance |
| Effect / finding (+ direction, size if available) | enables quantitative synthesis |
| Replication status | flags shaky vs. robust effects (post-replication-crisis hygiene) |
| Lab / camp | exposes citation concentration and balance risks |
The matrix is the bridge: its rows become framework cells, its columns become balance and credibility checks.
【Search protocol】seeds + databases + terms + dates + stopping rule (recorded?)
【Coverage】subfields/paradigms/adjacent fields swept; saturation reached? Y/N
【Evidence matrix】#rows; columns include design, replication status, lab/camp? Y/N
【Gaps / concentration】where coverage thins or over-concentrates
【Meta-analysis planned?】Y/N → if Y, route to transparency skill
【Next step】→ arpsych-organizing-framework (turn the matrix into a spine)
npx claudepluginhub brycewang-stanford/awesome-journal-skills --plugin annual-review-of-psychology-skillsSystematically gathers and synthesizes literature across psychology sub-areas for PoPS integrative reviews and meta-science. Directs snowballing, database searches, saturation logging, and systematic protocols.
Documents literature search and makes embedded meta-analyses reproducible for ARPsych reviews. Includes PRISMA flow, coding protocols, effect-size datasets, and analysis code.
Systematically gathers, reads, and synthesizes a large body of sociological research for an Annual Review of Sociology review, ensuring coverage discipline and avoiding citation gaps across theoretical traditions.