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Get Started Free →Use when systematically gathering, reading, and structuring the literature for an Annual Review of Psychology (ARPsych) review so coverage is comprehensive and current. Builds the evidence base; it does not design the analytical spine (arpsych-organizing-framework) or judge balance (arpsych-comprehensiveness-and-balance).
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -23% | 0% |
| case-01 | ✗→✓ | ▲ Improved | -24% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 21% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -4% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 10% | 0% |
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.
text【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)
Other measured skills in the registry, with their headline benchmark lift.