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Agent Skill · 研究检索

neuropsychological-battery-selector(神经心理学电池选择器)

neuropsychological-battery-selector 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

neuropsychological-battery-selector 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,674 个 Skill 里排第 12,812。

总安装 9,949周安装 503GitHub Stars 18下载 3,031核验 2026-05-01

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请帮我安装这个 Agent Skill:neuropsychological-battery-selector(神经心理学电池选择器)
来源仓库:https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills
仓库路径:skills/neuropsychological-battery-selector
安装命令:
npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill 'Neuropsychological Battery Selector'
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill 'Neuropsychological Battery Selector'

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

根据评估目标匹配标准化神经心理测验组合方案。涵盖记忆、执行功能、语言流畅性等维度筛查工具。输出信效度指标与使用注意事项说明文档。临床诊断必须由持证医师主导,本工具仅作参考建议。neuropsychological-battery-selector 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/neuropsychological-battery-selector

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscie…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

neuropsychological-battery-selector 怎么安装?

在终端执行 npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

neuropsychological-battery-selector 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

neuropsychological-battery-selector 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

neuropsychological-battery-selector 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

neuropsychological-battery-selector 用的人多吗?

公开数据是累计安装 9,949 次,近一周安装 503 次,下载 3,031 次,GitHub 18 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

neuropsychological-battery-selector 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
neuropsychological-battery-selector

神经心理学电池选择器 · 本页

9,94918只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Neuropsychological Battery Selector

Purpose

Selecting a neuropsychological test battery is a clinical judgment task, not a checklist exercise. A competent programmer without clinical neuropsychology training will get this wrong because:

  • Not all "memory tests" test the same construct. The CVLT-II/III assesses list learning with encoding strategies; Logical Memory tests narrative recall; the BVMT-R tests visual-spatial memory. Each is sensitive to different lesion profiles (Lezak et al., 2012, Ch. 11).
  • Test selection must match the referral question. A dementia screen requires different instruments than a TBI return-to-work evaluation or a pre-surgical epilepsy workup.
  • Normative data are not interchangeable. Age, education, cultural background, and premorbid ability all determine which norms to apply and whether a given score is actually impaired (Mitrushina et al., 2005).
  • Redundant tests waste time and fatigue patients. Over-testing degrades performance and inflates apparent impairment, particularly in older adults and those with attentional deficits (Strauss et al., 2006).

When to Use This Skill

Use this skill when you need to:

  • Select neuropsychological tests matched to a suspected cognitive deficit profile
  • Assemble a battery for a specific referral question (dementia differential, TBI, pre-surgical, forensic)
  • Advise on which cognitive domains to assess given a neurological condition
  • Evaluate whether a proposed battery has adequate domain coverage or problematic redundancy
  • Choose between brief screening vs. comprehensive evaluation

Do NOT use this skill for:

  • Interpreting test scores (that requires a different skill)
  • Diagnosing neurological conditions from test results alone
  • Administering tests (this requires licensed clinical training)

Research Planning Protocol

Before executing the domain-specific steps below, you MUST:

  1. State the research question -- What cognitive domain(s) are being assessed and why?
  2. Justify the method choice -- Why neuropsychological testing (not neuroimaging, behavioral paradigm)? What alternatives were considered?
  3. Declare expected outcomes -- What deficit pattern would support the clinical/research hypothesis?
  4. Note assumptions and limitations -- What does this battery assume about the patient? Where could it mislead?
  5. Present the plan to the user and WAIT for confirmation before proceeding.

For detailed methodology guidance, see the research-literacy skill.


⚠️ Verification Notice

This skill was generated by AI from academic literature. All parameters, thresholds, and citations require independent verification before use in research. If you find errors, please open an issue.

Step 1: Clarify the Referral Question

The referral question determines everything. Map it to one of these categories:

Referral TypePrimary GoalTypical Battery Length
Dementia differential diagnosisDistinguish AD vs. FTD vs. VaD vs. DLB3--4 hours
Mild cognitive impairment screeningDetect early decline, track progression1.5--2 hours
TBI evaluation (acute/subacute)Document deficits, guide rehabilitation2--3 hours
TBI evaluation (chronic/forensic)Quantify residual deficits, effort testing4--6 hours
Pre-surgical epilepsy workupLateralize/localize function, predict risk3--5 hours
Psychiatric differentialDistinguish cognitive vs. psychiatric etiology2--3 hours
Return-to-work/fitness-for-dutyFunctional capacity in specific domains2--4 hours

(Lezak et al., 2012, Ch. 5; Sweet et al., 2011 -- 78% of neuropsychologists use a flexible battery approach)


Step 2: Identify Target Cognitive Domains

Based on the referral question and suspected condition, select domains to assess. Every battery MUST cover at least attention/processing speed, memory, and executive function. Add domains based on the clinical picture.

Cognitive Domain Framework

Attention / Processing Speed

  • WAIS-IV Processing Speed Index (Coding, Symbol Search): ~15 min (Wechsler, 2008)
  • Trail Making Test Part A: ~3 min (Reitan, 1958; deficient if >78 sec, ages 25--54)
  • Continuous Performance Test (CPT-3): ~14 min (Conners, 2014)
  • WAIS-IV Digit Span (Forward): ~5 min (Wechsler, 2008)

Executive Function

  • Wisconsin Card Sorting Test (WCST-64): ~15 min (Heaton et al., 1993)
  • Trail Making Test Part B: ~5 min (Reitan, 1958; deficient if >273 sec, ages 25--54)
  • Stroop Color-Word Test: ~5 min (Golden, 1978)
  • Tower of London/D-KEFS Tower: ~15 min (Shallice, 1982; Delis et al., 2001)
  • Verbal Fluency -- FAS: ~5 min (Benton et al., 1994; mean ~36--44 words total for ages 25--54, education 12+ years)
  • Verbal Fluency -- Animals: ~2 min (Strauss et al., 2006; mean ~20--24 animals for ages 25--54)

Memory

  • WMS-IV (Logical Memory I & II, Verbal Paired Associates I & II): ~30--45 min including delay (Wechsler, 2009)
  • CVLT-II/CVLT-3 (California Verbal Learning Test): ~30 min (Delis et al., 2000/2017)
  • RAVLT (Rey Auditory Verbal Learning Test): ~15 min (Rey, 1964; Schmidt, 1996)
  • BVMT-R (Brief Visuospatial Memory Test--Revised): ~25 min including delay (Benedict, 1997)
  • Logical Memory (WMS-IV): immediate and delayed recall; sensitivity 90--95% for MCI when combined with CVLT (Rabin et al., 2009)

Language

  • Boston Naming Test (BNT-60): ~15--20 min (Kaplan et al., 1983)
  • Token Test (short form): ~10 min (De Renzi & Vignolo, 1962)
  • Controlled Oral Word Association (COWA/FAS): ~5 min (listed above under executive; also indexes language)
  • Western Aphasia Battery--Revised (WAB-R): ~30--60 min (Kertesz, 2007; use for suspected aphasia)

Visuospatial / Visuoconstructional

  • Rey Complex Figure Test -- Copy: ~5--10 min (Osterrieth, 1944; Meyers & Meyers, 1995)
  • WAIS-IV Block Design: ~10 min (Wechsler, 2008)
  • Judgment of Line Orientation (JLO): ~15 min (Benton et al., 1994)
  • Hooper Visual Organization Test (VOT): ~15 min (Hooper, 1983)

Motor Function

  • Grooved Pegboard: ~5 min per hand (Klove, 1963; Ruff & Parker, 1993)
  • Finger Tapping Test: ~10 min (Halstead, 1947; Reitan & Wolfson, 1993)

Step 3: Assemble the Battery

Core Battery (~2--3 hours)

Every evaluation should include these unless contraindicated:

DomainRecommended Core Test(s)Time
Premorbid estimateTOPF or WTAR~10 min
Attention / Processing SpeedTMT-A + WAIS-IV Coding + Digit Span~20 min
Executive FunctionTMT-B + Verbal Fluency (FAS + Animals) + Stroop~15 min
Verbal MemoryCVLT-II/III or RAVLT~30 min
Visual MemoryBVMT-R or RCFT recall~25 min
LanguageBNT (30- or 60-item)~15 min
VisuospatialRCFT Copy or Block Design~10 min
MotorGrooved Pegboard (bilateral)~10 min
Effort/ValidityTOMM Trial 1 or embedded measures~10 min
Total~145 min

Extended Battery (~4--6 hours)

Add these for complex referrals (forensic, dementia differential, pre-surgical):

DomainAdditional TestsTime
Intelligence estimateWAIS-IV (4 index scores)~70 min
Memory (expanded)WMS-IV (full battery)~75 min
Executive (expanded)WCST-64 + Tower~30 min
Language (expanded)Token Test + WAB-R~40 min
Visuospatial (expanded)JLO + Hooper VOT~30 min
Effort/Validity (expanded)TOMM (full) + WMT or MSVT~30 min
Added time~275 min

Assembly Rules

  1. One verbal learning test: Choose CVLT-II/III OR RAVLT, not both. They measure overlapping constructs (Strauss et al., 2006--778).
  2. One copy figure: RCFT copy OR Block Design for visuoconstruction screening. Use both only if visuospatial function is the primary question.
  3. Delay intervals: Schedule verbal memory delay recall (~20--30 min after learning) during non-memory tasks. Same for visual memory delay.
  4. Fatigue management: Place demanding tests (WCST, CVLT) early. Place motor tests as breaks. Offer rest periods every 60--90 min (Lezak et al., 2012, Ch. 6).
  5. At least one validity measure: Mandatory. Use TOMM Trial 1 (sensitivity 83%, specificity 93% at cutoff <=40; Denning, 2012) as a minimum. For forensic cases, use two or more PVTs from different modalities (Sweet et al., 2011).

Step 4: Select Appropriate Norms

Normative Data Decision Tree

  1. Age: Always match. Most tests provide age-stratified norms.
  2. Education: Use education-corrected norms when available (e.g., Heaton et al., 2004 norms for TMT, WCST, verbal fluency).
  3. Premorbid IQ: For patients with estimated IQ far from average, IQ-adjusted norms improve accuracy over education alone. MOANS norms found BNT, Token Test, and JLO correlate more strongly with IQ (r =.47--.61) than with education (r =.24--.31) (Steinberg et al., 2005).
  4. Cultural/linguistic background: US-normed tests may overestimate impairment in non-English speakers or culturally diverse populations (Lucas et al., 2005; Pena-Casanova et al., 2009). Use population-specific norms when available (e.g., NP-NUMBRS for Spanish speakers).
  5. Sex: Match when norms are available. Grooved Pegboard shows significant sex differences: women faster than men (Ruff & Parker, 1993). Finger Tapping: men faster, especially in older groups.

Premorbid Estimation

  • TOPF (Test of Premorbid Functioning): 70 irregular words, co-normed with WAIS-IV/WMS-IV, IQ range 53--141 (Pearson, 2009). Preferred for current use.
  • WTAR (Wechsler Test of Adult Reading): predecessor to TOPF, co-normed with WAIS-III/WMS-III (Wechsler, 2001). Acceptable if TOPF unavailable.
  • Caution: Both underestimate premorbid IQ in high-functioning individuals and overestimate in low-functioning individuals (Bright & van der Linde, 2020). Supplement with demographic-based estimates.

Step 5: Address Common Pitfalls

Practice Effects in Serial Assessment

  • Practice effects average d = 0.24--0.28 on composite scores at 6--12 month retest intervals (Calamia et al., 2012).
  • No consensus on minimum retest interval; effects persist for 2+ years on some measures (Heilbronner et al., 2010).
  • Tests most susceptible: PASAT, Stroop interference, verbal fluency, TMT-B (Beglinger et al., 2005).
  • Tests least susceptible: Digit Span, Letter-Number Sequencing (Beglinger et al., 2005).
  • Mitigation: Use alternate forms (CVLT-II has alternate form; RAVLT has multiple lists). Apply reliable change indices (RCIs) or standardized regression-based norms to interpret change (Chelune et al., 1993).

Ceiling and Floor Effects

  • Ceiling effects: TMT-A and simple attention tests may miss mild deficits in high-functioning individuals. Add more demanding measures (e.g., PASAT, D-KEFS verbal fluency switching) (Strauss et al., 2006).
  • Floor effects: WCST and complex tests may be too difficult for moderate-to-severe dementia. Substitute with simpler tasks (e.g., clock drawing, category fluency) (Lezak et al., 2012, Ch. 18).

Ecological Validity

  • Neuropsychological tests have modest correlations (r =.3--.5) with real-world functioning (Chaytor & Schmitter-Edgecombe, 2003).
  • Supplement with functional measures (e.g., Independent Living Scales, IADL checklists) when the referral question concerns everyday competence.
  • Executive function tests have particularly limited ecological validity; consider adding the Behavioral Assessment of the Dysexecutive Syndrome (BADS) or real-world task simulations (Wilson et al., 1996).

Symptom Validity Testing

  • TOMM standard cutoff (<45 Trial 2): specificity.96--1.00 but sensitivity only.15--.50 (Tombaugh, 1996). Use Trial 1 cutoff <=40 for better sensitivity (.83) at.93 specificity (Denning, 2012).
  • WMT (Word Memory Test): more sensitive than TOMM but higher false-positive rate in genuine MCI/dementia -- 67% of MCI patients classified as "poor effort" at standard cutoffs (Green, 2003). Use hard-easy comparison scores instead (sensitivity/specificity ~95%).
  • Embedded PVTs: Reliable Digit Span (RDS >= 7 as cutoff; Greiffenstein et al., 1994), CVLT-II Forced Choice <=15 (Delis et al., 2000). Use multiple embedded measures to supplement standalone PVTs.
  • Rule: In forensic and disability evaluations, include at least two standalone PVTs and two embedded PVTs (Larrabee, 2012).

Step 6: Condition-Specific Battery Recommendations

For expected deficit profiles by condition, see references/deficit-profiles.md. Below are summary battery modifications:

ConditionAdd to CoreRemove/De-emphasizeKey Rationale
Alzheimer's (suspected)WMS-IV full, CVLT-3 intrusion analysis, BNT-60May shorten executive batteryMemory encoding/storage is primary deficit (Weintraub et al., 2012)
FTD (behavioral variant)WCST, D-KEFS, social cognition measures, personality inventoryDe-emphasize visuospatialExecutive/behavioral profile dominates (Rascovsky et al., 2011)
Vascular dementiaProcessing speed emphasis (Coding, Symbol Search), TMT-A/B, verbal fluencyMay abbreviate languageProcessing speed and executive function most affected (Sachdev et al., 2014)
TBI (moderate-severe)CPT-3, PASAT, verbal fluency, motor tests bilateralNone -- broad battery neededDiffuse deficits: attention, speed, memory, executive (Rabinowitz & Levin, 2014)
Temporal lobe epilepsyVerbal/visual memory (laterality-specific), BNT, verbal fluencyMay abbreviate motorMemory lateralization critical for surgical planning (Jones-Gotman et al., 2010)
Parkinson's diseaseVerbal fluency (semantic + phonemic), JLO, clock drawing, Grooved PegboardNoneDual-syndrome: frontostriatal vs. posterior cortical (Kehagia et al., 2013)
Multiple sclerosisSDMT, PASAT, CVLT-II/III, BVMT-RMay abbreviate languageBICAMS recommended minimum battery (Langdon et al., 2012): SDMT + CVLT-II + BVMT-R

Quick Reference: Test-to-Domain Mapping

For a comprehensive catalog of tests with administration times, normative samples, and sensitivity data, see references/test-catalog.md.


Key References

  • Benton, A. L., Sivan, A. B., Hamsher, K., Varney, N. R., & Spreen, O. (1994). *Contributions to Neuropsychological Assessment* (2nd ed.). Oxford University Press.
  • Delis, D. C., Kaplan, E., & Kramer, J. H. (2001). *Delis-Kaplan Executive Function System*. Pearson.
  • Heaton, R. K., Miller, S. W., Taylor, M. J., & Grant, I. (2004). *Revised Comprehensive Norms for an Expanded Halstead-Reitan Battery*. PAR.
  • Heilbronner, R. L., Sweet, J. J., Attix, D. K., Krull, K. R., Henry, G. K., & Hart, R. P. (2010). Official position of the AACN on serial neuropsychological assessments. *The Clinical Neuropsychologist*, 24, 1267--1278.
  • Lezak, M. D., Howieson, D. B., Bigler, E. D., & Tranel, D. (2012). *Neuropsychological Assessment* (5th ed.). Oxford University Press.
  • Mitrushina, M., Boone, K. B., Razani, J., & D'Elia, L. F. (2005). *Handbook of Normative Data for Neuropsychological Assessment* (2nd ed.). Oxford University Press.
  • Strauss, E., Sherman, E. M. S., & Spreen, O. (2006). *A Compendium of Neuropsychological Tests* (3rd ed.). Oxford University Press.
  • Sweet, J. J., Nelson, N. W., & Moberg, P. J. (2011). The TCN/AACN 2010 "salary survey." *The Clinical Neuropsychologist*, 25, 218--245.

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该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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