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Agent Skill · 研究检索

optogenetics-protocol-designer(光遗传学协议设计器)

optogenetics-protocol-designer 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。

optogenetics-protocol-designer 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 73,675 个 Skill 里排第 5,329。

总安装 26,525周安装 697GitHub Stars 20下载 7,018核验 2026-05-01

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请帮我安装这个 Agent Skill:optogenetics-protocol-designer(光遗传学协议设计器)
来源仓库:https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills
仓库路径:skills/optogenetics-protocol-designer
安装命令:
npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill 'Optogenetics Protocol Designer'
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 'Optogenetics Protocol Designer'

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。

辅助设计光遗传学实验的光刺激参数与病毒载体方案。整合文献知识库推荐合适启动子、波长与脉冲序列组合。生成标准化操作流程文档供实验室团队协同执行。输出内容需经专业研究人员验证,不可直接用于临床或动物实验。optogenetics-protocol-designer 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/optogenetics-protocol-designer

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

optogenetics-protocol-designer 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。

optogenetics-protocol-designer 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。

optogenetics-protocol-designer 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。

optogenetics-protocol-designer 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。

optogenetics-protocol-designer 用的人多吗?

公开数据是累计安装 26,525 次,近一周安装 697 次,下载 7,018 次,GitHub 20 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。

optogenetics-protocol-designer 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
optogenetics-protocol-designer

光遗传学协议设计器 · 本页

26,52520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

Optogenetics Protocol Designer

Purpose

Optogenetic protocol design requires domain expertise that a general-purpose programmer would systematically get wrong. Selecting an opsin is not like selecting a software library — it requires understanding photocycle kinetics, ion selectivity, spectral overlap, expression toxicity, and the biophysics of light propagation through neural tissue. A naive approach risks tissue damage from heating, silencing neurons you intended to activate (depolarization block), or producing uninterpretable results from inadequate controls. This skill encodes the decision logic that bridges the gap between "I want to activate neurons" and a rigorous, publishable optogenetic protocol.

When to Use

  • Designing a new optogenetic experiment from scratch
  • Selecting an opsin for a specific excitation/inhibition application
  • Determining light delivery parameters (power, wavelength, pulse protocol)
  • Planning fiber optic implant specifications
  • Designing proper control conditions for optogenetic experiments
  • Troubleshooting failed or ambiguous optogenetic manipulations

Research Planning Protocol

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

  1. State the research question — What neural circuit question is this optogenetic manipulation addressing?
  2. Justify the method choice — Why optogenetics (not chemogenetics, lesion, pharmacology)? What alternatives were considered?
  3. Declare expected outcomes — What behavioral/neural changes do you expect from activation/inhibition?
  4. Note assumptions and limitations — What does this approach assume about the circuit? 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.

Decision Tree: Research Question to Protocol

Step 1: Define the Manipulation Type

GoalCategoryKey Constraint
Drive action potentials with millisecond precisionExcitation (fast)Need opsin with tau-off < 15 ms
Sustained depolarization / increased excitabilityExcitation (tonic)Step-function opsin or low-frequency pulsed
Silence neurons during a behavioral epochInhibition (sustained)Need potent inhibitory opsin, manage heating
Brief synaptic suppressionInhibition (phasic)Fast inhibitory opsin, short pulses
Bidirectional control in same animalDual manipulationSpectrally separated opsins required

Step 2: Select Opsin Class

Excitatory Opsins (Cation Channels)
OpsinPeak lambdaTau-offPhotocurrentBest ForKey Citation
ChR2 (H134R)470 nm~10 msModerateStandard activation, well-characterizedBoyden et al., 2005; Nagel et al., 2005
ChETA (E123T)470 nm~3 msLowerHigh-frequency spiking (>40 Hz)Gunaydin et al., 2010
ChrimsonR630 nm~15 msModerateRed-shifted, deep tissue, dual-colorKlapoetke et al., 2014
ChRmine520-530 nm~60 msVery highUltra-sensitive, large volume activationMarshel et al., 2019
CheRiff460 nm~8 ms~2x ChR2All-optical electrophysiologyHochbaum et al., 2014
C1V1(TT)540 nm~50 msModerateRed-shifted, combinatorial experimentsYizhar et al., 2011
Inhibitory Opsins
OpsinPeak lambdaMechanismPhotocurrentBest ForKey Citation
eNpHR3.0590 nmCl- pumpLow (pump)Established inhibition, yellow-lightGradinaru et al., 2010
eArch3.0520-550 nmH+ pumpModerate (pump)Green-light inhibitionChow et al., 2010; Mattis et al., 2012
stGtACR2480 nmAnion channelVery highMost potent somatic inhibitionMahn et al., 2018
SwiChR++480 nmAnion channel (bistable)ModerateSustained inhibition, low lightBerndt et al., 2016
Step-Function Opsins (Bistable)
OpsinActivationDeactivationTau-off (dark)Best ForKey Citation
SSFOBlue (~470 nm)Yellow (~590 nm)~29 minSustained excitability increaseYizhar et al., 2011
SOULBlue (~470 nm)Yellow (~590 nm)~29 minTranscranial, minimally invasiveGong et al., 2020
SwiChR++Blue (~480 nm)Red (~600 nm)~115 sBistable inhibitionBerndt et al., 2016

See references/opsin-catalog.md for the complete opsin reference with detailed kinetics.

Step 3: Determine Light Parameters

Power Density at Target Tissue
  • ChR2 EPD50: ~1.3 mW/mm2 (Mattis et al., 2012)
  • stGtACR2 EPD50: ~0.05 mW/mm2 (Mahn et al., 2018) — 100-200x more sensitive than NpHR
  • eNpHR3.0 EPD50: ~5-10 mW/mm2 (Mattis et al., 2012)
  • ChRmine: effective at sub-mW/mm2 levels (Marshel et al., 2019)
  • Typical working range: 1-10 mW/mm2 for most excitatory opsins at the fiber tip (Aravanis et al., 2007)

CRITICAL — Tissue Heating Threshold:

  • Temperature increase of ~0.1-0.25 deg C per mW at fiber tip for 473 nm light (Stujenske et al., 2015)
  • Keep total tissue temperature rise below 1 deg C to avoid artifacts (Christie et al., 2013; Owen et al., 2019)
  • At 20 mW/mm2, duty cycles above ~40% risk exceeding 1 deg C (Stujenske et al., 2015)
  • Blue light at high power can alter firing rates even WITHOUT opsin expression (Owen et al., 2019)
Light Attenuation in Tissue
  • 90% of 473 nm light is lost within 1 mm of brain tissue (Aravanis et al., 2007; Yizhar et al., 2011)
  • At 500 um from fiber tip: ~3.2% of initial intensity remains
  • At 1 mm from fiber tip: ~0.56% of initial intensity remains
  • Red-shifted light (>600 nm) penetrates deeper due to lower scattering (Klapoetke et al., 2014)
Wavelength Selection

Match the laser/LED wavelength to the opsin's absorption peak:

Opsin ClassRecommended WavelengthCommon Laser Lines
ChR2 / CheRiff / stGtACR2450-490 nm473 nm
C1V1 / ChRmine / eArch3.0520-560 nm532 nm, 561 nm
eNpHR3.0570-600 nm594 nm
ChrimsonR600-650 nm638 nm

See references/stimulation-parameters.md for complete pulse protocol recipes.

Step 4: Design Pulse Protocol

General Principles
  • Pulse width: 1-10 ms for fast excitatory opsins; 5-25 ms for slower or inhibitory opsins (Mattis et al., 2012)
  • Frequency: Must not exceed the opsin's temporal fidelity limit
  • Duty cycle: Balance activation efficacy against heating; keep below 40% for sustained protocols at moderate power (Stujenske et al., 2015)
  • Ramp-down for inhibition: When ending sustained inhibitory light, ramp down over 500 ms to 1 s to avoid rebound excitation (Mahn et al., 2016)
Frequency Limits by Opsin
OpsinMax Reliable Spike RateNotes
ChR2 (H134R)~30-40 Hz sustainedFails above gamma range in sustained trains (Mattis et al., 2012)
ChETA~100-200 HzReduced photocurrent trade-off (Gunaydin et al., 2010)
ChrimsonR~20-30 HzSlower kinetics than ChR2 (Klapoetke et al., 2014)
ChRmine~50 Hz (80 Hz with hsChRmine)Large photocurrent compensates for slower kinetics (Marshel et al., 2019)
Chronos~100 HzFastest known excitatory opsin (Klapoetke et al., 2014)

Step 5: Fiber Optic Specifications

ParameterStandard ValueRationale
Core diameter200 um (mice), 200-400 um (rats/primates)Balances illumination volume vs. tissue damage (Aravanis et al., 2007)
Numerical aperture (NA)0.22 or 0.390.22 for focused beam; 0.39 for wider illumination
Fiber typeMultimode step-indexStandard for optogenetics (Sparta et al., 2012)
Ferrule diameter1.25 mm (standard) or 2.5 mmCompatibility with patch cables and commutators

Placement rule: Position the fiber tip 200-500 um above the target region to allow light cone to cover the structure while avoiding mechanical damage to the target itself (Yizhar et al., 2011).

Step 6: Control Conditions

A rigorous optogenetic experiment requires AT MINIMUM three of the following controls (Fenno et al., 2011):

ControlWhat It Rules OutImplementation
Opsin-negative + lightHeating, visual, auditory artifacts from lightInject control virus (e.g., AAV-hSyn-eYFP), deliver identical light
Opsin-positive + no lightEffects of viral expression aloneImplant fiber, run behavioral protocol without laser
Wavelength controlNon-specific photic effectsDeliver light at a wavelength outside the opsin's activation spectrum
Fiber implant onlyMechanical damage effectsImplant fiber without virus injection
Within-subject light-off epochsTemporal confoundsInterleave light-on and light-off trials within sessions

The single most common critique of optogenetic studies is inadequate controls. The opsin-negative + light control is non-negotiable (Fenno et al., 2011).

Common Pitfalls and Domain-Specific Warnings

1. Depolarization Block (Silencing When You Intend to Activate)

At high ChR2 expression levels or with prolonged/high-frequency stimulation, excessive cation influx causes sustained depolarization that inactivates sodium channels, STOPPING action potentials (Herman et al., 2014; Lin et al., 2009). This is especially dangerous with interneurons, which enter depolarization block more readily than pyramidal cells.

Signs: Loss of spiking after initial pulses in a train; behavioral effect opposite to prediction. Prevention: Limit pulse width to 1-5 ms; keep frequency at or below 40 Hz for ChR2; titrate expression levels; use ChETA for high-frequency applications.

2. Tissue Heating Artifacts

Continuous illumination at high power heats tissue, altering neuronal firing even without opsin expression (Owen et al., 2019; Christie et al., 2013). Blue light (473 nm) is worse than red (638 nm) for heating.

Prevention: Use pulsed (not continuous) light; keep duty cycle below 40% at moderate power; use temperature modeling (Stujenske et al., 2015); always include opsin-negative light controls.

3. Viral Expression Toxicity

High viral titers (>1e13 vg/mL) can cause cytotoxicity, especially with prolonged expression times (>8 weeks) (Miyashita et al., 2013). Overexpression of membrane proteins disrupts normal cell physiology.

Prevention: Use titers of 1e12 to 5e12 vg/mL for standard applications; check for cell health at the injection site post-mortem; limit expression time to 3-6 weeks for most applications.

4. Backpropagation of Light Along Fibers

Light can scatter back up the fiber and illuminate unintended brain regions above the target. This is especially problematic for superficial targets near the brain surface.

Prevention: Use opaque ferrule sleeves; verify illumination volume with computational modeling; consider tapered fibers for focal illumination.

5. Antidromic Activation with Axonal Opsins

When inhibitory opsins (especially GtACR2, not soma-targeted) are expressed in axons, blue light can cause depolarization at the axon initial segment, producing paradoxical excitation (Mahn et al., 2018).

Prevention: Use soma-targeted variants (stGtACR2) for inhibition; avoid illuminating axon terminals with anion channelrhodopsins; verify with electrophysiology.

6. Chloride Loading with Halorhodopsin

Prolonged eNpHR3.0 activation loads neurons with chloride, shifting the GABA-A reversal potential and causing rebound excitation upon light offset (Raimondo et al., 2012).

Prevention: Limit continuous NpHR activation to <15 seconds; use pulsed protocols for longer inhibition; consider anion channels (stGtACR2) for sustained inhibition.

Viral Vector Quick Reference

SerotypeTropismOnsetSpreadUse Case
AAV1Broad neuronal1-2 weeksLargeGeneral transduction (Aschauer et al., 2013)
AAV2Neuronal (restricted)2-4 weeksSmallPrecise local targeting
AAV5Neurons + glia2-4 weeksModerateUse with neuron-specific promoter
AAV8Broad neuronal1-2 weeksLargeDeep brain structures
AAV9Broad, crosses BBB1-2 weeksLargeSystemic delivery, broad transduction
AAVrgRetrograde neuronal2-4 weeksProjection-specificCircuit-specific targeting (Tervo et al., 2016)

Always use a neuron-specific promoter (hSyn, CaMKII) with AAV1/5/8/9, as ubiquitous promoters (CMV, CAG) will also transduce glia (Aschauer et al., 2013).

Standard injection volume: 200-500 nL per site in mice; 1-2 uL per site in rats (Cetin et al., 2006). Standard titer: 1e12 to 5e12 vg/mL (Miyashita et al., 2013). Wait for expression: Minimum 2-3 weeks post-injection; optimal at 3-6 weeks for most AAVs.

Protocol Assembly Checklist

Before finalizing a protocol, verify:

  • Opsin matches the manipulation type (excitation/inhibition/bistable)
  • Wavelength matches the opsin's absorption spectrum (+/- 20 nm)
  • Power density is within the opsin's effective range but below heating threshold
  • Pulse frequency does not exceed the opsin's temporal fidelity
  • Duty cycle is below 40% for sustained protocols at moderate-to-high power
  • Fiber is positioned 200-500 um above target
  • At least opsin-negative + light control is planned
  • Viral titer is in the 1e12-5e12 vg/mL range
  • Expression time is 3-6 weeks (not <2 weeks, not >8 weeks without toxicity check)
  • Post-hoc histology is planned to verify expression and fiber placement

Key References

  • Aravanis, A. M. et al. (2007). An optical neural interface: in vivo control of rodent motor cortex. *J. Neural Eng.*, 4(3), S143-S156.
  • Boyden, E. S. et al. (2005). Millisecond-timescale, genetically targeted optical control of neural activity. *Nat. Neurosci.*, 8(9), 1263-1268.
  • Chow, B. Y. et al. (2010). High-performance genetically targetable optical neural silencing by light-driven proton pumps. *Nature*, 463, 98-102.
  • Deisseroth, K. (2015). Optogenetics: 10 years of microbial opsins in neuroscience. *Nat. Neurosci.*, 18(9), 1213-1225.
  • Fenno, L., Yizhar, O. & Deisseroth, K. (2011). The development and application of optogenetics. *Annu. Rev. Neurosci.*, 34, 389-412.
  • Gunaydin, L. A. et al. (2010). Ultrafast optogenetic control. *Nat. Neurosci.*, 13(3), 387-392.
  • Hochbaum, D. R. et al. (2014). All-optical electrophysiology in mammalian neurons. *Nat. Methods*, 11, 825-833.
  • Klapoetke, N. C. et al. (2014). Independent optical excitation of distinct neural populations. *Nat. Methods*, 11, 338-346.
  • Mahn, M. et al. (2018). High-efficiency optogenetic silencing with soma-targeted anion-conducting channelrhodopsins. *Nat. Commun.*, 9, 4125.
  • Marshel, J. H. et al. (2019). Cortical layer-specific critical dynamics triggering perception. *Science*, 365(6453), eaaw5202.
  • Mattis, J. et al. (2012). Principles for applying optogenetic tools derived from direct comparative analysis of microbial opsins. *Nat. Methods*, 9, 159-172.
  • Stujenske, J. M. et al. (2015). Modeling the spatiotemporal dynamics of light and heat propagation for in vivo optogenetics. *Cell Rep.*, 12(3), 525-534.
  • Yizhar, O. et al. (2011). Optogenetics in neural systems. *Neuron*, 71(1), 9-34.

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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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