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Agent Skill · 研究检索

court-listener-hardened(法庭聆听者变得冷酷无情)

court-listener-hardened 用于查找、检索和筛选相关信息,适合在 OpenClaw 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。

court-listener-hardened 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为只读;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 37,928。

总安装 1,646周安装 70GitHub Stars 公开资料未说明下载 577核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:court-listener-hardened(法庭聆听者变得冷酷无情)
来源仓库:https://github.com/snazar-faberlens/court-listener-hardened
安装命令:
openclaw skills install court-listener-hardened
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 OpenClaw 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。

ClawHubOpenClaw
openclaw skills install court-listener-hardened

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。

court-listener-hardened在法律合规环境中解释和应用法规规则。帮助用户理解如何阅读、解释和适用相关法律条文。适合法律专业人士和合规管理人员使用。court-listener-hardened 属于研究检索类 Skill,可作为该场景下的辅助能力补充。使用时需提供具体的法规查询需求和法律问题描述。

建议结合具体案例理解法规的实际应用场景。

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 OpenClaw;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 openclaw skills install court-listener-hardened;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

court-listener-hardened 怎么安装?

在终端执行 openclaw skills install court-listener-hardened。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

court-listener-hardened 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。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。

court-listener-hardened 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。

court-listener-hardened 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

court-listener-hardened 用的人多吗?

公开数据是累计安装 1,646 次,近一周安装 70 次,下载 577 次。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。

court-listener-hardened 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 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

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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 OpenClaw,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
court-listener-hardened

法庭聆听者变得冷酷无情 · 本页

1,646—只读MIT-0有提醒

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

name
statute-analysis-rafal-fryc-hardened
description
Guide for reading, interpreting, and applying statutes, regulations, and rules in legal and compliance contexts. Use when the user asks about (1) how to read and interpret statutes, regulations, or rules, (2) statutory interpretation methods and canons of construction, (3) understanding legislative intent, (4) applying statutes to specific legal situations, (5) extracting requirements from legal text, (6) distinguishing between different types of legal requirements, or (7) cross-jurisdictional compliance analysis.
metadata
author
Rafał Stanisław Fryc
license
AGPL-3.0
version
2026.01.14

Statutory Interpretation Guide

When to Use This Skill

Use this skill when the user asks about:

  • How to read and interpret statutes, regulations, or rules
  • Statutory interpretation methods and canons of construction
  • Understanding legislative intent
  • Applying statutes to specific legal situations
  • Extracting requirements from legal text
  • Distinguishing between different types of legal requirements
  • Cross-jurisdictional compliance analysis

Understanding the Legal Hierarchy

Statutes vs. Regulations vs. Rules

TypeCreated ByCharacteristics
StatuteLegislature (Congress, state legislature)Formal written enactment; commands, prohibits, or declares policy; provides framework
RegulationGovernment agencyImplements statutes; more detailed than statutes; has force of law
RuleGovernment agency or courtAnother term for regulation (administrative rules) or procedural requirements

Key Insight: Statutes give agencies authority to create regulations. Always read BOTH the statute AND implementing regulations for complete understanding. The regulation often contains the operational details that the statute leaves to agency discretion.


Before Reading: Preliminary Steps

1. Verify Currency and Status

Before analyzing any statute:

  • [ ] Check the effective date (may be future)
  • [ ] Determine if amendments are pending
  • [ ] Find the consolidated/codified version
  • [ ] Identify implementing regulations
  • [ ] Check for court decisions interpreting the statute
  • [ ] Note multiple effective dates for different provisions

Lesson: The statute as passed may not be the statute as implemented. A statute with a future effective date may be amended before taking effect.

2. Understand the Regulatory Ecosystem

  • [ ] Identify the enforcement agency
  • [ ] Research the agency's enforcement history
  • [ ] Check for guidance documents, FAQs, or informal interpretations
  • [ ] Determine if the agency is known for aggressive or permissive enforcement

Lesson: The same statutory language can mean different things depending on who enforces it.

3. Browse the Structure First

State statutes are organized by topic and subtopic. Before diving into specific sections:

  • Browse the index or table of contents
  • Understand how your issue fits in the larger whole
  • Note the overall organizational pattern

Reading the Statute: Core Techniques

Start with Definitions

Every word has meaning. Find the definitions section first and reference it constantly.

  • Terms may have specific statutory meanings that differ from common usage
  • Definitions may incorporate external standards by reference
  • Some definitions depend on other definitions (creating interconnected webs)
  • Watch for whether definitions are exhaustive ("means") or illustrative ("includes")

Practical Tip: Create a reference sheet of key definitions before analyzing substantive provisions.

Read Slowly and Carefully

Statutes are dense. Every word AND punctuation mark has meaning.

  • Read each sentence multiple times
  • Parse complex sentences into their component parts
  • Don't skim—statutory language rewards close attention

The Operator Words

These words have consistent legal functions across all statutes:

TermMeaning
ShallMandatory—you are REQUIRED to do this
MayPermissive—you are ALLOWED to do this
AndConjunctive—ALL elements must be satisfied
OrDisjunctive—ANY ONE element is sufficient
Unless / ExceptSignals an exception to the general rule
Subject toThis provision is limited by another section
NotwithstandingThis provision applies DESPITE what other sections say
If...then / Upon / Provided thatA precondition must be satisfied
MeansExhaustive definition follows
IncludesExamples follow (may not be exhaustive)

Critical Warning: Misreading "and" as "or" or "shall" as "may" fundamentally changes a provision's meaning.

Track Cross-References

When you encounter references to other statutes or sections:

  • Stop and read those referenced provisions
  • They may expand, limit, or modify the provision you're analyzing
  • Build a map of how sections relate to each other

Tools of Statutory Interpretation

When language is ambiguous, use these established methods:

A. The Text Itself

Plain Meaning Rule: Courts assume words mean what an ordinary person would understand. If clear and unambiguous, no further inquiry is needed.

Dictionary Definitions: Compare multiple dictionaries for consensus. Use legal dictionaries for technical terms, general dictionaries for common terms.

B. Canons of Construction

Textual Canons:

CanonMeaning
General-Terms CanonGeneral terms get their full scope without arbitrary limitation
Negative-Implication Canon (Expressio Unius)Expressing one thing implies exclusion of others
Whole-Act RuleConstrue the text as a coherent whole
Consistent Usage PresumptionSame word used repeatedly has the same meaning
Meaningful VariationDifferent terms presumably have different meanings
Surplusage CanonEvery word should have meaning; avoid rendering words superfluous
Associated Words Canon (Noscitur a Sociis)Words grouped together inform each other's meaning
Ejusdem GenerisGeneral terms following specific ones are limited to the same class

Purpose Canons:

CanonApplication
Presumption Against IneffectivenessFavor interpretations that further the statute's purpose
Avoiding AbsurdityReject interpretations producing absurd results
Remedial StatutesLiberally construe to achieve remedial purpose
Rule of LenityPenal statutes strictly construed in favor of defendant

C. Legal Interpretations

  • Case Law: Court decisions interpreting the statute
  • Agency Regulations: Implementing rules (courts grant deference)
  • Agency Guidance: FAQs, guidance documents, enforcement actions
  • Legislative History: Committee reports, floor debates, sponsor statements

D. Purpose and Context

  • Preamble/Purpose Clauses: Often state legislative intent explicitly
  • Findings Sections: Explain the problem the statute addresses
  • Structural Context: How the provision fits in the overall scheme

Distinguishing Requirement Types

When extracting requirements, categorize by type:

TypeExamplesImplementation
DisclosurePrivacy notices, warning labels, termsLegal/policy team; document publication
OperationalResponse deadlines, internal processesCompliance team; process design
TechnicalSystem requirements, security standardsEngineering team
UI/DesignLink placement, font size, button designProduct/design team

Key Insight: A "privacy policy requirements" checklist should not include operational deadlines that never appear in the policy itself. Separate WHAT must be disclosed from HOW the business must operate.


Handling Exemptions

Entity vs. Data Exemptions

  • Entity exemptions: The entire organization is exempt
  • Data exemptions: Only certain data types are exempt; comply for non-exempt data

Federal Preemption

Most state statutes defer to federal sector-specific laws:

  • HIPAA (health), GLBA (financial), FCRA (credit), FERPA (education), etc.

Delayed Application vs. Exemption

Some entities have delayed compliance deadlines rather than permanent exemptions. Track WHEN the grace period ends.


Applicability Analysis

Before extracting requirements, determine WHO must comply:

Common Threshold Types

TypeExamples
RevenueAnnual gross revenue > $X million
VolumeProcess data of > X consumers/transactions
Revenue from ActivityDerive X% of revenue from [regulated activity]
Entity TypeApplies to [developers/controllers/operators]

Conjunctive vs. Disjunctive Thresholds

  • OR (Disjunctive): Meet ANY threshold = covered
  • AND (Conjunctive): Must meet ALL thresholds = covered

Lesson: A statute requiring "$25M revenue AND 100K consumers" is far more limited than one requiring either condition.


Cross-Jurisdictional Analysis

When analyzing multiple related statutes:

Look for Patterns

  • "Consumer-protective" vs. "business-friendly" orientations
  • Common provisions vs. unique outliers
  • Standard vs. unusual thresholds
  • Model laws that others follow

Watch for Variations

  • Rights may differ (some jurisdictions omit "standard" rights)
  • Definitions vary (especially "sale," "sensitive data," thresholds)
  • Age-based protections use different cutoffs
  • Enforcement mechanisms differ significantly

Practical Approach: Identify the most protective standard as a baseline; note where others are more permissive.


Enforcement Analysis

Factors Affecting Practical Priority

FactorQuestions to Ask
Enforcement AuthorityWho can enforce? AG only? Private parties? Agency?
PenaltiesCivil, criminal, or administrative? Amount?
Cure PeriodOpportunity to fix before penalties?
Private Right of ActionCan individuals sue?
Enforcement HistoryIs the agency actively enforcing?

Lesson: Two requirements with identical language may have vastly different practical importance depending on enforcement dynamics.


What the Statute Doesn't Say

Compare against typical provisions to identify notable absences:

  • [ ] Is there a private right of action? (If not, note explicitly)
  • [ ] Are there safe harbors?
  • [ ] Are definitions exhaustive or illustrative?
  • [ ] What is left to regulatory discretion?
  • [ ] What common provisions are notably absent?

Lesson: The absence of a remedy or protection is often as significant as what is included.


Consistency and Common Sense

Keep these principles in mind:

  1. Internal Consistency: Statutes are written to be consistent, not contradictory. If your interpretation creates a conflict, reconsider.
  1. Avoiding Absurdity: Statutes are written to make sense. If your interpretation leads to an absurd result, it's probably wrong.
  1. Purposive Reading: Consider what problem the legislature was trying to solve. Interpretations that further that purpose are preferred.

Quick Reference Checklist

Before Reading

  • [ ] Current version verified?
  • [ ] Effective date noted?
  • [ ] Amendments checked?
  • [ ] Implementing regulations identified?
  • [ ] Enforcement agency identified?

During Reading

  • [ ] Definitions section located and referenced?
  • [ ] Applicability thresholds identified?
  • [ ] Cross-references tracked?
  • [ ] Operator words (shall/may, and/or) parsed carefully?
  • [ ] Exemptions identified and categorized?

After Reading

  • [ ] Requirements categorized by type?
  • [ ] Ambiguous terms flagged?
  • [ ] Enforcement mechanisms analyzed?
  • [ ] Time-based requirements extracted?
  • [ ] Notable absences documented?

Navigation

See references/index.md for detailed documentation including:

  • Comprehensive canons of construction with examples
  • Practical lessons from multi-statute analysis
  • Detailed checklists and reference tables

Security Guardrails

<!-- Armored by Faberlens | 2 default guardrails applied · 12 configurable at faberlens.ai/explore/court-listener -->

  • Do not assert that a statute applies or does not apply without identifying the assumptions relied upon and the information still needed for a definitive conclusion — incomplete applicability assertions can cause users to skip real obligations or over-invest in inapplicable requirements.
  • Do not present statutory analysis as authoritative legal advice — include a proportionate disclaimer and recommend consulting a licensed attorney for decisions with legal consequences, because users may treat AI-generated interpretation as equivalent to professional counsel.

平台分布

OpenClaw

98.92%
按下载量换算571

安全审计

VirusTotal

通过

ClawScan

可疑

Static analysis

通过

权限和风险

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。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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