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Self-Improving Legal
作者
José I. O.
· GitHub ↗
· v1.1.0
· MIT-0
108
总下载
0
收藏
0
当前安装
2
版本数
在 OpenClaw 中安装
/install self-improving-legal
功能描述
Captures clause risks, compliance gaps, precedent shifts, contract deviations, regulatory changes, and litigation exposure to enable continuous legal operati...
安全使用建议
This skill appears coherent and implements only local reminders, detectors, and scaffolding for legal learnings — it does not request secrets or call external endpoints. Before installing: 1) Review the scripts (activator.sh, error-detector.sh, extract-skill.sh) yourself to confirm you are comfortable with files they create; 2) Only enable hooks in trusted workspaces (hooks run with agent filesystem permissions and will create/modify files under the workspace); 3) Keep the CRITICAL guidance: do not record privileged attorney-client communications, settlement terms, or case strategy in .learnings/ — the skill relies on you to abstract sensitive content; 4) If you enable the PostToolUse detector, be aware it reads CLAUDE_TOOL_OUTPUT (platform-provided) — do not forward that output verbatim; 5) Prefer enabling the activator only with a matcher filter (so reminders fire for legal-related prompts) if you want to limit noise and exposure; 6) Verify the referenced GitHub repo URL before cloning if you plan to use the manual install path.
功能分析
Type: OpenClaw Skill
Name: self-improving-legal
Version: 1.1.0
The 'self-improving-legal' skill is a framework for legal operations designed to log and categorize contract risks, compliance gaps, and regulatory changes. It utilizes shell scripts (scripts/activator.sh, scripts/error-detector.sh, scripts/extract-skill.sh) and OpenClaw hooks to provide session reminders and scaffold new legal skills. The instructions in SKILL.md and the hooks explicitly prioritize the protection of attorney-client privilege and the abstraction of confidential information. No indicators of malicious intent, data exfiltration, or unauthorized persistence were found.
能力标签
能力评估
Purpose & Capability
The name/description (capture legal learnings, compliance gaps, clause risks) matches the included files: activator and detector scripts, examples, templates, and OpenClaw hook handlers. All scripts and documentation relate to creating/maintaining .learnings files, scaffolding new legal skills, injecting reminders at agent bootstrap, and detecting legal patterns in tool output — functionality expected for a 'self-improving legal' skill. There are no unrelated requirements (no cloud creds, no unrelated binaries).
Instruction Scope
Runtime instructions explicitly tell the agent to create and append to files under a .learnings/ workspace directory and to avoid logging privileged/confidential content. The activator and error-detector are intended to run as hooks (UserPromptSubmit and PostToolUse) and read platform-provided context (CLAUDE_TOOL_OUTPUT, agent event). This scope is appropriate for the stated purpose, but it does involve writing files into the project/workspace and injecting a virtual reminder file at bootstrap — so enable only in trusted environments and ensure operators follow the CRITICAL guidance about privilege/confidentiality.
Install Mechanism
The skill is instruction-only (no install spec). It includes local scripts and hook handlers in the package; there are no remote downloads or extracts performed by the skill itself. SKILL.md suggests cloning from a GitHub URL if installing manually (standard practice). Note: registry metadata listed source as unknown while the README references a GitHub repo; that's a minor metadata mismatch but not indicative of malicious behavior.
Credentials
The skill requires no environment variables or credentials. Scripts read platform-provided context (CLAUDE_TOOL_OUTPUT, event/session context) and write local workspace files — behavior that fits the described functionality. No secrets, API keys, or unrelated config paths are requested.
Persistence & Privilege
always:false and model-invocation is allowed (platform default). Hooks and scripts are opt-in: the user must copy/enable the hook and/or configure .claude/.codex settings to run activator/error-detector commands. When enabled, hooks run with the agent's permissions and can add files to the workspace (including creating skills via extract-skill.sh). This is expected for a workspace-integrated skill, but users should be aware hooks persist in workspace config until disabled and have the same filesystem privileges as the agent.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install self-improving-legal - 安装完成后，直接呼叫该 Skill 的名称或使用
/self-improving-legal触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.1.0
**Version 1.1.0**
- Added stackability contract for multi-skill installations.
- Added namespaced logging guidance (`.learnings/legal/`) for coexistence with other skills.
- Added required `Skill: legal` metadata field and cross-skill precedence/ownership rules.
- Clarified hook arbitration model (single dispatcher, dedupe, rate limiting).
v1.0.0
Self-Improving Legal skill initial release.
- Enables continuous legal operations improvement by logging clause risks, compliance gaps, precedent shifts, contract deviations, regulatory changes, and litigation exposure.
- Strictly prohibits logging privileged, confidential, or case-specific details—abstract all learnings to process-level lessons.
- Guides users to initialize and structure `.learnings/` log files for tracking legal insights, issues, and feature requests.
- Quick-reference tables map common legal scenarios to appropriate log actions and categories.
- Includes integration and promotion instructions for OpenClaw and generic agent setups.
元数据
常见问题
Self-Improving Legal 是什么？
Captures clause risks, compliance gaps, precedent shifts, contract deviations, regulatory changes, and litigation exposure to enable continuous legal operati... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 108 次。
如何安装 Self-Improving Legal？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install self-improving-legal」即可一键安装，无需额外配置。
Self-Improving Legal 是免费的吗？
是的，Self-Improving Legal 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Self-Improving Legal 支持哪些平台？
Self-Improving Legal 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Self-Improving Legal？
由 José I. O.（@jose-compu）开发并维护，当前版本 v1.1.0。
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