← 返回 Skills 市场
智能需求解读器
作者
samwang-001
· GitHub ↗
· v1.1.1
· MIT-0
136
总下载
0
收藏
0
当前安装
7
版本数
在 OpenClaw 中安装
/install requirement-interpreter
功能描述
智能需求解读技能，通过多级分类和案例匹配帮助用户准确表达需求，并提供标准化交付物清单
安全使用建议
The package appears coherent and self-contained: its files implement classification, interpretation, interview prompts, and delivery-standards as described. Before installing or running it, review the remaining (truncated) script files (optimized_interpreter.py, structured_interview.py and any omitted files) for any network calls, subprocess.exec usage, or code that reads system files or environment variables. Run the skill in a sandboxed environment (non-root, limited permissions) if you plan to execute the scripts, and avoid exposing sensitive data to the skill until you have verified no outbound network or credential usage.
功能分析
Type: OpenClaw Skill
Name: requirement-interpreter
Version: 1.1.1
The requirement-interpreter skill bundle is a legitimate tool designed to help users structure and define project requirements through classification and case matching. Analysis of the Python scripts (main.py, optimized_classifier.py, and optimized_interpreter.py) reveals no evidence of data exfiltration, unauthorized network activity, or malicious execution patterns; the logic relies entirely on local regex matching and a static JSON case library. The markdown files and templates are purely informational and contain no prompt-injection attempts or instructions to bypass security controls.
能力评估
Purpose & Capability
Skill name/description (需求解读、交付物清单) align with the delivered files: classifiers, interpreter, case library, templates, and a delivery-standards module. Required env/config/credentials are none — appropriate for this purpose.
Instruction Scope
SKILL.md describes only classification, case matching, structured interview, and delivery checklists. The runtime entry (scripts/main.py) uses local case_library.json and local modules to produce classification and checklists; the instructions do not ask the agent to read unrelated system files, external config paths, or to exfiltrate data.
Install Mechanism
No install spec provided (instruction-only in registry) and README suggests manual placement under ~/.codebuddy/skills/. No remote downloads or package installs are declared. This is low-risk from an installation perspective.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. The code files inspected reference only local assets (case library, templates, delivery standards) and standard Python modules — requested environment access is proportional to the stated functionality.
Persistence & Privilege
Registry flags: always:false, user-invocable:true, disable-model-invocation:false (normal). No evidence the skill attempts to persistently modify other skills or system-wide agent settings; README instructs manual installation in a user skill directory.
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 requirement-interpreter - 安装完成后，直接呼叫该 Skill 的名称或使用
/requirement-interpreter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
v1.1.1
新增视频制作交付标准；优化关键词匹配逻辑，修复咨询选型场景的匹配问题；添加选型、技术选型等关键词
v1.1.0
新增交付物标准化功能：为各类型需求提供标准化交付物清单，包含必需/可选交付物、文件格式、验收检查清单
v1.0.4
修复代码语法错误，优化功能逻辑
v1.0.3
删除冗余依赖文件，优化技能结构
v1.0.2
修复安全扫描问题，优化技能名称
v1.0.1
修复安全扫描问题：添加入口文件、清理绝对路径、精简文件结构
v1.0.0
Initial release of requirement-interpreter, an intelligent requirement analysis skill driven by multi-level classification, case matching, and personalized interviews.
- Introduces a new architecture powered by a 6-type, 25+ sub-type classification engine with context awareness and confidence evaluation.
- Adds a case library system for smart case matching and best practice extraction by industry.
- Implements a personalized interpreter for full-chain requirement interpretation and adaptive strategy adjustment.
- Supports both auto-triggered and manual invocation scenarios for fuzzy, complex, or industry-specific requirements.
- Retains structured interview and requirement quality analysis features from classic versions.
- Provides ready-to-use templates, checklists, and comprehensive documentation for fast onboarding and customization.
元数据
常见问题
智能需求解读器 是什么？
智能需求解读技能，通过多级分类和案例匹配帮助用户准确表达需求，并提供标准化交付物清单. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 136 次。
如何安装 智能需求解读器？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install requirement-interpreter」即可一键安装，无需额外配置。
智能需求解读器 是免费的吗？
是的，智能需求解读器 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
智能需求解读器 支持哪些平台？
智能需求解读器 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 智能需求解读器？
由 samwang-001（@samwang-001）开发并维护，当前版本 v1.1.1。
推荐 Skills