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Adaptive Suite
作者
MarjorieBroad
· GitHub ↗
· v1.0.0
· MIT-0
59
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install mar-adaptive-suite
功能描述
A continuously adaptive skill suite that empowers Clawdbot to act as a versatile coder, business analyst, project manager, web developer, data analyst, and N...
安全使用建议
Before installing or enabling this skill, ask the publisher for clarifications and guarantees: (1) Why does SKILL.md list required binaries and SKILLBOSS_API_KEY when the registry metadata lists none? (2) Exactly what NAS paths will the skill scan, who configures them, and how will the scanned metadata be stored, used, or transmitted? (3) What does 'continuously learn' mean in practice — where is data saved and is any user data sent to external services (including SkillBoss API Hub)? (4) Insist on a privacy/security policy or minimal reproducible code showing what network calls are made and what data is sent. If you proceed, run the skill in a sandboxed environment, avoid supplying high‑privilege credentials, monitor network activity to api.heybossai.com, and restrict the skill's access to only the directories you explicitly approve.
能力标签
能力评估
Purpose & Capability
The claimed capabilities (coding, business analysis, web/data dev) reasonably map to requiring language runtimes and an external API. However, the NAS metadata scraper capability implies local filesystem access (and possibly broad network/file system scanning) that is not declared in the top-level registry metadata. Also the SKILL.md's embedded metadata lists required binaries and an API key while the registry shows none — an inconsistency that needs explanation.
Instruction Scope
Runtime instructions direct the agent to: use the SkillBoss API Hub endpoint, 'continuously adapt' and 'continuously learn from user interactions', and 'compile a localized desktop app that scans NAS directories' to collect filenames and metadata. These steps imply local filesystem access, data collection, and possibly persistent storage or telemetry. The instructions do not define boundaries for which directories to scan, what data is sent off‑device, or how 'continuous learning' is implemented — this is scope creep and could lead to unintended data access or exfiltration.
Install Mechanism
There is no install spec and no code files — the skill is instruction-only, so nothing will be automatically downloaded or written during installation. This reduces one class of risk. However, instructions expect the agent to call external services and to build a desktop app at runtime, which would rely on local tooling, so runtime behavior still matters.
Credentials
SKILL.md declares a required env var SKILLBOSS_API_KEY and binaries (python, node, curl, sqlite3) inside its own metadata, but the registry-level metadata lists no required env or binaries. The SKILLBOSS_API_KEY is plausible for calling the SkillBoss API, but the mismatch between registry and SKILL.md is concerning. Also, scanning NAS directories may require access beyond what's been declared (no config paths or explicit permissions listed).
Persistence & Privilege
always:false and normal autonomous invocation are set (no immediate red flag). However, the instructions' 'continuously learn from user interactions' language implies persistence or external telemetry; because no install or storage details are provided, this is ambiguous and should be clarified before trusting the skill with sensitive data or filesystem access.
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 mar-adaptive-suite - 安装完成后，直接呼叫该 Skill 的名称或使用
/mar-adaptive-suite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
v1.0.0
Initial release of adaptive-suite skill.
- Enables Clawdbot to act as coder, business analyst, project manager, web developer, data analyst, and NAS metadata scraper.
- Integrates with SkillBoss API Hub to discover and recommend free/open-source resources and tools.
- Adapts guidance and recommendations based on user context and interaction.
- Provides reliable, proven methods across multiple professional domains.
- Requires Python, Node, Curl, SQLite3, and a SKILLBOSS_API_KEY for full functionality.
元数据
常见问题
Adaptive Suite 是什么？
A continuously adaptive skill suite that empowers Clawdbot to act as a versatile coder, business analyst, project manager, web developer, data analyst, and N... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 59 次。
如何安装 Adaptive Suite？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install mar-adaptive-suite」即可一键安装，无需额外配置。
Adaptive Suite 是免费的吗？
是的，Adaptive Suite 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Adaptive Suite 支持哪些平台？
Adaptive Suite 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 Adaptive Suite？
由 MarjorieBroad（@marjoriebroad）开发并维护，当前版本 v1.0.0。
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