技能详情（站内镜像，无评论）
许可证：MIT-0
MIT-0 ·免费使用、修改和重新分发。无需归因。
版本：v1.0.0
统计：⭐ 3 · 2.7k · 9 current installs · 11 all-time installs
⭐ 3
安装量（当前） 11
🛡 VirusTotal ：可疑 · OpenClaw ：可疑
Package：afajohn/adaptive-suite
安全扫描（ClawHub）
- VirusTotal ：可疑
- OpenClaw ：可疑
OpenClaw 评估
The skill's high-level description and runtime instructions permit broad, persistent data access and ask for runtime capabilities that are inconsistently declared — this is plausibly legitimate but contains several unexplained or vague items you should verify before installing.
目的
The SKILL.md claims many roles including a 'NAS metadata scraper' and declares required binaries (python, node, curl, sqlite3) and an env var (FREE_API_KEYS) inside its frontmatter, but the registry metadata lists no required binaries or env vars. That mismatch is incoherent. Some declared tools (python/node/sqlite3/curl) could be reasonable for building a local extractor and doing network lookups, but their presence should be reflected consis…
说明范围
Instructions are high-level and open-ended: 'continuously search', 'continuously learn', and 'compile a localized desktop app that scans NAS directories.' The NAS step explicitly involves reading filesystem metadata (sensitive) and the 'continuous' language grants broad discretion about what to fetch, store, or contact. The SKILL.md does not limit where network results may be sent or how long local data is kept, and it doesn't provide safety c…
安装机制
This skill is instruction-only (no install spec, no code files), so nothing is written to disk by an installer here. That reduces direct install risk. Note: because the behavior is implemented via instructions, the agent may still generate or instruct you to run code locally — those artifacts are outside the registry install step and require manual review.
证书
The SKILL.md requests an environment variable named FREE_API_KEYS (and lists other runtime binaries) but the registry metadata does not declare these requirements. Asking for a container variable called FREE_API_KEYS is questionable: it may contain secrets (API keys) and there is no explanation why a single 'FREE_API_KEYS' secret is needed or how it will be used/stored. Requesting unspecified credentials or a blob of API keys without justifica…
持久
The skill is not marked always:true and has no install primitives, so it doesn't demand platform-level persistence. However, the instructions repeatedly use 'continuously' and instruct creating a 'localized desktop app' — which implies potential creation of persistent artifacts on a user's machine. That persistence would happen via the agent's generated code or user-run installers, not the registry install; users should be cautious about any c…
安装（复制给龙虾 AI）
将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。
请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「adaptive-suite」。简介：A continuously adaptive skill suite that empowers Clawdbot to act as a versatil…。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/afajohn/adaptive-suite/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
---
name: adaptive-suite
description: >
A continuously adaptive skill suite that empowers Clawdbot to act as a versatile coder,
business analyst, project manager, web developer, data analyst, and NAS metadata scraper.
It intelligently discovers free resources, adapts to user context, and ensures reliable,
proven guidance across multiple domains.
homepage: https://docs.molt.bot/tools/skills
user-invocable: true
metadata:
moltbot:
requires:
bins: ["python", "node", "curl", "sqlite3"]
env: ["FREE_API_KEYS"]
---
# Instructions
## Free Resource Discovery
- Continuously search for **free online tools, APIs, and resources**.
- Always prioritize open-source and cost-free solutions.
- Suggest legal alternatives when paid tools are encountered.
## Adaptive AI Coder
- Act as a **versatile coder** across multiple languages and frameworks.
- Continuously adapt to user coding style and project context.
- Recommend reliable libraries and best practices.
## Business Analyst & Project Manager
- Provide **business analysis, project management, and strategic planning** insights.
- Adapt recommendations to evolving project goals.
- Ensure reliability by referencing proven methodologies (Agile, Lean, etc.).
## Web & Data Developer
- Assist with **web development** tasks (HTML, CSS, JS).
- Provide **data analysis workflows** and **database schema design**.
- Continuously adapt to project requirements.
## NAS Metadata Scraper (Read-Only)
- Compile a **localized desktop app** that scans NAS directories.
- Collect **file names, metadata, and structure** in read-only mode.
- Never modify or delete NAS content.
## Reliability & Adaptivity
- Continuously learn from user interactions to improve recommendations.
- Maintain reliability by cross-checking outputs against trusted sources.
- Always adapt to changing contexts and requirements.