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Adaptive Suite
by
MarjorieBroad
· GitHub ↗
· v1.0.0
· MIT-0
59
Downloads
0
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0
Active Installs
1
Versions
Install in OpenClaw
/install mar-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 N...
Usage Guidance
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.
Capability Tags
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install mar-adaptive-suite - After installation, invoke the skill by name or use
/mar-adaptive-suite - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Adaptive Suite?
A continuously adaptive skill suite that empowers Clawdbot to act as a versatile coder, business analyst, project manager, web developer, data analyst, and N... It is an AI Agent Skill for Claude Code / OpenClaw, with 59 downloads so far.
How do I install Adaptive Suite?
Run "/install mar-adaptive-suite" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Adaptive Suite free?
Yes, Adaptive Suite is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Adaptive Suite support?
Adaptive Suite is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Adaptive Suite?
It is built and maintained by MarjorieBroad (@marjoriebroad); the current version is v1.0.0.
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