---
name: adaptive-suite-13b82d4c0bd3
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.

---
Source attribution: kbarbel640-del
Original project: https://github.com/kbarbel640-del/skills/blob/e7e336ac628c3e3bd771aff1aaa469c93778f94a/skills/afajohn/adaptive-suite/SKILL.md
License: MIT
License information: https://opensource.org/license/mit
Original upstream instructions; downloaded from Mega AI Hub.

## Upstream license notice

MIT License

Copyright (c) 2026 clawdbot

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.



# Mega AI Hub resource metadata

Creator / publisher: kbarbel640-del
Original project: https://github.com/kbarbel640-del/skills/blob/e7e336ac628c3e3bd771aff1aaa469c93778f94a/skills/afajohn/adaptive-suite/SKILL.md
Attribution basis: Source repository record

Fields of work: Data & Analytics, Development & Engineering, Project & Program Management, Sales
Roles: Backend Developer, Business Development, Data Analyst, Frontend Developer, Project Manager
Specialties: API, Database
Tools: Curl, Node, Python, Sqlite3
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: 9e809fa60063bb63ec665047b21106b106a77a15c00c46d4f057d8b2c1495fd0