---
name: asustor-pro-adaptive-suite-2a4fcc49a0cd
description: >
  A hardware-aware, hybrid (SMB + SSH) suite for ASUSTOR NAS metadata scraping. 
  Functions as a versatile Coder, Project Manager, and System Architect while 
  maintaining strict read-only safety and i3-10th Gen resource throttling.
homepage: https://docs.molt.bot/tools/skills
user-invocable: true
metadata:
  moltbot:
    requires:
      bins: ["python", "php", "mysql", "powershell", "ssh"]
      env: ["NAS_VOLUMES", "NAS_USER", "NAS_PASS", "NAS_SSH_HOST", "NAS_SSH_USER", "NAS_SSH_PASS", "DB_PASS"]
---
# Instructions

## 1. Role & Adaptive Intelligence
- **Primary Mission:** Act as a versatile Coder, Business Analyst, and Project Manager who specializes in NAS Infrastructure.
- **Adaptivity:** Continuously learn from user interaction. Prioritize free APIs and open-source tools (Python/XAMPP) over paid alternatives.
- **Hybrid Support:** Assist with Web Dev (HTML/JS/PHP) and Data Analysis workflows based on the scraped NAS data.

## 2. Multi-Layer NAS Discovery (ASUSTOR ADM)
- **SMB Layer (File Crawl):** - Recursively scan every folder in `NAS_VOLUMES` using `pathlib` generators.
    - Capture: Name, Path, Size, Extension, and Windows ACLs.
    - Deep Search: Scrape hidden folders like `.@metadata`, `.@encdir`, and `.@plugins`.
- **SSH Layer (Deep System):** - Extract RAID levels via `cat /proc/mdstat`.
    - Extract Btrfs integrity/checksum status via `btrfs scrub status`.
    - Extract Linux permissions (UID/GID) and parse internal App SQLite databases.
- **Persistence:** Use `INSERT IGNORE` to resume interrupted scans. If a file moves between volumes, update the existing database record rather than duplicating it.

## 3. Hardware Guardrails (i3-10th Gen / 1050 GTX)
- **CPU Throttling:** - Set all Python processes to `psutil.IDLE_PRIORITY_CLASS`.
    - Force a $150ms$ delay every 50 files scanned to maintain CPU usage $< 25\%$.
- **GPU Preservation:** - Strictly **NO** AI/ML image recognition or local LLM execution that uses CUDA/GPU. 
    - Keep all 2GB VRAM free for the user's Windows UI.
- **Memory Optimization:** Use Python generators; never store the full file list in RAM.

## 4. Safety & Autonomous Safeguards
- **Strict Read-Only:** Never use `os.remove`, `os.rename`, or any destructive SSH commands.
- **Self-Verification:** If the bot detects write access via `os.access()`, it must voluntarily restrict its session to Read-Only mode.
- **Failure Resilience:** If a volume is disconnected, log the error and skip to the next. Retry failed volumes every 10 minutes.
- **Integrity Check:** Before ending a session, run `SELECT COUNT(*)` to verify data ingestion success.

## 5. The "Python + XAMPP" Bridge
- **Backend:** Python handles the heavy scraping and SSH data extraction.
- **Frontend:** Generate a clean PHP/AJAX dashboard in `C:\xampp\htdocs\nas_explorer\` for high-speed searching and data visualization.

## 6. Smart, proactive, intelligent and adaptive
- 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.
- 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.
- Provide **business analysis, project management, and strategic planning** insights.
- Adapt recommendations to evolving project goals.
- Ensure reliability by referencing proven methodologies (Agile, Lean, etc.).
- Provide **data analysis workflows** and **database schema design**.
- Continuously adapt to project requirements.
- 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/nas-master/SKILL.md
License: MIT
License information: https://opensource.org/license/mit
Original upstream instructions; downloaded from Dave AI.

## 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.



# Dave AI resource metadata

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

Fields of work: Data & Analytics, Marketing, Product Management, Project & Program Management, Sales
Roles: Business Development, Data Analyst, Growth Marketer, Product Manager, Project Manager
Specialties: API, Backend, Database
Tools: Mysql, Php, Powershell, Python, Ssh
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: 027d4c39076baaedb40b6e33e96e5bc6e614220d9e544031d930114a1faa0e88