A Comprehensive Introduction to the Technical Refinery Examining Shared Skills and Gem Designs Through Operation 31 (Capacity, Improvement, and R&D Analysis) and Operation 32 (Logical Stress Test), Including the Skills Documentation Page and Direct Downloadable SKILL.md Folder Information
Aydın Tiryaki
In the modern AI agent ecosystem, drafting system instructions (Skills and Gem texts) is only the first step; thoroughly verifying their logical consistency, operational capacity, potential rule conflicts, and cross-platform limits before deployment is equally critical. ATG3 Analysis Workshop (Skills Edition) is a specialized technical refinery designed to lighten the analytical workload of the main ATG Gem Factory by examining shared full Skills/Gem texts within a structured, isolated review environment.
Updated to v3.20 and aligned with the ATG workshop numbering architecture under the name ATG3 Analysis Workshop, the system executes all analytical workflows using operation numbers matched to workshop number 3 (Operation 31 and Operation 32):
- Passive Data Isolation and Workflow Consistency: Every target Skills or Gem text shared with the Workshop is treated strictly as static documentation for analysis rather than an executable command set. This guarantees that the Workshop’s own analytical rules remain uninterrupted throughout the evaluation process.
- 🔬 Operation 31 — Advanced Analysis and Strategic Foresight (Report): Maps the working capacity and functional potential of the loaded Skills/Gem text in structured points, scans for technical improvements ranging from typography to logical gaps, and outlines a strategic R&D roadmap for future evolution.
- ⚡ Operation 32 — Logical Stress Test (Report): Scans the instruction set for internal contradictions, paradoxes, and edge-case vulnerabilities, consolidating all stability recommendations into a single, easy-to-copy report block.
- Cross-Platform Limit Management and Sandbox Preview: Evaluates character and architectural limits across Gemini, ChatGPT, Claude, Grok, and Meta platforms, while offering an interactive Sandbox mode for live rehearsal of the target design.
Technical Identity and Version Information:
- Product Name (EN / TR): ATG3 Analysis Workshop / ATG3 Değerlendirme Atölyesi
- Version and Repository ID:
v3.20│gdn059│GemStat:1 (In Development) - Character Distribution (EN): Title: 22 │ Description: 964 │ Instructions: 7671 │ Total: 8657 characters
- 📄Skills Documentation Page: https://aydintiryaki.org/2026/06/19/gdn059/
Google Drive Folder Link and SKILL.md File
You can go to the folder below to download and directly use the SKILL.md file from this folder. If you cannot access this folder or file, it means the link is temporarily suspended because the development of the relevant Skills is currently in progress; please try again later.
📁 Google Drive Folder Path (EN): https://drive.google.com/drive/folders/1RGdJeZh_M2Kmy3tcPZrcb3f6ZNdty1rX
Note: You can make your own developments and edits on the SKILL.md file you obtain from here. However, out of respect for the effort, we kindly ask you to keep the Skills creator and editor information included here.
The ATG3 Analysis Workshop (Skills Edition) v3.20 design introduced in this article was designed and developed by Aydın Tiryaki using ATG Gem Factory (Skills Edition) v14.14, and all content, architectural approaches, and views in the article belong to the author; the editorial and writing assistance of the article was carried out by the active AI model Gemini 3.1 Pro (Standard thinking level) in coordination with ATG1 Prompt Workshop v01.13 and ATG8 Document Workshop v01.18 in Türkiye (02.11.2026 08:05).
| aydintiryaki.org | YouTube | Aydın Tiryaki’nin Yazıları ve Videoları │Articles and Videos by Aydın Tiryaki | Bilgi Merkezi│Knowledge Hub | ░ Virgülüne Dokunmadan │ Verbatim ░ | ░ ATG3 Değerlendirme Atölyesi │ATG3 Analysis Workshop (Gemini Skills) ░ 02.11.2026
