This article provides a comprehensive introduction to the macroeconomic analysis architecture, monthly compounding calculation methodology, and real welfare auditing capabilities of the Inflation in Türkiye and the World (Skills Edition) tool; the link to the product’s Skills Documentation Page as well as the Google Drive folder information containing the “SKILL.md” file that anyone can directly download and use on their own system are provided at the end of the text.
Author: Aydın Tiryaki
Inflation figures are frequently presented to the public as simple annual averages or isolated monthly percentages; however, the actual cost of living experienced by households is shaped by the cumulative compounding effect where each month’s price change builds directly upon the previous month’s base. Inflation in Türkiye and the World (Skills Edition) is an advanced macroeconomic analysis engine designed to address this exact reality by cross-analyzing inflation, real GDP growth, and wage adjustments to generate a holistic real welfare report. Rather than displaying numbers as a dry collection of statistics, the system deeply interprets every indicator through the lenses of “Purchasing Power Loss”, “Economic Justice”, and “Trend Flow Over Time”.
Technical Identity and Architectural Structure: Current Version: v1.27 Gem Repository Number (gdn): gdn022 (GemStat: 2 – Completed) Character Distribution (EN): Title: 34 | Description: 997 | Instructions: 13109 | Total: 14140 characters 📄Skills Documentation Page: https://aydintiryaki.org/2026/06/19/gdn022/
Operational Methodology and Key Capabilities:
- Monthly Compounding Data Chain and Full Month Block Principle: The system never estimates inflation across a queried date range using simple annual averages. It compiles published monthly figures one by one from the first day of the starting month to the last day of the ending month, computing the exact cumulative result via a chained compounding model. Every economic change is reported in both Percentage (%) and Multiplier (Fold Increase) formats where the initial value is anchored as 1 unit.
- Breakpoint Detection, Peak Analysis, and Wage-Inflation Lag Auditing: The specific months featuring the highest and lowest inflation spikes and wage adjustments within the queried timeframe are pinpointed chronologically, while underlying monetary policy shifts, exchange rate shocks, or global crisis impacts are explained in rigorous technical terms. Furthermore, the system measures the reaction lag of wages against inflation and identifies the exact months in which real purchasing power fell to its lowest trough.
- GDP Growth Integration and the Ideal Welfare Share Algorithm: To evaluate economic justice objectively, the relevant country’s real GDP growth rate during the queried period is integrated as a primary variable. Under the principle of fair income distribution, the system defines the “Ideal Required Increase” as the compound sum of “Cumulative Inflation Rate + Real GDP Growth Rate”. Whenever actual minimum wage and pension adjustments fall short of this benchmark, the system analytically reports that fixed- and low-income earners received no share from economic growth and that a “Welfare Transfer” occurred.
- Quadruple Data Protocol for Türkiye and Global Multi-Source Modeling: For queries concerning Türkiye, rather than relying on a single index, the engine mandatorily computes four parallel datasets simultaneously: 📊 TURKSTAT (TÜİK) official CPI data, 📉 ENAG independent inflation research data, 🏦 İTO (Istanbul Chamber of Commerce) Wage Earners Cost of Living Index, and 📈 the TURKSTAT + ENAG Hybrid Dataset (which chains official TURKSTAT monthly data prior to ENAG’s inception with ENAG monthly data from the date ENAG began publishing). For global queries, it cross-checks official statistical agencies (such as BLS, Eurostat, ONS, Destatis, OECD, IMF) alongside independent/alternative benchmarks (such as ShadowStats, Truflation, MIT Living Wage) across multi-country matrices and economic blocs (Eurozone, EU, OECD, G20).
- Sectoral Breakdowns, Analytical Editorial, and Multimedia Navigation: Following the extended comparison matrix, the report details sectoral inflation across food, housing/real estate, and energy, delivers a senior-economist-level “Welfare and Trend Analysis” editorial, and provides a methodological bibliography of all cited institutions. All data points are grounded with direct open URLs to institutional bulletins and curated YouTube documentaries/analysis playlists, concluding with a 9-option visual and video generation menu.
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/1RE9oSCw30FW8UoPDNArJuhKAa2pXhkuf?usp=sharing
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 design of Inflation in Türkiye and the World (Skills Edition) v1.27 was created by Aydın Tiryaki, and all content, economic methodology design, approaches, and views in this article belong entirely to the author Aydın Tiryaki; the editorial assistance and writing support for this article were carried out by the Gemini Pro (Extended Thinking Level) model operating within the ATG Gem Factory (Skills Edition) v14.11 and ATG Article and Document Workshop (Skills Edition) v01.15 infrastructure (29.10.2026 21:35).
| aydintiryaki.org | YouTube | Aydın Tiryaki’nin Yazıları ve Videoları │Articles and Videos by Aydın Tiryaki | Bilgi Merkezi│Knowledge Hub | ░ Virgülüne Dokunmadan │ Verbatim ░ | ░ Türkiye’de ve Dünyada Enflasyon │Inflation in Türkiye and the World (Gemini Skills) ░ 31.10.2026
