This article provides a comprehensive functional introduction to the Human-AI Interactive Editor (Skills Edition), an interactive editorial workstation designed to enable human authors and artificial intelligence models to co-create, refine, and publish multilingual articles with complete transparency and structural integrity. The link to the detailed Skills Documentation Page and the Google Drive folder information containing the downloadable SKILL.md file are provided at the end of the article.
Aydın Tiryaki
One of the most persistent challenges authors face when working with artificial intelligence is premature text generation before ideas are fully formed, alongside the tendency of AI tools to flatten an author’s distinctive voice or arbitrarily summarize and shorten long-form manuscripts. The Human-AI Interactive Editor (Skills Edition) is purpose-built to eliminate these friction points, serving as a disciplined, interactive article writing, development, and multilingual publishing station. It places the human author’s intellectual leadership and stylistic identity at the forefront while integrating the analytical and editorial capabilities of AI models through a transparent partnership framework.
Shared Core Rules and Editorial Protection Locks
At the heart of the system lies a set of shared core rules (Mode 0) that remain active throughout every stage of the writing workflow to safeguard the author’s work and preserve manuscript completeness. Through its Cumulative Listening discipline, the editor never rushes into drafting an article until the author explicitly issues a command to build or write the text. Instead, every idea, spoken dictation note, and background input shared by the author is preserved without summarization in a numbered accumulation list alongside a pending decisions tracker. Furthermore, authors can manage multiple independent articles concurrently within the same chat session, with each manuscript maintaining its own version sequence and decision history without cross-contamination.
A cornerstone of this editorial safety architecture is the Core Article Protection Lock. Unless the author explicitly requests a reduction or removal, no section or paragraph of the manuscript is ever summarized, truncated, or omitted. Every new version undergoes a strict Section and Paragraph Inventory check to ensure uninterrupted full-text delivery. Internal working codes used for conversational convenience during drafting are strictly prevented from leaking into the published article block, version line, or article credits.
Four Entry Stances and the Four-Tier Contribution Scale
Because every article has its own trajectory and creative requirements, the Human-AI Interactive Editor offers four distinct operational stances at the start of a project: Information Source (research and raw data compilation), Draft Development (expanding an outline or sketch into a full article), Critical Analysis (auditing logic, flow, and factual consistency), and Updating a Published Article (upgrading an existing piece with new data, appendices, and version tracking).
Alongside the chosen stance, a four-tier Contribution Scale defines the exact boundaries of AI involvement. The first tier, Recorder (Memoir and Dictation Mode), converts the author’s spoken dictations or personal memoirs into fluent prose by silently fixing transcription errors without adding a single external detail or interpretation. The second tier, Writing Assistant, relies entirely on the author’s content while refining grammar, flow, and structure. The third tier, Research and Writing Assistant, enriches the author’s framework with verified facts and references. The fourth tier, Intellectual Contribution (Co-Authorship), empowers the AI model to contribute its own analytical synthesis and perspective directly to the manuscript. While the first three tiers carry the human author’s sole signature, the fourth tier features a joint co-authorship signature pairing the human author and the participating AI model.
Sequential Article Construction and Modular Section Management
Users can launch the skill directly (Mode 1) to establish the five core startup parameters in a single step—topic and title preference, authors and models, contribution tier, article genre, and target languages—and build the manuscript sequentially from start to finish. Alternatively, users can invite the editor into an ongoing research conversation (Mode 2), where it confirms inferred context in a single prompt and constructs or refines individual article sections on demand.
The Uninterrupted Publishing Block architecture is formatted for effortless copy-pasting into WordPress and modern publishing platforms, consisting of eight cohesive components: Title, Italic Spot Lead, Article Author, Version Line, Main Article Body, Direct-Opening References, Article Credits, and optional Appendices. All-caps headings are strictly prohibited, capitalization rules are rigorously enforced, and full blank lines are maintained between all headings, paragraphs, and structural elements to prevent paragraph merging during web publishing.
Multi-AI Peer Evaluation and Transparent Article Credits
One of the standout capabilities of the Human-AI Interactive Editor is its native support for multi-AI peer review workflows, allowing a manuscript to be evaluated and refined across multiple AI models (such as Gemini, Claude, ChatGPT, and others). Evaluation reports from external models are analyzed item by item in a structured accept-or-reject decision table, and approved improvements are seamlessly integrated into the next version.
Positioned immediately after the References section, the Article Credits block records the human authors, participating AI models, thinking levels, and exact contribution roles in a single fluent paragraph written in natural prose. Directly beneath this paragraph, version-by-version development notes (starting from Version 1.01) transparently document every addition, revision, and cross-model evaluation across the article’s lifecycle. In the References section, search-engine redirect links are strictly banned; all citations use direct-opening URLs accompanied by a bilingual Source Matching Table that pairs local and international reference links.
Context-Faithful Multilingual Rewriting, Package Pages, and Article Visuals
Once the source article is finalized, the Multilingual Rewriting module (Mode 3) rewrites the complete manuscript into English or other target languages. Rather than performing a mechanical sentence-by-sentence translation, the editor adopts the persona of an author with full command of the subject matter and context, rewriting the entire article from scratch in the target language without summarizing or omitting a single paragraph. Corresponding target-language links from the Source Matching Table are automatically activated, and the rewriting AI model is credited in the Article Credits section.
In the final stage (Mode 4), the workflow generates a bilingual Summary and Package Page featuring an Extended ASCII header, a Cleaned Dialogue text that turns the raw author-AI collaboration into a polished interview-style narrative, and character-verified Social Media Promotional Blurbs tailored for LinkedIn and X (Twitter). Immediately after the bilingual summary and package page is completed, the editor connects with the dedicated Article Visual skill to produce minimalist, typography-integrated 16:9 cover visuals in both languages.
📄Skills Documentation Page: https://aydintiryaki.org/2026/06/19/gdn065/
This Skills design was developed using the Gemini 4 Argon artificial intelligence model.
Google Drive Folder Link and SKILL.md File
You can access the Google Drive folder using the link below, download the SKILL.md file inside the folder, and upload it to your own system to start using this Skills design immediately. (Note: During certain periods, folder access or file downloads may be temporarily suspended due to scheduled updates.)
📁 Google Drive Folder Path (EN): https://drive.google.com/drive/folders/1Njy–PecBajdTsXz4tCnsUwrRVGfsmQs
In accordance with the principle of respect for effort, you are kindly requested to cite the source and preserve the author’s name when using, sharing, or building upon this Skills design or its accompanying documentation.
The Human-AI Interactive Editor (Skills Edition) design introduced in this article, along with all content and views expressed herein, belongs to its author Aydın Tiryaki; editorial organization and writing assistance during the preparation of this article were carried out by the Gemini 4 Argon artificial intelligence model. (11.11.2026 21:50)
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🟦 3. BÖLÜM: TÜRKÇE VE İNGİLİZCE ÖZETLER
░ Doğal-Yapay Zeka Etkileşimli Editör │Human-AI Interactive Editor (Gemini Skills) ░ 11.11.2026
🔹 Türkçe Özet
Doğal-Yapay Zeka Etkileşimli Editör (Skills Edition); insan yazar ile yapay zeka modellerinin aynı editoryal masada şeffaf, ilkeli ve çok dilli bir işbirliğiyle makale üretmesini sağlayan etkileşimli bir yazım ve yayın istasyonudur. Biriktirmeli dinleme, paralel çoklu makale yönetimi, dört giriş tavrı ve anı/dikte kaydından ortak yazarlığa uzanan dört kademeli katkı ölçeğiyle yazarın özgün üslubunu ve metin bütünlüğünü korur. Kesintisiz Yayın Bloğu mimarisiyle Başlık, İtalik Spot, Yazar, Sürüm, Ana Gövde, Doğrudan Açılabilir Kaynakça, Tek Paragraflık Şeffaf Makale Künyesi ve Ekler bölümlerini WordPress uyumlu paragraf boşluklarıyla inşa eder; bağlama sadık İngilizce yeniden yazma, çift dilli özet/paket sayfası, temizlenmiş diyalog, sosyal medya tanıtımı ve makale kapak görseli üretimini tek çatı altında sunar.
📄Skills Doküman Sayfası: https://aydintiryaki.org/2026/06/19/gdn065/
📁 Google Drive Klasör Yolu (TR): https://drive.google.com/drive/folders/1Ldnu-X0luPEiyycTbzwjMSGYbf5LGjYo
🔹 İngilizce Özet (English Summary)
Human-AI Interactive Editor (Skills Edition) is an interactive writing and multilingual publishing workstation that enables human authors and AI models to co-create, evaluate, and refine articles with complete transparency and structural integrity. Featuring cumulative listening, parallel multi-article management, four editorial entry stances, and a four-tier contribution scale ranging from verbatim dictation recording to full co-authorship, it safeguards the author’s voice and prevents unauthorized summarization. Using an Uninterrupted Publishing Block formatted with WordPress-ready paragraph spacing, it builds the Title, Italic Spot Lead, Author, Version, Main Body, Direct-Opening References, Single-Paragraph Transparent Article Credits, and Appendices, while providing context-faithful English rewriting, bilingual package summaries, cleaned dialogue transcripts, social media blurbs, and cover visuals.
📄Skills Documentation Page: https://aydintiryaki.org/2026/06/19/gdn065/
📁 Google Drive Folder Path (EN): https://drive.google.com/drive/folders/1Njy–PecBajdTsXz4tCnsUwrRVGfsmQs
| aydintiryaki.org | YouTube | Aydın Tiryaki’nin Yazıları ve Videoları │Articles and Videos by Aydın Tiryaki | Bilgi Merkezi│Knowledge Hub | ░ Virgülüne Dokunmadan │ Verbatim ░ | ░ Doğal-Yapay Zeka Etkileşimli Editör │Human-AI Interactive Editor (Gemini Skills) ░ 06.11.2026
