~6m11:54I Tested Gemini 4 Argon + Skills on 5 Real Jobs (Honest Results)
Oct 14, 2026
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I tested Gemini 4 Argon + Skills on 5 real-world tasks (honest results)
Testing Gemini 4 Argon and Skills on real tasks! Learn how to boost productivity tenfold and avoid AI errors.
Google has introduced two significant innovations in Gemini: Gemini for Argon and Gemini Skills. Gemini for Argon is a model that ranked first in the real-world professional work opinion index. Gemini Skills allows you to train Gemini to perform a task once and guarantee its consistent execution in the future.
Gemini for Argon Key Metrics
For general users, the following three metrics are important:
- Massive Multitask Language Understanding (MMLU) Index: Gemini for Argon ranks first among 41 models in tests conducted in the fields of finance, law, text processing, and programming.
- Hallucination Test: Gemini for Argon makes errors (fabricates information) in only 15% of cases, while GPT-6 Astra does so in 51%.
- Token Processing: The model can process up to 1 million tokens at once, which is equivalent to several books or an entire project folder.
Gemini Availability for Argon and Skills
Gemini Skills is available for free on the free plan. Gemini for Argon requires a Pro subscription. The anti-gravity coding agent, designed to work with Gemini for Argon, is only available on the Ultra plan.
How Gemini Argon and Skills Work
Skills can be thought of as a job description, and Argon as an employee who strictly follows those instructions. Google claims that Argon follows style instructions better than previous Gemini versions and is capable of creating actual products, not just drafts. A toggle has appeared in the chat interface, switching from "Chat" mode to "Task" mode, allowing Gemini to work with your Google applications in the background.
A Skill is a small Markdown file containing a description (how Gemini decides when to use it) and instructions. Reference files, such as PDFs or spreadsheets, can optionally be included.
There are three main ways to create Skills, which will be demonstrated. All Skills used in this review are available in a free guide that includes 35 ready-to-use Skills, including 5 specifically designed for Argon.
Task #1: Inbox Triage
The first method of creating a Skill is through chat. The user is prompted to create a Skill called "Inbox Triage." Upon receiving a set of emails, Gemini should sort them into four categories: "Reply Today," "Reply This Week," "Delegate," and "Archive."
After the request is fulfilled, the "Inbox Triage" Skill is saved and activated in Gemini. To use it in chat, simply type "@inbox triage" and provide a set of emails. Gemini, with access to Gmail, analyzes the emails and provides the results according to the specified categories. If necessary, Gemini also offers to draft replies to specific emails. This method significantly saves time compared to manually writing detailed prompts.
Task #2: Creating a Proposal for a Client
The second method for creating a Skill involves uploading a ready-made skill.md file. This file contains the name, description, proposal, scope of work, rules, and links.
For this task, the "Scope of Work" Skill was created. After uploading the ZIP archive containing skill.md and a CSV file with rates, the Skill becomes available. When using "@scope of work" and providing notes from an introductory call, Gemini generates an 8-page proposal presentation for the client. The result looks professional and can be edited or exported in various formats (slides, PDF, PPT). Using reference files with rates ensures that Gemini does not invent prices.
Task #3: Optimizing Content for YouTube
For this task, three separate Skills were created: "Thumbnail Title," "Hook Writer," and "YouTube Description."
By combining these three Skills in one chat and providing the video script, Gemini generates:
- 10 hook variations with analysis of the top 3.
- 5 thumbnail title variations and "title-thumbnail" pairs.
- A YouTube description with tags and chapters.
This approach significantly speeds up the YouTube content creation process, reducing the time from 30-45 minutes to 1 minute.
Task #4: Analysis of Data from Spreadsheets (Data Snapshot)
A "Data Snapshot" Skill has been created to work with spreadsheets. When a spreadsheet is uploaded or pasted into the chat, Gemini should identify the three most significant changes compared to the previous period, indicating exact figures and percentage ratios.
This Skill is particularly useful for analyzing channel data over the last 90 days to determine content creation strategies for increasing views and subscribers, as well as for analyzing audience requests. After creating the "Data Snapshot" Skill and uploading a CSV file with channel data, Gemini can convert this data into an interactive dashboard that can be printed, downloaded as a PDF, or copied for sharing.
Task #5: Weekly Report and Errors in Skill Creation
A "Weekly Status" Skill was used to create a weekly report. After its activation, Gemini generated a report divided into the sections "Shipped," "In Progress," and "Next Week."
Next, the process of editing the Skill was demonstrated: a "Blocked" section was added between "In Progress" and "Next Week." Gemini successfully updated the Skill and provided the result with the new section.
Five Common Errors When Creating Skills:
- Unclear Rules: Instead of general phrases ("be professional"), specific instructions should be used (e.g., "three bullet points under 120 words").
- Weak Description: The description is the trigger for Gemini. It should be as precise and informative as possible.
- Lack of Reference Files: This leads to the model having to fill in the gaps itself, which can reduce accuracy.
- No Synchronization with Google Workspace: Skills created in the Gemini app do not synchronize with Google Workspace. They must be created separately for each application.
- Editing the Output Instead of the Skill: If the result is 80% aligned with expectations, the Skill itself should be corrected, rather than attempting to edit each output.
Replacing Gems with Skills
Starting November 17th, Gems will be moved to the settings panel. For personal Google accounts, Gems will begin to be removed in November. For Workspace accounts, this will not happen before March 1, 2027, and for educational accounts, it will be June 1st. Google will automatically transfer remaining Gems to Skills drafts, but Gems created in Google Labs will not be migrated. It is recommended to convert existing Gems to Skills, which will take approximately two minutes per item.
Versatility of Skills
Skills are ordinary files that can be downloaded from Claude, ChatGPT, or Gemini and used in any preferred tool.
Verdict
For those involved in writing plans or reports, Argon combined with Skills is the closest thing to an "AI employee" solution. For short and repetitive tasks, using the free Skills is sufficient and will save hours of work. In any case, the priority is to create a library of Skills, as the model itself can be replaced, but the library remains a valuable asset.
Introduction: Gemini 4 Argon and Gemini Skills
New Gemini capabilities are presented: the Argon model, leading in professional tasks, and Skills for AI training. The author promises to show how these tools will increase productivity, using five real-world cases as examples.
- Gemini 4 Argon took first place in the Wells index for professional work.
- Gemini Skills allows you to train Gemini to perform a task once and use it constantly.
- The goal of the video is to show how to use Gemini Skills and Gemini 4 Argon to increase productivity by 10 times.
- The author tested Argon on five real tasks from his week.
- Test results, unexpected successes, failures, and free opportunities will be discussed.
Key Metrics of Gemini 4 Argon
Gemini 4 Argon demonstrates outstanding results: it leads the Wells index, has a low hallucination rate (15% compared to GPT-6 Astra's 51%), and can process huge amounts of data (up to 1 million tokens).
- Gemini 4 Argon ranks first in the Wells index (testing finance, law, texts, code) among 41 models.
- In the AI hallucination test, Gemini 4 Argon showed about 15% errors, while GPT-6 Astra showed 51%.
- Gemini 4 Argon can process up to a million tokens (equivalent to several books or a project folder) at once.
Availability of Gemini Argon and Skills
Gemini Skills is free for everyone. Gemini 4 Argon requires a Pro plan, and Anti-gravity coding requires an Ultra plan. Not all users need the paid versions.
- Gemini Skills is available for free to all users, including the free plan.
- Gemini 4 Argon is available as part of the Pro plan.
- The Anti-gravity coding agent is only available in the Ultra plan.
How Gemini Argon and Skills Work
Skills are instructions for AI, and Argon is the executor. Argon can create real products and follows instructions better. The new "Task" mode allows AI to work in the background with Google applications. A Skill consists of a description, instructions, and reference files.
- Skills are task descriptions (instructions), and Argon is the executor that follows these instructions.
- Argon follows instructions better than previous versions of Gemini and creates real products (slides, reports, web applications).
- A "Chat" to "Task" toggle has appeared in the chat, allowing Gemini to work with Google applications in the background.
- A Skill is a small markdown file containing a description (a trigger for Gemini), instructions, and optionally, reference files (PDFs, spreadsheets).
Ways to Create Skills
The video will demonstrate three ways to create Skills. Ready-to-use Skills are available in the free guide.
- There are three main ways to create Skills, all of which will be shown in the video.
- All Skills shown in the video are available in the free guide, including 35 ready-to-use Skills (5 of them for Argon).
Task #1: Inbox Triage
The first method of creating a Skill is demonstrated: through a simple chat request. The "inbox triage" Skill was created to automatically sort emails in Gmail. This saves time and increases productivity.
- The first way to create a Skill is the simplest: set a task in the chat.
- The "inbox triage" Skill was created to sort emails into categories: "Reply Today", "Reply This Week", "Delegate", "Archive".
- The Skill is saved and activated automatically.
- To use the Skill, you need to invoke it via "@inbox triage" in the chat, specifying the task (e.g., "check my Gmail").
- Gemini, with access to Gmail, sorts emails according to the created Skill.
Task #2: Creating a Client Proposal
The second method of creating a Skill is by uploading the "skill.md" file and reference data (e.g., a CSV with tariffs). A "scope of work" Skill is demonstrated for generating professional client proposals based on call notes.
- The second method of creating a Skill involves uploading a "skill.md" file (containing name, description, prompt, scope of work, rules, links).
- A "scope of work" Skill was created to generate proposals for clients.
- Along with "skill.md", a CSV file with tariffs is uploaded so that Gemini does not make up prices.
- The Skill is used to convert call notes into an 8-slide presentation for the client.
- The generated presentation can be edited or exported in various formats (slides, PDF, PPT).
Task #3: YouTube Content Generation
Demonstrates the simultaneous use of multiple Skills ("thumb title", "hook writer", "YouTube description") to generate a complete set of YouTube video content (hooks, titles, descriptions, tags) based on a script. This significantly speeds up the content creation process.
- Three Skills were created: "thumb title", "hook writer", and "YouTube description".
- All three Skills are combined for simultaneous task execution.
- The input data is the video script.
- Gemini generates 10 hook options with analysis of the best ones, 5 title options and title/thumbnail pairs, video descriptions, and tags with chapters.
- Using multiple Skills simultaneously saves from 30-45 minutes down to 1 minute.
Task #4: Analyzing Data from Tables (Data Snapshot)
Skill "data snapshot" created for analyzing data from tables. It identifies key changes and allows for the generation of interactive dashboards from CSV files, which is useful for analyzing channel performance and audience needs.
- Skill "data snapshot" created for analyzing spreadsheet data.
- The Skill identifies the three biggest changes compared to the previous period, indicating exact figures and percentages.
- Used for analyzing channel data over the last 90 days to identify topics for new videos and audience needs.
- After creation, the "data snapshot" Skill uploads a CSV file with channel data.
- Gemini creates an interactive dashboard based on the data, which can be printed or downloaded as a PDF.
Task #5: Weekly Report and Errors in Skill Creation
Demonstrates the creation and editing of the "weekly status" Skill for weekly reports. Lists five key errors in Skill creation: unclear instructions, weak description, lack of references, synchronization issues with Workspace, and the wrong approach to editing (fix the Skill, not the output).
- Created the "weekly status" Skill for compiling weekly reports (sent, in progress, next week).
- Demonstrated how to edit a Skill by adding a new "blocked" section between "in progress" and "next week".
- Five common errors when creating Skills: 1. Vague rules (specific instructions are needed). 2. Weak description (should be a trigger). 3. Lack of reference files. 4. Skills in the Gemini app do not sync with Google Workspace (need to be created twice). 5. Do not edit the output, but fix the Skill itself when it is 80% correct.
Transition from Gems to Skills
The Gems feature is being deprecated and replaced by Skills. The migration and removal process for Gems will begin in November 2024 (for personal accounts). It is important to manually migrate existing Gems to the Skills format, as automatic migration will be incomplete.
- Skills are replacing the old Gems feature.
- On November 17, Gems will be moved to the settings panel.
- For personal accounts, Gems will start being removed in November.
- For Workspace business accounts, removal will not begin before March 1, 2027.
- For educational accounts, removal will not begin before June 1.
- Google will automatically transfer created Gems to drafts, but not as functional Skills.
- Gems created in Google Labs will not be migrated at all.
- It is recommended to manually transfer existing Gems to Skills (2 minutes per Gem).
Versatility of Skills
Skills are universal files that can be used in various AI tools such as Claude, ChatGPT, and Gemini, ensuring the portability of your settings and instructions.
- Skills are simple files that can be downloaded and used in any tool (Claude, ChatGPT, Gemini).
- Skills can be exported from one AI tool and imported into another.
Verdict: Argon + Skills
Gemini 4 Argon combined with Skills is a powerful tool for task automation, especially for those working with texts and reports. Even free Skills can significantly increase productivity. The author emphasizes the importance of creating your own library of Skills.
- For those who write plans or reports, Argon + Skills is the closest equivalent to an AI employee.
- For short and repetitive tasks, free Skills are sufficient and can save hours of work.
- The main thing is to create a library of Skills, as the models themselves (Argon) can be replaced.