{"id":49066,"date":"2026-01-21T20:24:23","date_gmt":"2026-01-21T12:24:23","guid":{"rendered":"https:\/\/www.1ai.net\/?p=49066"},"modified":"2026-01-21T20:24:23","modified_gmt":"2026-01-21T12:24:23","slug":"skills%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f%e4%bb%8e%e6%a6%82%e5%bf%b5%e5%88%b0%e5%ae%9e%e6%93%8d%e7%9a%84skills%e4%b8%ad%e6%96%87%e6%8c%87%e5%8d%97%e4%b8%8e%e6%95%99%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/www.1ai.net\/en\/49066.html","title":{"rendered":"What's Skills? Chinese guide and tutorial from concept to exercise"},"content":{"rendered":"<p><a href=\"https:\/\/www.1ai.net\/en\/tag\/agent\" title=\"[View articles tagged with [Agent]]\" target=\"_blank\" >Agent<\/a> I'm going through the evolution of \"chatt robots\" to \"tweak-in-the-mill.\"\u00a0<strong><a href=\"https:\/\/www.1ai.net\/en\/tag\/skills\" title=\"[See articles with [Skills] labels]\" target=\"_blank\" >Skills<\/a><\/strong>\u00a0It is the key catalyst for this evolution\u3002<\/p>\n<p>Have you ever been sore by Agent's \"unbehaved,\" \"execution disorder\" and \"tool waste\"<\/p>\n<p>I'll take you to understand this\u00a0<strong>Skills<\/strong>\u00a0\u2013 This is the \"advanced skill kit\" that makes Agent reliable, manageable and reusable\u3002<\/p>\n<p>We'll talk about what Skills is, how to work, how to write a Skills and recommend practical community resources for you to actually use Skills in TRAE\u3002<\/p>\n<p>And whether you're a developer or an ordinary user, you can find your Agent's secret here\u3002<\/p>\n<p><strong>Have you ever experienced, or are you going through, such an \"Agent Tutor\" crash<\/strong><\/p>\n<ul>\n<li><strong>Rule lapse:<\/strong>In Agent.md, a thousand words were written, and Agent was blind and completely \"not read back.\"\u3002<\/li>\n<li><strong>Implementation out of control:<\/strong>Deliberately sharpened countless Prompts, Agent executed still like headless flies, chaos\u3002<\/li>\n<li><strong>Tools lost:<\/strong>It's a powerful MCP tool bank, Agent, and he says, \"No tools, no brains.\"\u3002<\/li>\n<\/ul>\n<p>If these scenes make you feel the same, don't give up\u3002<strong>The answer to this mess is probably Skills\u3002<\/strong><\/p>\n<p><strong>What's Skills<\/strong><\/p>\n<p>The concept of \u201cSkills\u201d was first proposed by Anthropic as a capacity-development mechanism for its large model, Claude. Simply put, it allows users to add custom functions and tools to Claude. As this approach matures and becomes widely accepted by the community, Skills is now a standard extension norm supported by most Agent development tools and IDEs\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49067\" title=\"1509b821j00t97rao001kd000ugram\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/1509b821j00t97rao001kd000u000grm.jpg\" alt=\"1509b821j00t97rao001kd000ugram\" width=\"1080\" height=\"603\" \/><\/p>\n<p>A Skills usually exists as a folder containing three main items:<strong>A brochure (SKILL.md), a collection of operating scripts (Script) and some references (Reference)\u3002<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"30.0000%\" data-colwidth=\"30.0000%\">\n<section>\n<section><strong>element<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"70.0000%\" data-colwidth=\"70.0000%\">\n<section>\n<section><strong>corresponds English -ity, -ism, -ization<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"30.0000%\" data-colwidth=\"30.0000%\">\n<section>\n<section><strong>SKILL.md<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"70.0000%\" data-colwidth=\"70.0000%\">\n<section>Clarity through natural language (additional information in context, such as use of scenes, use, use steps, and attention)<\/p>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"30.0000%\" data-colwidth=\"30.0000%\">\n<section>\n<section><strong>Script script<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"70.0000%\" data-colwidth=\"70.0000%\">\n<section>\n<section>Agent can execute specific script codes<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"30.0000%\" data-colwidth=\"30.0000%\">\n<section>\n<section><strong>Reference<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"70.0000%\" data-colwidth=\"70.0000%\">\n<section>\n<section>Reference documents, reference templates, file information related to context<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>You can imagine a Skyll as a pack of skills. It needs to do a particular job<strong>Field knowledge, processes, tools to be used, and best practices<\/strong>ALL SEALED TOGETHER. WHEN FACED WITH CORRESPONDING REQUESTS, AI WAS ABLE TO IMPLEMENT IT IN AN ORDERLY AND AUTONOMOUS MANNER, LIKE AN EXPERIENCED EXPERT\u3002<\/p>\n<p><strong>One sentence summary:<\/strong>If you compare Agent to a brain with great potential, then..\u00a0<strong>Skills is like a set of things that can be used over and over again by this brain\u3002<\/strong>With it, Agent can move from a generalist who knows everything for two to an expert who knows everything for a given field\u3002<\/p>\n<p><strong>Introduction to Skill<\/strong><\/p>\n<p>Official explanation:<\/p>\n<p>https:\/\/platform.claude.com\/docs\/en\/agents-and-tools\/agent-skills\/overview<\/p>\n<p><strong>Skill Foundation: Gradual Loading<\/strong><\/p>\n<p>Skyll's design is so clever that it runs in a sandbox environment that allows large models to access file systems and execute them\u00a0<em><strong>bash\u00a0<\/strong><\/em>Orders (readable as a computer operating order). In this environment, a Skill is like a folder. Agent, like a person who knows how to operate a computer, reads files, executes scripts by command line, then uses the results to do your job. This \u201cdemand-based\u201d structure makes Skill a powerful and efficient \u201ctoolbox\u201d\u3002<\/p>\n<p>To balance effectiveness and efficiency, Skill designed a smart three-tiered loading mechanism:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49068\" title=\"87147cd0j00t97raq001yd000u9m\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/87147cd0j00t97raq001yd000u000d9m.jpg\" alt=\"87147cd0j00t97raq001yd000u9m\" width=\"1080\" height=\"477\" \/><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section><strong>Level<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section><strong>Load Time<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>\n<section><strong>Token Consumption<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>\n<section><strong>element<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section><strong>Level 1: Metadata<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section>Always (on start-up)<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>\n<section>Every skill<\/p>\n<p>About 100 Token<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>\n<section>NAME AND DESCRIPTION IN YAML PRE-METADATA<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section><strong>Level 2: Explanatory documents<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section>When skills trigger<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>\n<section>Less than<\/p>\n<p>5000 Token<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>\n<section>SKILL.md body (including operating guidelines and guidance notes)<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section><strong>Level 3 and above: resources<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section>As required<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>Almost unlimited<\/p>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>bind files executed through bash (contents not carried to context)<\/p>\n<\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>Level 1: Metadata (always loaded)<\/strong><\/p>\n<p>Metadata is like Skill's Business Card, which has a name<em><strong>name<\/strong><\/em>) and description ( )<em><strong>profile<\/strong><\/em>) is defined in YAML format. Claude loads all the installed Skill metadata on startup, so that it can know what every Skill is for and when. Because metadata are light, you can install a lot of Skill, and don't worry about covering the context\u3002<\/p>\n<p><strong>Level 2: Description document (loading on trigger)<\/strong><\/p>\n<p><em><strong>SKILL.md\u00a0<\/strong><\/em>The main text of the document is the description document, which contains workflows, best practices and operational guidelines. Claude will only be used if the user 's request matches the description in the Skills metadata\u00a0<em><strong>bash<\/strong><\/em>\u00a0Command to read the document and load the contents into the context. This \u201ctrigger load\u201d ensures that Token is consumed only by relevant detailed instructions\u3002<\/p>\n<p><strong>Level 3: Resources &amp; Codes (on demand)<\/strong><\/p>\n<p>Skills can also pack more in-depth resources, such as more detailed description files<em><strong>FORMS.md<\/strong><\/em>), Executable Scripts ()<em><strong>.py<\/strong><\/em>) or references (like API documents, database structure, etc.). Claude will pass only when needed<em><strong>\u00a0bash<\/strong><\/em>\u00a0Read or execute these documents, and the script code itself will not enter the context. As a result, Skills is able to bind large amounts of information, with little additional context costs\u3002<\/p>\n<p><strong>Skills call logic: from understanding intent to stable implementation<\/strong><\/p>\n<p>So, how smart is Agent to choose and execute a Skyll? The whole process is like an experienced assistant working on it:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49070\" title=\"3929aed0j00t97lar002yd000u16m\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/3929aed0j00t97rar002yd000u000l6m.jpg\" alt=\"3929aed0j00t97lar002yd000u16m\" width=\"1080\" height=\"762\" \/><\/p>\n<ol>\n<li><strong>Intent matches (to find the right person):<\/strong>Agent first listens to your needs, and then quickly scans all the Skill's \u201cmetadata\u201d in his hand, looking for the one that fits the best\u3002<\/li>\n<li><strong>Read the manual<\/strong>When you find the right Skills, Agent will turn its Operations Manual over like it does<em><strong>SKILL.md<\/strong><\/em>Detailed implementation steps and attention are carefully studied\u3002<\/li>\n<li><strong>On a needs basis (do it):<\/strong>In accordance with the guidelines of the manual, Agent began work. If necessary, it will be ready to take out scripts or tools from the toolbox for specific operations\u3002<\/li>\n<li><strong>Feedback (results):<\/strong>Upon completion of the mission, Agent will report to you on the final results or, in case of difficulties, consult you in a timely manner\u3002<\/li>\n<\/ol>\n<p><strong>Skills vs<\/strong><\/p>\n<p>In order to understand more clearly the unique value of Skills, we might as well use it with two other easily confused concepts --<strong>Command<\/strong>and<strong>ATOMIC TOOL (MCP)<\/strong>- Put it together for a comparison. An example of a kitchen is clear:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49069\" title=\"55010e67j00t97rao002hd000uqm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/55010e67j00t97rao002hd000u000cqm.jpg\" alt=\"55010e67j00t97rao002hd000uqm\" width=\"1080\" height=\"458\" \/><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Concept<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Like..<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>\n<section><strong>Core features<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section><strong>Applicable scenarios<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Slash Command<\/strong><\/p>\n<p><strong>Comand<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section>On the microwave<strong>\"Specific Buttons\"<\/strong>(e.g.:<em><strong>\/ Unfreeze<\/strong><\/em>,<strong><em>Popcorn<\/em><\/strong>\uff09<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>\n<section>Depend on<strong>User Active Trigger<\/strong>, fixed, single-function command. Simple and direct, but not smart enough\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section>quick reuse templates as a shortcut for active re-entry prompt<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Model context protocol<\/strong><\/p>\n<p><strong>MCP<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section>In the kitchen<strong>\u201cSingle cookery\u201d<\/strong>(e.g. a knife, an oven)<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>\n<section>PROVIDE CALLS FOR AI<strong>EXTERNAL API\u00a0<\/strong>Or the basic capability of the script. Models know this tool, but they don't know what recipe, what steps to use and how to use it better\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section>Access to information or perform tasks through a standard protocol link external system<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Skill<\/strong><\/p>\n<p><strong>Skills<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section>One complete<strong>\"Cookbook\"<\/strong>(e.g. \u201cHow to make French oxen\u201d)<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"35.0000%\" data-colwidth=\"35.0000%\">\n<section>Depend on<strong>The model automatically matches and drives according to the task\u3002<\/strong>It defines what cooking tools (atomic tools) are needed to make this dish (to do this), what steps are followed and what kind of fire (best practices) are used<strong>Process and scenery<\/strong>of.<\/p>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>UNDERSTANDABLE BY MODEL-DRIVEN INTENT, SUPPLEMENTED WITH CONTEXT BY INCREMENTAL LOADING AND ASSIGNED TASKS ACCORDING TO SOP<\/p>\n<\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>We have also listed a few other functions that you can easily confuse\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Concept<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Core features<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Applicable scenarios<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section><strong>Easy to confuse<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>i'm sorry\u00a0<\/strong><\/p>\n<p><strong>Rule<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section>usually maintained by angent.md or project_rules file, content bound to item<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section>Focus mainly on scenes related to project strength<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Partially through Skills while there is no Skills, different scenarios in the project are repeated by manually maintaining the index and file summary in the rules file\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Agent<\/strong><\/p>\n<p><strong>Agent<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section>usually combines prompt with the corresponding ols use package, which is commonly used in multient systems<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section>use agent for a specific scenario to better fit the scenario<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>The logic of multient scheduling can also be achieved in the Skills+subagent scene<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Memory<\/strong><\/p>\n<p><strong>Memory<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section>The key context is extracted from the user dialogue by the model either actively or passively for recording<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section>Records that are embedded in day-to-day development are less disruptive to users<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>Memoory may create something similar to rules or Skills that usually makes it clear that memoory using the scene can be moved manually to rules or Skills<\/p>\n<\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>The official blog explains:<\/p>\n<p>https:\/\/claude.com\/blog\/skills-explained<\/p>\n<p><strong>What's good? Skills: From \"Able\" to \"Able\"<\/strong><\/p>\n<p><strong>Good Skills vs Bad Skills<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section><strong>Assessment dimensions<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"60.0000%\" data-colwidth=\"60.0000%\">\n<section>\n<section><strong>Good Skills<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section><strong>Bad Skills<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section><strong>Principle of single responsibility<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"60.0000%\" data-colwidth=\"60.0000%\">\n<section>\n<section><strong>Every Skill just does one thing and does it right\u3002<\/strong>For example, it can be broken down into three separate groups\u00a0<em><strong>Skill: query_data<\/strong><\/em>,<strong><em>this post is part of our special coverage global voices 2011<\/em><\/strong>,<strong><em>send_email<\/em><\/strong>.<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section>A Skyll tries to do too many things, such as \"for data search, for chart generation and for mail.\"\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section><strong>Description Clarity<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"60.0000%\" data-colwidth=\"60.0000%\">\n<section><strong>Clear, specific and natural language<\/strong>, specifying input, output and core functions. For example: \u201cA search for and return of weather data to the city according to the name and date range provided by the user\u201d<\/p>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section>It's vague, it's full of technical terms, it's hard to understand. For example: \u201cA tool for data processing\u201d<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section><strong>Parameter Design<\/strong><\/p>\n<\/section>\n<\/td>\n<td width=\"60.0000%\" data-colwidth=\"60.0000%\">\n<section>Simplification of parameters, semanticization of names (e.g\u00a0<strong><em>city_name<\/em><\/strong>,<strong><em>\u00a0nate_range<\/em><\/strong>and provide clear descriptions and examples for each parameter. Specify how the parameters required to use Skill are obtained and how they are used\u3002<\/p>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>Too many parameters, name is irregular (e.g\u00a0<strong><em>arg1<\/em><\/strong>,\u00a0<strong><em>p2<\/em><\/strong>), lack of detailed notes\u3002<\/p>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section><strong>Portability<\/strong><\/p>\n<\/section>\n<\/td>\n<td width=\"60.0000%\" data-colwidth=\"60.0000%\">\n<section>I thought about it when I designed it<strong>Portability<\/strong>, its output can be used as an input for other Skills to facilitate the construction of more complex task streams (WorkFlow), it can attempt to complete the development of the atoms Skill through a single function, and coordination through a specific task SOP Skill\u3002<\/p>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>It's designed to be \"a hammer for sale.\" It's hard to connect with other Skills\u3002<\/p>\n<\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>How to write it, Skills<\/strong><\/p>\n<ol>\n<li><strong>Atomity:<\/strong>Sticking to a single function, each Skill is like a piece of wood, small and beautiful, focusing on a specific problem and facilitating future reuse and grouping\u3002<\/li>\n<li><strong>Few-Shot Prompting: This is the most critical point<\/strong>, instead of trying to explain it, give a few clear examples of the output. The power of the role model is infinite, and the model can understand the format, style and behaviour you want through concrete examples\u3002<\/li>\n<li><strong>Standardized Practices:<\/strong><\/li>\n<\/ol>\n<p><strong>1) Role-setting:<\/strong>Give it a clear expert, such as \u201cYou are now a senior market analyst\u201d\u3002<\/p>\n<p><strong>2) Steps for dismantling:<\/strong>Dismantling the task process into a step-by-step, specific directive leading to \u201cthinking\u201d\u3002<\/p>\n<p><strong>3) Draw red lines:<\/strong>Tell it clearly what it can't do to prevent it from being hallucinating<\/p>\n<ol>\n<li><strong>Interface Design:<\/strong>Like the design software API, clearly defines input parameters and output formats for Skill (e. g. fixed output JSON or Markdown). That makes your Skylls stable and integrated by other programs\u3002<\/li>\n<li><strong>Iterative Refinement:<\/strong>Use Skills as a product. Pay attention to the unsatisfactory \u201cBad Case\u201d in practical use, and then turn them into new rules or reverses, to add to your Skills definition, to keep it evolving, to become smarter and more reliable\u3002<\/li>\n<\/ol>\n<p>Some official best practices<\/p>\n<p>https:\/\/platform.claude.com\/docs\/zh-CN\/agents-and-tools\/agent-skills\/best-practices<\/p>\n<p><strong>Skills recommended<\/strong><\/p>\n<p>I just got in touch with Skills. You might want to start with these popular Skills in the community, look for inspiration, or use them directly in your work stream\u3002<\/p>\n<p><strong>Claude, official Skills<\/strong><\/p>\n<p>Official Skills Warehouse<\/p>\n<p>https:\/\/github.com\/anthropics\/skills<\/p>\n<p>Learning from Claude's official Skills warehouse can help us to get to know Skills' best practices, so that we can sink our Skills\u3002<\/p>\n<p><strong>How fast to use official Skills<\/strong><\/p>\n<p>Most official Skills can download directly or clone locally through Git. In tools like TRAE, it is usually only necessary to place these Skills folders in the specified\u00a0<em><strong>Skills<\/strong><\/em>\u00a0A directory, followed by restarting or refreshing Agent, automatically recognizes and loads these new capabilities. A document that uses a specific operational reference tool\u3002<\/p>\n<p>Further details can be found in the following section:<strong>HOW TO USE IT FAST IN TRAE<\/strong><\/p>\n<p><strong>Claude officially provided Skills list<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Skills Name<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section><strong>Skills Note<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section><strong>Applicable scenarios<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>algorithmic-art<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>use p5.js to create the art of generating and supporting the randomity, flow field and particle systems of seeds\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>This applies to the coding of scenes such as art, flow field or particle systems\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>image by flickr user pic.twitter.com\/photos\/<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>The complex multi-component claude.ai HTML products are constructed using modern front-end technologies such as React, Tailwind CSS and shadowcn\/ui\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>APPLIES TO SCENARIOS THAT REQUIRE STATE MANAGEMENT, ROUTE OR COMPLEX UI COMPONENTS\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>brand-guidelines<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Application of Anthropic official brand colours and layouts to various products\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>Applies to visual formatting tasks that require compliance with corporate branding or design specifications\u3002<\/p>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>canvas-design<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>CREATE VISUAL ART WORKS IN PNG AND PDF FORMATS, SUCH AS POSTERS OR DESIGNS, USING DESIGN PHILOSOPHY\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>This applies to scenarios requiring original visual design and avoids copyright problems\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>documents-Skills\/docs<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>supports the creation, editing and analysis of docx files, including tracking revisions, adding comments, retaining formats and text extraction\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>For processing professional Word documents\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>documents-Skills\/pdf<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>PROVIDES A COMPREHENSIVE PDF OPERATING TOOL SET TO SUPPORT THE EXTRACTION OF TEXT AND TABLES, THE CREATION OF NEW PDF, THE CONSOLIDATION\/SEPARATING OF DOCUMENTS AND THE PROCESSING OF FORMS\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>APPLIES TO SCENARIOS THAT NEED TO BE PROGRAMMED TO PROCESS, GENERATE OR ANALYSE PDF\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>documents-Skills\/pptx<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>supports the creation, editing and analysis of pptx files, including processing layouts, templates, charts and auto-generated slides\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Applies to various presentation processing tasks\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>documents-Skills\/xxx<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>supports the creation, editing and analysis of spreadsheet files such as xlsx, including formulae, formatting, data analysis and visualization\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Different types of tasks applicable to spreadsheet data that need to be processed\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>front-design<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Create front-end interfaces with uniqueness and production-level quality\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Web components, pages, or applications that are suitable for the construction of visually significant components, pages or applications that avoid a generic AI aesthetic\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>image by flickr user international-comms<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Support the preparation of various internal communication documents, such as status reports, leadership updates, corporate newsletters and frequently asked questions\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>It applies to writing tasks that require compliance with internal corporate communication norms\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>mcp-builder<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Directs the creation of high-quality MCP (ModelContext Protocol) servers that allow language models to interact with external services and API\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>For Python (FastMCP) or Node\/TypeScript (MCP SDK) environments\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>Skills-creator<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Directs the creation or updating of Skills, which expands Claude's capabilities, including adding expertise, workflow or tool integration\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Applies to the scenario of developing new capabilities for Claude\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>slack-gif-creator<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Creates animated GIF for Slack optimization, providing size validation and animation\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Applies to create animated GIF or emoticon for Slack that corresponds to its size limit\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>template-Skills<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>As a base template to create a starting point for a new Skills\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>\/<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>they-factory<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Provides 10 preset themes or dynamically generate custom themes that provide styles for various products (e.g. slides, documents)\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Applies to scenarios requiring professional visual style of outputs\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"20.0000%\" data-colwidth=\"20.0000%\">\n<section>\n<section><strong>webapp-testing<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Interact and test with local Web applications using Playwright to support validation of front-end functions, debug UI behaviour and capture browser logs\u3002<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>Applies to webapp AI automated test scene<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>Other best practices in the community<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section><strong>categorization<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section><strong>Name of project<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"50.0000%\" data-colwidth=\"50.0000%\">\n<section>\n<section><strong>link (on a website)<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section><strong>Github Community Awesome<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section>Some Skills Best Practices collection<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"50.0000%\" data-colwidth=\"50.0000%\">\n<section>\n<section>\n<ul class=\"list-paddingleft-2\">\n<li>https:\/\/github.com\/ComposioHQ\/awesome-claude-Skills<\/li>\n<li>https:\/\/github.com\/travisvn\/awesome-claude-Skills<\/li>\n<li>https:\/\/github.com\/libukai\/awesome-agent-Skills<\/li>\n<\/ul>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section><strong>Very comprehensive Skills Distribution Market<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section>Skillsmp<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"50.0000%\" data-colwidth=\"50.0000%\">\n<section>\n<section>https:\/\/Skillsmp.com\/zh<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section><strong>Convert documents or web pages to Skills using tools<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section>Skills_Seekers<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"50.0000%\" data-colwidth=\"50.0000%\">\n<section>https:\/\/github.com\/yusufkaraaslan\/Skills_Seekers<\/p>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section><strong>Use Claude for academic work<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section>photo courtesy-writer<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"50.0000%\" data-colwidth=\"50.0000%\">\n<section>\n<section>https:\/\/github.com\/K-Dense-AI\/claude-scientific-writer<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section><strong>Your expert working partner<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section>superpowers<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"50.0000%\" data-colwidth=\"50.0000%\">\n<section>\n<section>https:\/\/github.com\/obra\/superpowers<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section><strong>Your designer<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section>ui-Skillsls<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"50.0000%\" data-colwidth=\"50.0000%\">\n<section>\n<section>https:\/\/www.ui-Skills.com\/<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section><strong>Quick Rewrite Design Style<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"25.0000%\" data-colwidth=\"25.0000%\">\n<section>\n<section>ui-ux-pro-max-Skills<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"50.0000%\" data-colwidth=\"50.0000%\">\n<section>\n<section>https:\/\/ui-ux-pro-max-Skills.nextlevelbuilder.io\/<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>HOW TO USE FAST IN TRAE<\/strong><\/p>\n<p>Theoretically, it's better to give it a hand. Let's start with how to create and apply a Skill in the TRAE SOLO and give an example of how to use Skills to quickly solve a practical problem by using Skills\u3002<\/p>\n<p><strong>Skill Create<\/strong><\/p>\n<p><strong>Mode I: Direct creation in settings<\/strong><\/p>\n<p>TRAE supports the creation of a Skill quickly on the settings page<\/p>\n<p>Press the shortcut Cmd+\/ Ctrl+ to open the settings panel by the shortcut\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49071\" title=\"9fb92b5bj00t97lar002rd000u000irm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/9fb92b5bj00t97rar002rd000u000irm.jpg\" alt=\"9fb92b5bj00t97lar002rd000u000irm\" width=\"1080\" height=\"675\" \/><\/p>\n<p>Find \"Ruleal Skills\" option on the left side of the settings panel<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49072\" title=\"b3646294j00t97lar0039d000u000irm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/b3646294j00t97rar0039d000u000irm.jpg\" alt=\"b3646294j00t97lar0039d000u000irm\" width=\"1080\" height=\"675\" \/><\/p>\n<p>Finds the skill plate and clicks the \"Create\" button on the right\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49073\" title=\"bdfc75fej00t97larr0036d000u000irm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/bdfc75fej00t97rar0036d000u000irm.jpg\" alt=\"bdfc75fej00t97larr0036d000u000irm\" width=\"1080\" height=\"675\" \/><\/p>\n<p>You'll see a simple creation interface with three elements:<strong>Skill Name, Skill Description, Skill Subject<\/strong>I don't know. We use the example of Skill, which created a \"grate submission \" , and then click \" Confirm.\"\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49074\" title=\"6c838bc7j00t97lar003d000u000irm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/6c838bc7j00t97rar003dd000u000irm.jpg\" alt=\"6c838bc7j00t97lar003d000u000irm\" width=\"1080\" height=\"675\" \/><\/p>\n<p>Just fill in what we need<\/p>\n<p><strong>Mode II: Direct resolution of SKILL.md<\/strong><\/p>\n<p>Add a new directory under the current item directory.<em><strong>i'm sorry<\/strong><\/em>\u00a0IMPORTS YOU NEED A FOLDER, DIALOGUE WITH TRAE, AND YOU CAN USE IT\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49075\" title=\"320 dfd02j00t97rr007td000u000irm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/320dfd02j00t97rar007td000u000irm.jpg\" alt=\"320 dfd02j00t97rr007td000u000irm\" width=\"1080\" height=\"675\" \/><\/p>\n<p>You can see import success in Setup - Rules Skills<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49076\" title=\"0ce5277j00t97lar003nd000u000irm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/0ce52777j00t97rar003nd000u000irm.jpg\" alt=\"0ce5277j00t97lar003nd000u000irm\" width=\"1080\" height=\"675\" \/><\/p>\n<p><strong>Mode 3: Create in dialogue<\/strong><\/p>\n<p>Skills-creator Skills are now embedded in TRAE, which you can directly and TRAE requests to create the needed Skills<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49079\" title=\"99fe32b8j00t97larr006ed000u000irm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/99fe32b8j00t97rar006ed000u000irm.jpg\" alt=\"99fe32b8j00t97larr006ed000u000irm\" width=\"1080\" height=\"675\" \/><\/p>\n<p><strong>Skill Usage<\/strong><\/p>\n<p>IT'S EASY TO USE SKILLS IN TRAE, AND WHEN YOU LOAD THE SKILLS YOU NEED, YOU JUST HAVE TO EXPLAIN YOUR NEEDS IN YOUR DAILY LANGUAGE IN THE DIALOGUE BOX\u3002<\/p>\n<ul>\n<li>for example, by entering \" help me design a technology-sensitive login page \" , the system automatically calls on \" frontend-design \" skills\u3002<\/li>\n<li>For example, enter \" Help me extract all the tables in this PDF\" and the system automatically calls \"document-Skills\/pdf\" skills\u3002<\/li>\n<li>for example, the input \" help me convert this technical document into a flying book document \" will automatically call the \"using-feishu-doc \" skills\u3002<\/li>\n<\/ul>\n<p>The system will automatically analyse your needs, load skill files, and guide you step by step in your mission<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49077\" title=\"980249a6j00t97lar003rd000u000sam\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/980249a6j00t97rar003rd000u000sam.jpg\" alt=\"980249a6j00t97lar003rd000u000sam\" width=\"1080\" height=\"1018\" \/><\/p>\n<p><strong>Examples of practical scenarios<\/strong><\/p>\n<p>Remember the questions in the introduction? For example, the project rules document (<em><strong>project_rules<\/strong><\/em>) has a limit on the number of characters; or, even if you have clearly stated in the root rule document, \"under which circumstances to read, which document\" Agent will not do as required on mission\u3002<\/p>\n<p>The root causes of these problems are:<strong>Rules are fixed for Agent<\/strong>At the beginning of the mission, it would load all the rules once in their context, thus taking up space without being flexible enough. And..\u00a0<strong>Skills (Skill) follows a dynamic approach of \u201cprogressive loading\u201d<\/strong>That's just how it works. So, we can re-disassemble the former complex rule scenes into separate skills\u3002<\/p>\n<p><strong>Next, we're going to work on how to solve problems with skills through a simple \"Spec Coding\" process based on flying books\u3002<\/strong><\/p>\n<p><strong>Spec Coding<\/strong><\/p>\n<p>Spec Coding promotes \u201cthinking before acting\u201d, i.e., the development of AI through a detailed definition of enforceable requirements. Its process consists of a document writing process for \u201cneeds analysis, technical design, task dismantling\u201d and ultimately allows AI to code according to specifications. This step-by-step workflow ensures that each step is well-founded and that accurate transformation from demand to code is achieved\u3002<\/p>\n<p><strong>Let me analyze this<\/strong><\/p>\n<p>As mentioned above, the development process is divided into four key phases, so that the \"needs analysis, technical design, task dismantling\" flying book document writing is completed and the final code is achieved. To that end, we need different skills to meet document writing needs in different settings and to teach Agent how to use flying book tools to create synergies\u3002<\/p>\n<p><strong>And then we'll work on the Skills design\u3002<\/strong><\/p>\n<p><strong>Multiplayer Skills<\/strong><\/p>\n<p>By achieving multiple roles, Skills focuses on one thing by creating multiple deliverable process documents, binding subsequent coding, providing sufficient and clear context for the coding<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49078\" title=\"b2d620bj00t97ras0056d000u001opm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/b2d620bcj00t97ras0056d000u001opm.jpg\" alt=\"b2d620bj00t97ras0056d000u001opm\" width=\"1080\" height=\"2185\" \/><\/p>\n<ul>\n<li><strong>Let's go further and elaborate<\/strong><\/li>\n<\/ul>\n<table>\n<tbody>\n<tr>\n<td width=\"5.0000%\" data-colwidth=\"5.0000%\">\n<section>\n<section><strong>serial number<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section><strong>Role Name<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section><strong>Skills Identification<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section><strong>Leading thinking<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section><strong>enter<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section><strong>Duties<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0200%\" data-colwidth=\"10.0200%\">\n<section>\n<section><strong>Delivery<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"5.0000%\" data-colwidth=\"5.0000%\">\n<section>\n<section><strong>1<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section>Needs Analyst<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section>requirement-analyst<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section>Product thinking<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section>User's Fuzzy Word Demand, Draft<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>\n<ul class=\"list-paddingleft-2\">\n<li>Clarification of excavation: identification of vague points, proactive questions<\/li>\n<li>Boundary definition: Clear Scope<\/li>\n<li>Scrubbing: User Stores and Edge Cases<\/li>\n<\/ul>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0200%\" data-colwidth=\"10.0200%\">\n<section>\n<section>R\u00e9QuirEment.md<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"5.0000%\" data-colwidth=\"5.0000%\">\n<section>\n<section><strong>2<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section>Technical Architect<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section>system-architec<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section>Engineering thinking<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section>R\u00e9QuirEment.md<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>\n<ul class=\"list-paddingleft-2\">\n<li>Technical selection: definition of framework, library, tool chain<\/li>\n<li>Data modelling: design Schema, State, API Spec<\/li>\n<li>Module design: classification of components, core categories<\/li>\n<\/ul>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0200%\" data-colwidth=\"10.0200%\">\n<section>\n<section>DESIGN.md<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"5.0000%\" data-colwidth=\"5.0000%\">\n<section>\n<section><b>3<\/b><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section>Mission planners<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>task-planner<\/p>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>Project management thinking<\/p>\n<\/section>\n<\/td>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>REUIREMENT.md+DESIGN.md<\/p>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<ul class=\"list-paddingleft-2\">\n<li>gravity control: atom task dismantling to &lt; 15min<\/li>\n<li>Dependence on sorting: order of planning development (type \u2192Mock \u2192 component)<\/li>\n<li>Validation standard: Set<\/li>\n<\/ul>\n<\/section>\n<\/td>\n<td width=\"10.0200%\" data-colwidth=\"10.0200%\">\n<section>TODO.md<\/p>\n<\/section>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"5.0000%\" data-colwidth=\"5.0000%\">\n<section>\n<section><strong>4<\/strong><\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section>Normative implementer<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section>this post is part of our special coverage cc by-nc-nd 2.0<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0000%\" data-colwidth=\"10.0000%\">\n<section>\n<section>Programming thinking<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"15.0000%\" data-colwidth=\"15.0000%\">\n<section>\n<section>TODO.md+DESIGN.md<\/p>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"40.0000%\" data-colwidth=\"40.0000%\">\n<section>\n<section>\n<ul class=\"list-paddingleft-2\">\n<li>Strict implementation: Following the name and structure of the design document<\/li>\n<li>Change management: no unauthorized changes to logic in case of blockback rolling design<\/li>\n<li>Self-validation: test on completion<\/li>\n<\/ul>\n<\/section>\n<\/section>\n<\/td>\n<td width=\"10.0200%\" data-colwidth=\"10.0200%\">\n<section>\n<section>High-quality code<\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Following the above-mentioned form, we can be more or less clear as to how we need Skills to do it\u3002<\/p>\n<ul>\n<li>This is just one example of how you can do the multi-playing Skills creation and debugging of the Skills, which, as mentioned above, needs to be gradually optimized in practice and continually optimized through the use of scenery<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49080\" title=\"0c455afbj00t97raq003od000li00oym\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/0c455afbj00t97raq003od000li00oym.jpg\" alt=\"0c455afbj00t97raq003od000li00oym\" width=\"774\" height=\"898\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49081\" title=\"4c212a99j00t97larr005pd000m600u2m\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/4c212a99j00t97rar005pd000m600u2m.jpg\" alt=\"4c212a99j00t97larr005pd000m600u2m\" width=\"798\" height=\"1082\" \/><\/p>\n<p><strong>Flying Book Document Using Skill<\/strong><\/p>\n<p>the flybook document is formatted as a markdown superset<strong>The goal of Skill is the grammar of the Church Agent flying book files<\/strong>, allows Agent to write a md file that matches the format. And by restraining Agent<strong>Full use of the reading and writing of the comments in the flybook document to complete a collaborative multi-person review<\/strong>, the user completes the submission of the recommendation by commenting on the flybook document, and Agent rereads the document and comments and further optimizes the document as suggested<strong>Achieves a document collaborative workflow\u3002<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49084\" title=\"f93b7f69j00t97lar00c8d000u000snm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/f93b7f69j00t97rar00c8d000u000snm.jpg\" alt=\"f93b7f69j00t97lar00c8d000u000snm\" width=\"1080\" height=\"1031\" \/><\/p>\n<p><strong>Specing Skill<\/strong><\/p>\n<p>We have achieved multiple roles and a function, Skill, but when actually used, we need a skill that integrates the whole picture to achieve division of labour. Combining the above-mentioned multiple skills, informing intelligents (agents) of their overall specification coding (spec coding) process, completing the mix and movement of tool and role skills\u3002<\/p>\n<p>So we can quickly build a specification-coding workflow and complete basic development. Of course, the above logic can also be taken into account, and skills can be used to recreate specifications coding practices in communities (e.g. SpecKit, OpenSpec, etc.)\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49082\" title=\"3b94bd5bj00t97larr0066d000ulm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/3b94bd5bj00t97rar0066d000u000lcm.jpg\" alt=\"3b94bd5bj00t97larr0066d000ulm\" width=\"1080\" height=\"768\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49083\" title=\"81cbd1dbj00t97larr00ld000u1lm\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/01\/81cbd1dbj00t97rar006ld000u000lcm.jpg\" alt=\"81cbd1dbj00t97larr00ld000u1lm\" width=\"1080\" height=\"768\" \/><\/p>\n<p><strong>Summarize<\/strong><\/p>\n<p>The scene mentioned two different styles of Skill\u00a0<strong>Skill Dynamic Loading Mechanism<\/strong>(replaces a one-time loading of fixed rules) completed decomposition of tasks in complex scenarios; adopted\u00a0<strong>Division of labour collaboration among different role skills<\/strong>(to avoid Agent doing anything that could lead to a breakdown in execution)<strong>Flying Book documents form a collaborative loop<\/strong>Agent's problem of \u201cincompetence, fragmentation, lack of tools\u201d was effectively addressed, and AI was able to move from a \u201cdialogue assistant\u201d to a \u201ctrustworthy and hands-on\u201d to an efficient, accurate, collaborative delivery from demand to code output\u3002<\/p>\n<p><strong>Q &amp; A | SOME COMMON PROBLEMS<\/strong><\/p>\n<p><strong>Why did I write Skills not work, or did it not work as intended<\/strong><\/p>\n<p><strong>It's your business card<\/strong><em><strong>Description<\/strong><\/em><strong>It's not done\u3002<\/strong><\/p>\n<p>Remember, Agent was read by Skills\u00a0<em><strong>Description\u00a0<\/strong><\/em>\"When should we use Skill?\" If your description was vague, too professional or too simple, Agent would hardly understand what you mean, and naturally he wouldn't call this Skyll when he needed it. So<strong>Clear and precise in white<\/strong><em><strong>Description<\/strong><\/em><strong>It's critical for Skill to work\u3002<\/strong><\/p>\n<p><strong>Will the effects of using Skills be influenced by the LLM model I chose<\/strong><\/p>\n<p><strong>It will have an impact, but the impact will be different\u3002<\/strong><\/p>\n<ul>\n<li><strong>A stronger model primarily affects the ability to \u201cselection\u201d and \u201carrange\u201d skills\u3002\u00a0<\/strong>It can understand your real thoughts more precisely, and then pick out one or more of the most appropriate solutions from a bunch of skills. Its strength lies in the development of strategies\u3002<\/li>\n<li><strong>The skills themselves determine the \u201cminimum level\u201d and \u201cstability\u201d of the specific tasks performed\u3002\u00a0<\/strong>Once a particular skill has been selected, the processes and codes set in it are fixed and will operate steadily. Therefore, the well-developed skills directly determine whether specific tasks can be accomplished with distinction\u3002<\/li>\n<\/ul>\n<p><strong>Skills, is it almighty? Is there anything it's not good at<\/strong><\/p>\n<p><strong>Of course not\u3002<\/strong>The main advantage of Skills is<strong>Address those tasks where processes are clear and where borders are clear\u3002<\/strong>In the following cases, it may not be the best option:<\/p>\n<ul>\n<li><strong>A highly creative task is required:<\/strong>It's like writing an emotional poem, or designing a brand-new brand. Such work requires more of the \u201cinspiration\u201d of the large model itself\u3002<\/li>\n<li><strong>Complex strategy games that require real-time, dynamic decision-making:<\/strong>For example, making trade decisions in fast-changing financial markets\u3002<\/li>\n<li><strong>Simple knowledge questions and answers or open chats:<\/strong>If you're just asking, \"Who's the Renaissance Three?\" You can just ask Big Model, without using the Skills\u3002<\/li>\n<\/ul>\n<p><strong>I found a community, Skills, very useful, but can I adapt it to my special needs<\/strong><\/p>\n<p><strong>Of course. We strongly recommend you do it<\/strong><\/p>\n<p>Most of the shared Skills support the user \"Fork\" (i.e., \"copy one\") and develop it twice. You can use the universal Skyll as a template, copy it in your workspace, and then modify the logic or parameters in it to suit your business needs. This is important for the co-existence of the whole ecosystem and for the re-use of knowledge\u3002<\/p>\n<p><strong>The final words make Agent your real \"acter.\"<\/strong><\/p>\n<p>The emergence of Skill created a critical technological bridge for AI to move from a \u201cdialogue assistant\u201d to a \u201ctrustworthy implementer\u201d. It has structured the field of knowledge, operating processes and tools into a logical seal, resolving the confusion of the Agent rule lapses and the unwieldy implementation of the rule, making the AI capacity output controllable, trustworthy and efficient\u3002<\/p>\n<p>The core values of Skill are:<\/p>\n<ul>\n<li><strong>Exact actual pain:<\/strong>By striking an excellent balance between functional depth and context efficiency through a clever three-tier loading mechanism (metadata narration of document girding resources), the dynamic loading capacity of the Agent context was achieved by avoiding valuable token waste and ensuring the accuracy of task execution\u3002<\/li>\n<li><strong>Eco-enabling, lowering the threshold:<\/strong>Both official and community resources (such as Claude's official warehouse, the SkillsMP market, etc.) provide ordinary users with the ease to stand on the shoulders of giants and quickly recycle their mature capacities\u3002<\/li>\n<\/ul>\n<p>While Skill is not almighty, its advantage in \u201cdeterminate process tasks\u201d is irreplaceable. In the future, with the enhancement of the capabilities of the AI model and the further improvement of the Skyll ecology, we are expected to see more cross-cutting, combustible Skylls --<strong>LET AI TRULY EVOLVE FROM A GENERALIST OF \u201cBETTER UNDERSTANDING\u201d TO A \u201cGOOD-DOING\u201d EXPERT COLLABORATION PARTNER\u3002<\/strong><\/p>\n<p><strong>Let's start with today and try to create your first Skill: Seal your best field of experience into a reusable ability to make AI an amplifier of your extended professional value\u3002<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Agent is going through evolution from \"chatt robots\" to \"tweak-up,\" and Skylls is the key catalyst for this evolution. Have you ever been sore by Agent's \"unbehaved,\" \"execution disorder\" and \"tool waste\"? This paper will take you to understand Skills -- the \"Senior Skills Package\" that makes Agent reliable, manageable and reusable. We'll talk about what Skills is, how to work, how to write a Skills and recommend practical community resources for you to actually use Skills in TRAE. And whether you're an developer or an ordinary user, you can find your Agent<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[144],"tags":[1405,8197,2894],"collection":[],"class_list":["post-49066","post","type-post","status-publish","format-standard","hentry","category-baike","tag-agent","tag-skills","tag-2894"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/49066","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=49066"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/49066\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=49066"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=49066"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=49066"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=49066"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}