YAML
A human-readable data serialization format widely used for configuration files, data exchange, and persistence. It expresses hierarchy through indentation, and the YAML 1.2 specification is fully compatible with JSON.
Core Facts
YAML has become the de facto standard configuration language in the DevOps domain and is widely adopted by Kubernetes, Ansible, and GitHub Actions.
Skills files typically contain YAML front matter (for trigger condition evaluation) and Markdown body text (for defining workflows and output specifications).
Each Skill declares its own functional description, API endpoint, authentication method, and parameter specifications through a configuration file (typically in YAML or JSON format).
Timeline (last 90 days)
In a workflow platform, the DSL typically defines the flow structure in JSON or YAML form, including node types, node parameters, connections and conditional expressions.
Compared with JSON Schema or YAML configuration, Markdown allows natural-language explanations, counterexamples and example code to be embedded in descriptions, making it better suited to expressing fuzzy rules such as "when to trigger, how to execute, and what to avoid."
The author recommends using YAML rather than HTML/CSS when using AI to generate dashboards in Home Assistant, so that they can be adjusted later by dragging and dropping.
Configuration files (such as TOML/YAML) support layered overrides, environment variable interpolation, and merging of project-level and user-level settings, making them suitable for carrying complex configurations that need version management.
Golden cases are declared in YAML format, asserting the run's final state and output, covering scenarios such as approval, rejection, injection blocking, PII non-echo and budget enforcement.
When describing program logic with JSON or YAML, control flow often needs to be simulated via special key names or an external interpreter.
A machine-readable SEO spec means describing in a structured format such as YAML or JSON the technical conditions that a page type should satisfy, which can be read by a test framework and turned into assertions, bringing SEO requirements into version control and code review processes.
The study tested Markdown context files; structured YAML schemas (such as project.faf) were outside its testing scope, and the authors consider this the next direction that should be tested.
project.faf is a small YAML file located in the repository root that coexists with package.json and holds verifiable facts such as goals, tech stack, users, what it is, and why.
The evaluation tool stores each test case in YAML format, and non-engineers can write them.
30 more timeline events
All Facts (20)
YAML has become the de facto standard configuration language in the DevOps domain and is widely adopted by Kubernetes, Ansible, and GitHub Actions.
70%VerifiedSkills files typically contain YAML front matter (for trigger condition evaluation) and Markdown body text (for defining workflows and output specifications).
65%VerifiedEach Skill declares its own functional description, API endpoint, authentication method, and parameter specifications through a configuration file (typically in YAML or JSON format).
65%Unverifiedrunn通过YAML文件定义多步骤测试场景
95%UnverifiedDify采用YAML格式的DSL文件来定义AI应用的所有配置细节
90%UnverifiedIncident.io的Eval以YAML文件的形式存放在Go代码的prompt旁边
90%UnverifiedOrchestrator的YAML模板实现了「流程即代码」（Pipeline as Code）的理念，使团队最佳实践以结构化、可审计、可复用的形式沉淀
85%Unverified正确的AI接口自动化思路是用框架管理用例，让AI维护YAML/CEL格式的用例数据，而非让AI编写代码
80%UnverifiedYAML因语法简洁、支持注释、天然支持嵌套结构，成为存储接口测试数据的首选格式
70%UnverifiedSKILL.md is written in Markdown format, with the top of the file carrying metadata via YAML Front Matter or a header block, containing fields such as name, description, and trigger.
60%UnverifiedHermes的技能系统使用YAML Front Matter作为索引，实现渐进式披露，只在需要时才加载完整技能内容
60%UnverifiedIn a workflow platform, the DSL typically defines the flow structure in JSON or YAML form, including node types, node parameters, connections and conditional expressions.
50%UnverifiedCompared with JSON Schema or YAML configuration, Markdown allows natural-language explanations, counterexamples and example code to be embedded in descriptions, making it better suited to expressing fuzzy rules such as "when to trigger, how to execute, and what to avoid."
50%UnverifiedThe author recommends using YAML rather than HTML/CSS when using AI to generate dashboards in Home Assistant, so that they can be adjusted later by dragging and dropping.
50%UnverifiedConfiguration files (such as TOML/YAML) support layered overrides, environment variable interpolation, and merging of project-level and user-level settings, making them suitable for carrying complex configurations that need version management.
50%UnverifiedGolden cases are declared in YAML format, asserting the run's final state and output, covering scenarios such as approval, rejection, injection blocking, PII non-echo and budget enforcement.
50%UnverifiedWhen describing program logic with JSON or YAML, control flow often needs to be simulated via special key names or an external interpreter.
50%UnverifiedA machine-readable SEO spec means describing in a structured format such as YAML or JSON the technical conditions that a page type should satisfy, which can be read by a test framework and turned into assertions, bringing SEO requirements into version control and code review processes.
50%Unverifiedproject.faf is a small YAML file located in the repository root that coexists with package.json and holds verifiable facts such as goals, tech stack, users, what it is, and why.
50%UnverifiedThe study tested Markdown context files; structured YAML schemas (such as project.faf) were outside its testing scope, and the authors consider this the next direction that should be tested.
50%