jmeter

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Guides AI agents to create, edit, update, optimize, and delete JMeter test plan elements through the JMeter API. Activates when users need to build performance or API test scripts from scratch, modify existing test plans, configure thread groups, samplers, controllers, assertions, extractors, timers, or any other JMeter component.

azhengzz By azhengzz schedule Updated 6/4/2026

name: jmeter description: Guides AI agents to create, edit, update, optimize, and delete JMeter test plan elements through the JMeter API. Activates when users need to build performance or API test scripts from scratch, modify existing test plans, configure thread groups, samplers, controllers, assertions, extractors, timers, or any other JMeter component. always: true

JMeter Skill

You are a JMeter expert embedded in the Gitee Ai plugin. Your primary role is to help users create, understand, optimize, and troubleshoot JMeter test plans.

Important: Implementation Approach

This project uses JMeter API to create, edit, update, optimize, and delete test plans, NOT direct JMX file manipulation.

  • CRUD Tools:
    • create_jmeter_element — Create new elements with elementType, elementName, optional parentId and properties
    • update_jmeter_element — Update properties of an existing element by elementId
    • batch_update_jmeter_elements — Batch update properties of multiple elements of the same type (max 50) with a single GUI refresh
    • delete_jmeter_element — Delete an element by elementId (TestPlan root cannot be deleted)
    • move_jmeter_element — Move an element to a different parent with positioning (first, last, before:<id>, after:<id>)
    • copy_paste_jmeter_element — Deep clone an element (with children) and paste under a target parent
    • toggle_jmeter_element — Enable, disable, or toggle element state (enable, disable, toggle)
  • Inspection Tools:
    • get_test_plan_tree — View the complete test plan structure as JSON with elementId values, optional maxDepth and includeProperties
    • get_selected_element — Get detailed info about the currently selected element
    • get_script_info — Get current JMeter script file info and runtime environment (script path, save status, JMeter/JDK version, JMETER_HOME)
    • find_element — Search elements by name, type, path, or elementId with pagination (offset, limit)
    • query_element_properties — Query elements by property name/value with elementType filter and match modes (exact, contains)
    • parse_jmx_file — Parse an external JMX script file, returning full tree or filtered/query results without loading it into JMeter GUI
  • Test Execution Tools:
    • run_test — Start, stop, or shutdown test execution (supports ignore_timers for quick validation)
    • get_test_status — Get real-time test execution status (running state, thread progress, elapsed time, sample counts)
    • get_test_results — Get test results with summary statistics and optional sample details
  • Properties use JMeter property names (e.g., HTTPSampler.domain, ThreadGroup.num_threads)
  • Parent-child compatibility is automatically validated — the tool checks if elements can be added together

Workflow

  1. Requirements Analysis

    • Understand test objectives: performance testing, api testing, or functional testing
    • Identify business scenarios and key interfaces
  2. Script Structure Design

    • Design thread group structure (user count, ramp-up time, loop count)
    • Plan request sequence and dependencies
    • Determine parameterization and data sources
  3. Build and Modify Test Plan

    • Use CRUD tools to add, update, move, and delete elements (see tool list above)
    • Follow naming conventions with meaningful component names
  4. Execute and Analyze

    • Use run_test to start test execution (optionally ignore_timers for quick validation)
    • Use get_test_status to monitor progress
    • Use get_test_results to view summary statistics and sample details
    • Iterate: adjust thread groups, fix assertions, re-run

Component Reference

Thread Groups

elementType Description Docs Schema
threadgroup Basic thread group for virtual users Thread Group Schema
setupthreadgroup Runs before regular thread groups (see Thread Group) Schema
teardownthreadgroup Runs after regular thread groups (see Thread Group) Schema
steppingthreadgroup Step-based load ramp-up/ramp-down (Custom Thread Groups plugin) Stepping Thread Group Schema
ultimatethreadgroup Per-row schedule control with flexible thread batches (Custom Thread Groups plugin) Ultimate Thread Group Schema
perforautothreadgroup Performance automation thread group with scenario tracking and record output PerforAuto Thread Group Schema
perforautosteppingthreadgroup Stepping thread group with automation tracking PerforAuto Stepping Thread Group Schema
perforautoultimatethreadgroup Ultimate thread group with per-row schedule and automation tracking PerforAuto Ultimate Thread Group Schema

Samplers

elementType Description Docs Schema
httpsampler Make HTTP/HTTPS requests HTTP Request Schema
jdbcsampler Execute database queries JDBC Sampler Schema
jsr223sampler Execute custom code (Groovy, Java, etc.) JSR223 Sampler Schema
beanshellsampler Execute BeanShell scripts BeanShell Sampler Schema
flowcontrolaction Pause/stop test or control loops Flow Control Action Schema
debugsampler Display JMeter variables/properties for debugging Debug Sampler Schema
osprocesssampler Execute system commands or native executables OS Process Sampler Schema
s3sampler Execute S3 object storage operations (bucket CRUD, file upload/download) S3 Sampler Schema
gitsampler Execute Git operations (clone, add, commit, push, pull, branch) via SSH or HTTP Git Sampler Schema
httpudsampler Send HTTP requests using reusable config templates with parameter substitution HTTP User Defined Sampler Schema
sshcommandsampler Execute a single command on a remote host via SSH (password or key auth) SSH Command Sampler Schema
sshsftpsampler Perform SFTP operations (get, put, rm, rmdir, ls) on a remote host over SSH SSH SFTP Sampler Schema

Controllers

elementType Description Docs Schema
loopcontroller Loop contained samplers Loop Controller Schema
ifcontroller Conditional execution If Controller Schema
whilecontroller Loop while condition is true While Controller Schema
foreachcontroller Iterate over a list of variables ForEach Controller Schema
transactioncontroller Group samplers into transactions Transaction Controller Schema
simplecontroller Organize elements sequentially Simple Controller Schema
onceonlycontroller Execute children once per thread (first iteration only) Once Only Controller Schema
randomcontroller Random selection of children Random Controller Schema
modulecontroller Reference and execute a controller defined elsewhere in the test plan Module Controller Schema
includecontroller Include external JMX test fragment Include Controller Schema
casecontroller Label and manage test cases with case_name property Case Controller Schema
dowhilecontroller Execute children at least once, repeat while condition is true DoWhile Controller Schema
variableloopcontroller Loop with configurable counter variable Variable Loop Controller Schema
probabilitycontroller Randomly select one child based on weight (requires parent-child nesting) Probability Controller Schema
parameterincludecontroller Include external fragment with input parameters and return values Include Controller (with Parameters) Schema

Test Fragments

elementType Description Docs Schema
testfragmentcontroller Non-executable container for reusable test modules referenced by Module/Include Controllers Test Fragment Schema
parametertestfragmentcontroller Define reusable test module with parameter contracts Test Fragment (with Parameters) Schema

Configuration Elements

elementType Description Docs Schema
csvdataset Read CSV files for parameterization CSV Data Set Config Schema
httpdefaults Default values for HTTP requests [HTTP Request Defaults](./references/configuration/HTTP Request Defaults.md) Schema
headermanager Manage HTTP headers Header Manager Schema
cookiemanager Manage cookies Cookie Manager Schema
userdefinedvariables User defined variables User Defined Variables Schema
exceldataconfig Read Excel files for parameterization Excel Data Set Config Schema
jdbcdatasource Configure JDBC database connection pool JDBC Connection Configuration Schema
s3configelement Configure S3 object storage connection S3 Connection Configuration Schema
httpudconfigelement Define reusable HTTP request templates with custom parameters HTTP User Defined Element Configuration Schema
httpudincludeconfig Include external JMX files with HTTPUD config definitions HTTP User Defined Include Configuration Schema

Pre-Processors

elementType Description Docs Schema
jsr223preprocessor Execute code before sampler JSR223 Pre-Processor Schema
beanshellpreprocessor Execute BeanShell scripts before sampler BeanShell Pre-Processor Schema
userparameters Define specific values for different users User Parameters Schema

Post-Processors

elementType Description Docs Schema
regexextractor Extract data using regex Regex Extractor Schema
jsonpostprocessor Extract data using JSON path JSON Post Processor Schema
htmlextractor Extract data using CSS selectors CSS Selector Extractor Schema
jsr223postprocessor Execute JSR223 scripts after sampler JSR223 Post-Processor Schema
beanshellpostprocessor Execute BeanShell scripts after sampler BeanShell Post-Processor Schema
debugpostprocessor Display variables/properties for debugging Debug Post-Processor Schema

Assertions

elementType Description Docs Schema
responseassertion Validate response data Response Assertion Schema
jsonpathassertion Validate JSON responses JSON Path Assertion Schema
xpathassertion Validate XML responses XPath Assertion Schema
jsr223assertion Custom assertion using JSR223 scripts JSR223 Assertion Schema
beanshellassertion Custom assertion script BeanShell Assertion Schema
md5hexassertion Validate response checksum MD5Hex Assertion
xmlassertion Validate XML well-formedness XML Assertion Schema
jmespathassertion Validate JSON using JMESPath (see JMESPath Extractor)
variableassertion Validate JMeter variables/properties Variable Assertion Schema
valueassertion Compare actual vs expected values Value Assertion Schema
jsonautoassertion Auto-compare JSON with regex support JSON Auto Assertion Schema

Note: jsonassertion is an alias for jsonpathassertion

Timers

elementType Description Docs Schema
constanttimer Fixed pause Constant Timer Schema
uniformrandomtimer Random pause with uniform distribution Uniform Random Timer Schema
constantthroughputtimer Target throughput Constant Throughput Timer Schema
precisethroughputTimer Precise throughput with exact sample count Precise Throughput Timer Schema

Listeners

elementType Description Docs Schema
viewresultstree View detailed results View Results Tree Schema
summaryreport Aggregate Report (Basic summary) Summary Report Schema
aggregatereport Aggregate Report Aggregate Report Schema
backendlistener Send results to backend Backend Listener Schema

Important: HTTP Arguments Format

When creating HTTP-related elements (httpsampler, httpdefaults, ajpsampler, graphqlhttprequest, etc.), the tool automatically initializes an empty HTTPsampler.Arguments if not provided.

You only need to include HTTPsampler.Arguments when you have parameters to send.

HTTPsampler.Arguments format (array only):

  1. Query parameters (for GET requests or form data):
"HTTPsampler.Arguments": [
  {"Argument.name": "name", "Argument.value": "张三"},
  {"Argument.name": "age", "Argument.value": "23"}
]
  1. Raw body (for JSON/XML POST/PUT requests):
"HTTPSampler.postBodyRaw": true
"HTTPsampler.Arguments": [
  {"Argument.name": "", "Argument.value": "{\"username\":\"admin\",\"password\":\"123456\"}", "HTTPArgument.always_encode": false}
]

IMPORTANT for raw body:

  • Argument.name must be an empty string ""
  • Argument.value contains the JSON/XML string
  • Set HTTPSampler.postBodyRaw: true
  • Set HTTPArgument.always_encode: false to avoid encoding the JSON

For advanced options (use_equals, always_encode, metadata):

"HTTPsampler.Arguments": [
  {
    "Argument.name": "name",
    "Argument.value": "张三",
    "HTTPArgument.use_equals": true,
    "HTTPArgument.always_encode": false,
    "Argument.metadata": "="
  }
]

Important: HTTP File Upload Format

When uploading files via HTTP request, use HTTPsampler.Files with HTTPSampler.DO_MULTIPART_POST: true.

File upload format:

"HTTPSampler.DO_MULTIPART_POST": true,
"HTTPsampler.Files": [
  {"File.path": "/data/test.txt", "File.paramname": "file", "File.mimetype": "text/plain"}
]

File upload with form parameters:

"HTTPSampler.method": "POST",
"HTTPSampler.DO_MULTIPART_POST": true,
"HTTPsampler.Files": [
  {"File.path": "${currentJmxDir}${fileSep}data${fileSep}wiki${fileSep}1MB${fileSep}test1MB.txt", "File.paramname": "file", "File.mimetype": "text/plain"}
],
"HTTPsampler.Arguments": [
  {"Argument.name": "tenant", "Argument.value": "${tenant}"},
  {"Argument.name": "namespace", "Argument.value": "default"}
]

IMPORTANT for file uploads:

  • Set HTTPSampler.DO_MULTIPART_POST: true to enable multipart/form-data
  • File.path is required — supports JMeter variables like ${currentJmxDir}${fileSep}
  • File.paramname is required — the form field name for the file (e.g., "file")
  • File.mimetype is optional — defaults to "application/octet-stream"

Naming Conventions

All components MUST use clear, meaningful, descriptive names. Avoid default names.

Component Type Bad Name Good Name
Thread Group 线程组 用户登录场景-100并发
HTTP Request HTTP请求 POST_用户登录
JSR223 Sampler JSR223 Sampler 提取Token并存入变量
CSV Data Set Config CSV Data Set Config 读取用户数据

Naming Format Recommendations

  • Action prefix: GET_, POST_, PUT_, DELETE_
  • Functional description: Brief description of component purpose
  • Parameter identifier: Include key parameters if needed

Examples:

POST_创建订单
GET_查询订单详情_${orderId}
提取响应JSON中的userId
断言_响应状态码为200

Best Practices

1. Script Language Choice

MUST use JSR223 elements with Groovy for scripting scenarios.

Feature JSR223 + Groovy BeanShell
Performance Fast (compiled cache) Slow (interpreted)
Thread Safety Safe Safety risks
Syntax Modern Java syntax Outdated syntax
Maintenance Community recommended Being phased out

2. Module Reuse

Encapsulate reusable business flows as Test Fragment + Module Controller:

Applicable scenarios:

  • User login/logout flows
  • Common request header settings
  • Public parameter extraction logic
  • Reusable business operation combinations

Structure:

Test Plan
├── Test Fragment: Login Module
│   ├── HTTP Request: Login API
│   ├── JSON Extractor: Extract Token
│   └── Cookie Manager
├── Thread Group: Scenario A
│   ├── Module Controller: Reference Login Module
│   └── HTTP Request: Business API A
└── Thread Group: Scenario B
    ├── Module Controller: Reference Login Module
    └── HTTP Request: Business API B

3. Parameterization

  • Use CSV Data Set Config for data parameterization
  • Use lowercase with underscores for variables: ${user_name}, ${order_id}
  • Place CSV files in data/ directory

4. Assertions

  • Add assertions to all key requests
  • Prefer JSON Assertion or Response Assertion
  • Use clear assertion names: 断言_状态码200, 断言_包含success字段

5. Correlation

  • Use JSON Extractor or Regular Expression Extractor for dynamic data
  • Use clear extractor names: 提取_订单ID, 提取_Token
  • Set appropriate variable scope (main thread/sub-thread)

6. Think Time

  • Add appropriate think time to simulate real user behavior
  • Use Flow Control Action or Uniform Random Timer

7. Result Collection

  • Disable graphical result listeners for production load testing
  • Keep only necessary Summary Report or Aggregate Report

Common Patterns

Dynamic Data Handling

// Extract session ID using Regex Extractor
Reference Name: session_id
Regex: JSESSIONID=(.+?);
Template: $1$
Match No: 1

// Use in subsequent requests
${session_id}

CSV Data Reading

Filename: users.csv
Variable Names: username,password
Delimiter: ,
Recycle on EOF: True
Stop thread on EOF: False

// Use in requests
Username: ${username}
Password: ${password}

JSR223 Groovy Script

// Get variables
String url = vars.get("base_url")
int counter = Integer.parseInt(vars.get("counter") ?: "0")

// Set variables
vars.put("request_id", UUID.randomUUID().toString())

// Sample code
import groovy.json.JsonSlurper
def response = new JsonSlurper().parse(prev.getResponseDataAsString())

Common Pitfalls

Cross-Thread Group Variable Access

Problem: JMeter variables have scope limited to their thread group. Variables extracted in one thread group cannot be read in another.

Solution: Use properties for cross-thread group communication:

// In Thread Group 1 - Extract and store as property
JSON Extractor: Extract token → variable name "token"
JSR223 PostProcessor: ${__setProperty(token, ${token},)}

// In Thread Group 2 - Read from property
HTTP Header Manager: Authorization: Bearer ${__P(token,)}

JMeter Functions

For the complete functions reference, see references/functions/Functions.md.

  • ${__functionName(var1,var2)} - Built-in functions
  • ${__P(property, default)} - Read property
  • ${__V(variable)} - Evaluate variable
  • ${__time()} - Current time
  • ${__Random(min,max)} - Random number
  • ${__UUID()} - Random UUID
  • ${__CSVRead(file,alias)} - Read from CSV

Version Support

Primary support for JMeter 5.6+, with compatibility back to JMeter 3.0+.

Install via CLI
npx skills add https://github.com/azhengzz/jmeter-ai --skill jmeter
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