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Atomic

Low-level primitives: file I/O, git, HTTP, shell, SSH, process management, and testing.

44 modules

ModuleDescription
Filter ArrayFilter elemen array berdasarkan kondisi
Urutkan ArrayUrutkan elemen array secara ascending atau descending
Array UnikHapus nilai duplikat dari array
OAuth2 Token ExchangeExchange authorization code, refresh token, or client credentials for an access token
Pencarian DNSPencarian DNS untuk catatan domain
Perbedaan TeksHasilkan perbedaan antara dua string teks
Edit FileGanti teks dalam file menggunakan pencocokan string yang tepat
Periksa File AdaPeriksa apakah file atau direktori ada
Baca FileBaca konten dari file
Tulis FileTulis konten ke file
Git CloneClone repositori git
Git CommitBuat commit git
Git DiffDapatkan git diff
HTTP PaginateAutomatically iterate through paginated API endpoints and collect all results
Permintaan HTTPKirim permintaan HTTP dan terima respons
Assert Respons HTTPAssert dan validasi properti respons HTTP
HTTP SessionSend a sequence of HTTP requests with persistent cookies (login → action → logout)
Webhook WaitStart a temporary server and wait for an incoming webhook callback
LLM ChatBerinteraksi dengan API LLM untuk operasi cerdas
Perbaikan Kode AIOtomatis hasilkan perbaikan kode berdasarkan masalah
HitungLakukan operasi matematika dasar
Pemeriksaan Kesehatan HTTPPemeriksaan kesehatan HTTP / pemantauan uptime
Periksa PortPeriksa apakah port jaringan terbuka atau tertutup
Tunggu PortTunggu port jaringan tersedia
Daftar ProsesDaftar semua proses background yang berjalan
Mulai Proses BackgroundMulai proses background (server, layanan, dll.)
Hentikan ProsesHentikan proses background yang berjalan
Eksekusi Perintah ShellEksekusi perintah shell dan tangkap output
Eksekusi SSHEksekusi perintah di server jarak jauh via SSH
Unduh SFTPUnduh file dari server jarak jauh via SFTP
Unggah SFTPUnggah file ke server jarak jauh via SFTP
Jalankan Langkah E2EEksekusi langkah tes end-to-end secara sekuensial
Gerbang KualitasEvaluasi metrik kualitas terhadap threshold yang ditentukan
Jalankan Tes HTTPEksekusi suite tes HTTP API
Jalankan LinterJalankan pemeriksaan linting pada source code
Hasilkan LaporanHasilkan laporan eksekusi tes
Jalankan SkenarioEksekusi tes berbasis skenario (gaya BDD)
Pindai KeamananPindai kerentanan keamanan
Jalankan Test SuiteEksekusi koleksi tes
Jalankan Unit TestEksekusi unit test
Perbandingan VisualBandingkan output visual untuk perbedaan
Evaluasi Kualitas UIEvaluasi kualitas UI komprehensif dengan penilaian multi-dimensi
Analisis Gambar dengan AIAnalisis gambar menggunakan OpenAI Vision API (GPT-4V)
Bandingkan GambarBandingkan dua gambar dan identifikasi perbedaan visual

Modules

Filter Array

array.filter

Filter elemen array berdasarkan kondisi

Parameters:

NameTypeRequiredDefaultDescription
arrayarrayYes-Array of items to process. Can be numbers, strings, or objects.
conditionselect (eq, ne, gt, gte, lt, lte, contains, startswith, endswith, regex, in, notin, exists, empty, notempty)Yes-How to compare each item against the value
valuestringYes-Value to compare each item against (leave empty for exists/empty checks)

Output:

FieldTypeDescription
filteredarrayArray yang difilter
countnumberArray yang difilter

Example: Filter numbers greater than 5

yaml
array: [1, 5, 10, 15, 3]
condition: gt
value: 5

Urutkan Array

array.sort

Urutkan elemen array secara ascending atau descending

Parameters:

NameTypeRequiredDefaultDescription
arrayarrayYes-Array of items to process. Can be numbers, strings, or objects.
orderselect (asc, desc)NoascDirection to sort items

Output:

FieldTypeDescription
sortedarrayArray yang diurutkan
countnumberArray yang diurutkan

Example: Sort numbers ascending

yaml
array: [5, 2, 8, 1, 9]
order: asc

Array Unik

array.unique

Hapus nilai duplikat dari array

Parameters:

NameTypeRequiredDefaultDescription
arrayarrayYes-Array of items to process. Can be numbers, strings, or objects.
preserve_orderbooleanNoTrueKeep first occurrence order

Output:

FieldTypeDescription
uniquearrayArray dengan nilai unik
countnumberArray dengan nilai unik
duplicates_removednumberArray dengan nilai unik

Example: Remove duplicates

yaml
array: [1, 2, 2, 3, 4, 3, 5]
preserve_order: true

OAuth2 Token Exchange

auth.oauth2

Exchange authorization code, refresh token, or client credentials for an access token

Parameters:

NameTypeRequiredDefaultDescription
token_urlstringYes-OAuth2 token endpoint URL
grant_typestringNoauthorization_codeOAuth2 grant type
client_idstringYes-OAuth2 application client ID
client_secretstringNo-OAuth2 application client secret
codestringNo-Authorization code received from the OAuth2 authorization flow
redirect_uristringNo-Redirect URI used in the authorization request (must match exactly)
refresh_tokenstringNo-Refresh token for obtaining a new access token
scopestringNo-Space-separated list of OAuth2 scopes
code_verifierstringNo-PKCE code verifier for public clients
client_auth_methodstringNobodyHow to send client credentials to the token endpoint
extra_paramsobjectNo{}Additional parameters to include in the token request
timeoutnumberNo15Maximum time to wait in seconds

Output:

FieldTypeDescription
okbooleanWhether token exchange was successful
access_tokenstringThe access token for API requests
token_typestringToken type (usually "Bearer")
expires_innumberToken lifetime in seconds
refresh_tokenstringRefresh token (if provided by the OAuth2 server)
scopestringGranted scopes
rawobjectFull raw response from the token endpoint
duration_msnumberRequest duration in milliseconds

Example: Exchange authorization code (Google)

yaml
token_url: https://oauth2.googleapis.com/token
grant_type: authorization_code
client_id: ${env.GOOGLE_CLIENT_ID}
client_secret: ${env.GOOGLE_CLIENT_SECRET}
code: 4/0AX4XfWh...
redirect_uri: https://yourapp.com/callback

Example: Refresh an expired token

yaml
token_url: https://oauth2.googleapis.com/token
grant_type: refresh_token
client_id: ${env.GOOGLE_CLIENT_ID}
client_secret: ${env.GOOGLE_CLIENT_SECRET}
refresh_token: ${env.REFRESH_TOKEN}

Example: Client credentials (machine-to-machine)

yaml
token_url: https://login.microsoftonline.com/{tenant}/oauth2/v2.0/token
grant_type: client_credentials
client_id: ${env.AZURE_CLIENT_ID}
client_secret: ${env.AZURE_CLIENT_SECRET}
scope: https://graph.microsoft.com/.default

Example: GitHub OAuth (code exchange)

yaml
token_url: https://github.com/login/oauth/access_token
grant_type: authorization_code
client_id: ${env.GITHUB_CLIENT_ID}
client_secret: ${env.GITHUB_CLIENT_SECRET}
code: abc123...

Pencarian DNS

dns.lookup

Pencarian DNS untuk catatan domain

Parameters:

NameTypeRequiredDefaultDescription
domainstringYes-Nama domain untuk dicari
record_typeselect (A, AAAA, CNAME, MX, NS, TXT, SOA, SRV)NoAJenis catatan DNS untuk ditanyakan
timeoutnumberNo10Batas waktu pencarian dalam detik

Output:

FieldTypeDescription
okbooleanWhether lookup succeeded
dataobject

Example: A record lookup

yaml
domain: example.com
record_type: A

Example: MX record lookup

yaml
domain: example.com
record_type: MX

Perbedaan Teks

file.diff

Hasilkan perbedaan antara dua string teks

Parameters:

NameTypeRequiredDefaultDescription
originalstringYes-Teks asli
modifiedstringYes-Teks yang dimodifikasi
context_linesnumberNo3Jumlah baris konteks di sekitar perubahan
filenamestringNofileNama file yang digunakan di header perbedaan

Output:

FieldTypeDescription
diffstringOutput perbedaan yang seragam
changedbooleanApakah ada perubahan
additionsnumberJumlah baris yang ditambahkan
deletionsnumberJumlah baris yang dihapus

Example: Diff two strings

yaml
original: hello
world
modified: hello
world!
filename: test.txt

Edit File

file.edit

Ganti teks dalam file menggunakan pencocokan string yang tepat

Parameters:

NameTypeRequiredDefaultDescription
pathstringYes-Jalur ke file yang akan diedit
old_stringstringYes-Teks untuk ditemukan dan diganti
new_stringstringYes-Teks pengganti
replace_allbooleanNoFalseGanti semua kejadian, bukan hanya yang pertama
encodingselect (utf-8, ascii, latin-1, utf-16, gbk, big5)Noutf-8Pengkodean file

Output:

FieldTypeDescription
pathstringJalur file yang diedit
replacementsnumberJumlah penggantian yang dilakukan
diffstringPerbedaan yang menunjukkan apa yang berubah

Example: Replace string in file

yaml
path: /tmp/example.py
old_string: def hello():
new_string: def hello_world():

Periksa File Ada

file.exists

Periksa apakah file atau direktori ada

Parameters:

NameTypeRequiredDefaultDescription
pathstringYes-Path to the file

Output:

FieldTypeDescription
existsbooleanApakah path ada
is_filebooleanApakah path ada
is_directorybooleanApakah path ada

Example: Check file exists

yaml
path: /tmp/data.txt

Baca File

file.read

Baca konten dari file

Parameters:

NameTypeRequiredDefaultDescription
pathstringYes-Path to the file
encodingselect (utf-8, ascii, latin-1, utf-16, gbk, big5)Noutf-8Character encoding for the file

Output:

FieldTypeDescription
contentstringKonten file
sizenumberKonten file

Example: Read text file

yaml
path: /tmp/data.txt
encoding: utf-8

Tulis File

file.write

Tulis konten ke file

Parameters:

NameTypeRequiredDefaultDescription
pathstringYes-Path to the file
contentstringYes-Text content to write to the file
encodingselect (utf-8, ascii, latin-1, utf-16, gbk, big5)Noutf-8Character encoding for the file
modeselect (overwrite, append)NooverwriteHow to write content to the file

Output:

FieldTypeDescription
pathstringPath file
bytes_writtennumberPath file

Example: Write text file

yaml
path: /tmp/output.txt
content: Hello World
mode: overwrite

Git Clone

git.clone

Clone repositori git

Parameters:

NameTypeRequiredDefaultDescription
urlstringYes-URL repositori Git (HTTPS atau SSH)
destinationstringYes-Jalur lokal untuk clone
branchstringNo-Cabang untuk checkout setelah clone
depthnumberNo-Kedalaman clone dangkal (kosongkan untuk clone penuh)
tokenstringNo-Token akses pribadi untuk repositori privat

Output:

FieldTypeDescription
okbooleanWhether clone succeeded
dataobject

Example: Clone public repository

yaml
url: https://github.com/user/repo.git
destination: /tmp/repo

Example: Shallow clone specific branch

yaml
url: https://github.com/user/repo.git
destination: /tmp/repo
branch: develop
depth: 1

Git Commit

git.commit

Buat commit git

Parameters:

NameTypeRequiredDefaultDescription
repo_pathstringYes-Jalur ke repositori git
messagestringYes-Pesan commit
add_allbooleanNoFalseStage semua perubahan sebelum commit (git add -A)
filesarrayNo-File spesifik untuk stage sebelum commit
author_namestringNo-Ganti nama penulis commit
author_emailstringNo-Ganti email penulis commit

Output:

FieldTypeDescription
okbooleanWhether commit succeeded
dataobject

Example: Commit all changes

yaml
repo_path: /home/user/project
message: feat: add user authentication
add_all: true

Example: Commit specific files

yaml
repo_path: /home/user/project
message: fix: correct typo in readme
files: ["README.md"]

Git Diff

git.diff

Dapatkan git diff

Parameters:

NameTypeRequiredDefaultDescription
repo_pathstringYes-Jalur ke repositori git
ref1stringNoHEADReferensi pertama (commit, cabang, tag)
ref2stringNo-Referensi kedua untuk dibandingkan
stagedbooleanNoFalseTampilkan hanya perubahan yang di-stage (--cached)
stat_onlybooleanNoFalseTampilkan hanya statistik file (--stat)

Output:

FieldTypeDescription
okbooleanWhether diff succeeded
dataobject

Example: Show unstaged changes

yaml
repo_path: /home/user/project

Example: Compare branches

yaml
repo_path: /home/user/project
ref1: main
ref2: feature/login

Example: Show staged changes stats

yaml
repo_path: /home/user/project
staged: true
stat_only: true

HTTP Paginate

http.paginate

Automatically iterate through paginated API endpoints and collect all results

Parameters:

NameTypeRequiredDefaultDescription
urlstringYes-URL to navigate to
methodselect (GET, POST, PUT, PATCH, DELETE, HEAD, OPTIONS)NoGETHTTP request method
headersobjectNo{}HTTP request headers as key-value pairs
authobjectNo-Authentication credentials for the HTTP request
strategystringNooffsetHow the API implements pagination
data_pathstringNo-Dot-notation path to the array of items in the response (e.g. "data", "results", "items")
offset_paramstringNooffsetQuery parameter name for offset
limit_paramstringNolimitQuery parameter name for page size
page_sizenumberNo100Number of items per page
page_paramstringNopageQuery parameter name for page number
start_pagenumberNo1First page number (usually 0 or 1)
cursor_paramstringNocursorQuery parameter name for cursor token
cursor_pathstringNo-Dot-notation path to the next cursor in the response (e.g. "meta.next_cursor", "pagination.next")
max_pagesnumberNo50Maximum number of pages to fetch (safety limit)
delay_msnumberNo0Milliseconds to wait between page requests (rate limiting)
timeoutnumberNo30Maximum time to wait in seconds
verify_sslbooleanNoTrueVerify SSL certificates

Output:

FieldTypeDescription
okbooleanWhether all pages were fetched successfully
itemsarrayAll collected items across all pages
total_itemsnumberTotal number of items collected
pages_fetchednumberNumber of pages fetched
duration_msnumberTotal duration in milliseconds

Example: Offset pagination (REST API)

yaml
url: https://api.example.com/users
strategy: offset
data_path: data
page_size: 100

Example: Page number pagination

yaml
url: https://api.example.com/products
strategy: page
data_path: results
page_param: page
page_size: 50
start_page: 1

Example: Cursor pagination (Slack, Notion)

yaml
url: https://api.notion.com/v1/databases/{db_id}/query
method: POST
strategy: cursor
data_path: results
cursor_path: next_cursor
cursor_param: start_cursor
auth: {"type": "bearer", "token": "${env.NOTION_TOKEN}"}

Example: Link header pagination (GitHub)

yaml
url: https://api.github.com/repos/octocat/hello-world/issues
strategy: link_header
page_size: 100
auth: {"type": "bearer", "token": "${env.GITHUB_TOKEN}"}

Permintaan HTTP

http.request

Kirim permintaan HTTP dan terima respons

Parameters:

NameTypeRequiredDefaultDescription
urlstringYes-URL to navigate to
methodselect (GET, POST, PUT, PATCH, DELETE, HEAD, OPTIONS)NoGETHTTP request method
headersobjectNo{}HTTP request headers as key-value pairs
bodyanyNo-HTTP request body content (JSON, text, or form data)
queryobjectNo{}URL query string parameters as key-value pairs
content_typeselect (application/json, application/x-www-form-urlencoded, multipart/form-data, text/plain, text/html, application/xml)Noapplication/jsonContent type of the request body
authobjectNo-Authentication credentials for the HTTP request
timeoutnumberNo30Maximum time to wait in seconds
follow_redirectsbooleanNoTrueAutomatically follow HTTP redirects
verify_sslbooleanNoTrueVerify SSL certificates
response_typeselect (auto, json, text, binary)NoautoHow to parse the response body
retry_countnumberNo0Number of retries on failure or 429/503 status
retry_backoffstringNoexponentialBackoff strategy between retries
retry_delaynumberNo1Initial delay between retries in seconds

Output:

FieldTypeDescription
okbooleanApakah permintaan berhasil (status 2xx)
statusnumberApakah permintaan berhasil (status 2xx)
status_textstringApakah permintaan berhasil (status 2xx)
headersobjectKode status HTTP
bodyanyTeks status HTTP
urlstringHeader respons
duration_msnumberBody respons (JSON yang di-parse atau teks)
content_typestringURL akhir (setelah redirect)
content_lengthnumberContent-Type respons

Example: Simple GET request

yaml
url: https://api.example.com/users
method: GET

Example: POST with JSON body

yaml
url: https://api.example.com/users
method: POST
body: {"name": "John", "email": "john@example.com"}

Example: Request with Bearer auth

yaml
url: https://api.example.com/protected
method: GET
auth: {"type": "bearer", "token": "${env.API_TOKEN}"}

Example: Request with query params

yaml
url: https://api.example.com/search
method: GET
query: {"q": "flyto", "limit": 10}

Assert Respons HTTP

http.response_assert

Assert dan validasi properti respons HTTP

Parameters:

NameTypeRequiredDefaultDescription
responseobjectYes-HTTP response object from http.request
statusanyNo-Expected status code (number, array of numbers, or range string "200-299")
body_containsanyNo-String or array of strings that body should contain
body_not_containsanyNo-String or array of strings that body should NOT contain
body_matchesstringYes-Regular expression pattern
json_pathobjectNo-Object mapping JSON paths to expected values (e.g., {"data.id": 123})
json_path_existsarrayNo-Array of JSON paths that should exist
header_containsobjectNo-Object mapping header names to expected values
content_typeselect (application/json, application/x-www-form-urlencoded, multipart/form-data, text/plain, text/html, application/xml)No-Content type of the request body
max_duration_msnumberNo-Maximum allowed response time in milliseconds
schemaobjectNo-JSON Schema to validate response body against
fail_fastbooleanNoFalseStop on first assertion failure

Output:

FieldTypeDescription
okbooleanApakah semua asersi lolos
passednumberApakah semua asersi lolos
failednumberApakah semua asersi lolos
totalnumberJumlah asersi yang lolos
assertionsarrayJumlah asersi yang gagal
errorsarrayHasil asersi detail

Example: Assert status 200

yaml
response: ${http_request.result}
status: 200

Example: Assert JSON structure

yaml
response: ${http_request.result}
status: 200
json_path: {"data.id": "${expected_id}", "data.name": "John"}
json_path_exists: ["data.created_at", "data.email"]

Example: Assert API response

yaml
response: ${api_result}
status: [200, 201]
content_type: application/json
max_duration_ms: 1000
json_path: {"success": true}

HTTP Session

http.session

Send a sequence of HTTP requests with persistent cookies (login → action → logout)

Parameters:

NameTypeRequiredDefaultDescription
requestsarrayYes-Ordered list of HTTP requests to execute with shared cookies
authobjectNo-Authentication applied to all requests in the session
stop_on_errorbooleanNoTrueStop executing remaining requests if one fails (non-2xx)
timeoutnumberNo30Maximum time per individual request
verify_sslbooleanNoTrueVerify SSL certificates

Output:

FieldTypeDescription
okbooleanWhether all requests succeeded
resultsarrayResults from each request in order
cookiesobjectFinal session cookies as key-value pairs
duration_msnumberTotal duration in milliseconds

Example: Login and fetch data

yaml
requests: [{"label": "Login", "url": "https://example.com/api/login", "method": "POST", "body": {"username": "${env.USER}", "password": "${env.PASS}"}}, {"label": "Get Profile", "url": "https://example.com/api/profile", "method": "GET"}]
stop_on_error: true

Example: CSRF token flow

yaml
requests: [{"label": "Get CSRF Token", "url": "https://example.com/csrf-token", "method": "GET"}, {"label": "Submit Form", "url": "https://example.com/api/submit", "method": "POST", "body": {"data": "value"}}]

Webhook Wait

http.webhook_wait

Start a temporary server and wait for an incoming webhook callback

Parameters:

NameTypeRequiredDefaultDescription
pathstringNo/webhookURL path to listen on (e.g. /webhook, /callback)
portnumberNo0Port to listen on (0 = auto-assign)
timeoutnumberNo300Maximum time to wait for the webhook callback
use_ngrokbooleanNoFalseCreate an ngrok tunnel for public access (requires pyngrok)
ngrok_tokenstringNo-ngrok authentication token (free at ngrok.com)
expected_methodstringNoPOSTOnly accept this HTTP method (empty = accept any)
response_statusnumberNo200HTTP status code to respond with when webhook is received
response_bodystringNo{"ok": true}Response body to send back to the webhook caller

Output:

FieldTypeDescription
okbooleanWhether webhook was received before timeout
webhook_urlstringThe URL to send webhooks to (public if ngrok enabled)
methodstringHTTP method of the received webhook
headersobjectHeaders from the received webhook
bodyanyBody from the received webhook (parsed JSON or raw text)
queryobjectQuery parameters from the received webhook
duration_msnumberTime waited for the webhook in milliseconds

Example: Wait for Stripe webhook (local)

yaml
path: /webhook/stripe
port: 8765
timeout: 120
use_ngrok: false

Example: Wait for webhook with ngrok tunnel

yaml
path: /webhook
timeout: 300
use_ngrok: true
ngrok_token: ${env.NGROK_AUTH_TOKEN}

LLM Chat

llm.chat

Berinteraksi dengan API LLM untuk operasi cerdas

Parameters:

NameTypeRequiredDefaultDescription
promptstringYes-The prompt or question to send to the AI model
system_promptstringNo-System instructions to set AI behavior and context
contextobjectNo-Additional context data to include
messagesarrayNo-Previous messages for multi-turn conversation
providerselect (openai, anthropic, ollama)NoopenaiAI model provider
modelstringNogpt-4oSpecific model to use
temperaturenumberNo0.7Creativity level (0=deterministic, 1=creative)
max_tokensnumberNo2000Maximum tokens in response
response_formatselect (text, json, code, markdown)NotextExpected format of the AI response
api_keystringNo-API key (defaults to provider env var)
base_urlstringNo-Custom API base URL (for Ollama or proxies)

Output:

FieldTypeDescription
okbooleanApakah permintaan berhasil
responsestringApakah permintaan berhasil
parsedanyApakah permintaan berhasil
modelstringTeks respons LLM
tokens_usednumberRespons yang di-parse (jika format JSON diminta)
finish_reasonstringModel yang digunakan

Example: Code Review

yaml
prompt: Review this code for bugs and improvements:

${code}
system_prompt: You are an expert code reviewer. Be specific and actionable.
model: gpt-4o

Example: Generate Fix

yaml
prompt: The UI evaluation found these issues: ${issues}

Generate code fixes.
system_prompt: You are a frontend developer. Return only valid code.
response_format: code

Example: Decision Making

yaml
prompt: Based on these test results, should we deploy? ${test_results}
system_prompt: You are a DevOps engineer. Return JSON: {"decision": "yes/no", "reason": "..."}
response_format: json

Perbaikan Kode AI

llm.code_fix

Otomatis hasilkan perbaikan kode berdasarkan masalah

Parameters:

NameTypeRequiredDefaultDescription
issuesarrayYes-List of issues to fix (from ui.evaluate, test results, etc.)
source_filesarrayYes-Files to analyze and potentially fix
fix_modeselect (suggest, apply, dry_run)NosuggestHow to handle the suggested fixes
backupbooleanNoTrueCreate .bak backup before modifying files
contextstringNo-Text content to process
modelstringNogpt-4oSpecific model to use
api_keystringNo-API key (defaults to provider env var)

Output:

FieldTypeDescription
okbooleanApakah operasi berhasil
fixesarrayApakah operasi berhasil
appliedarrayApakah operasi berhasil
failedarrayDaftar perbaikan yang dihasilkan
summarystringDaftar perbaikan yang diterapkan (jika fix_mode adalah apply)

Example: Fix UI Issues

yaml
issues: ${ui_evaluation.issues}
source_files: ["./src/components/Footer.tsx", "./src/styles/footer.css"]
fix_mode: suggest
context: React + Tailwind CSS project

Example: Auto-fix and Apply

yaml
issues: ${test_results.failures}
source_files: ["./src/App.tsx"]
fix_mode: apply
backup: true

Hitung

math.calculate

Lakukan operasi matematika dasar

Parameters:

NameTypeRequiredDefaultDescription
operationselect (add, subtract, multiply, divide, power, modulo, sqrt, abs)Yes-Operation to perform
anumberYes-First operand
bnumberNo-Second operand (not required for sqrt and abs)
precisionnumberNo2Number of decimal places

Output:

FieldTypeDescription
resultnumberHasil perhitungan
operationstringHasil perhitungan
expressionstringHasil perhitungan

Example: Add two numbers

yaml
operation: add
a: 10
b: 5

Example: Calculate power

yaml
operation: power
a: 2
b: 8

Pemeriksaan Kesehatan HTTP

monitor.http_check

Pemeriksaan kesehatan HTTP / pemantauan uptime

Parameters:

NameTypeRequiredDefaultDescription
urlstringYes-URL yang akan diperiksa
methodselect (GET, HEAD, POST)NoGETMetode HTTP
expected_statusnumberNo200Kode status HTTP yang diharapkan
timeout_msnumberNo10000Batas waktu permintaan dalam milidetik
headersobjectNo-Header permintaan khusus
bodystringNo-Badan permintaan (untuk POST)
check_sslbooleanNoTruePeriksa keabsahan dan kedaluwarsa sertifikat SSL
containsstringNo-Badan respons harus mengandung string ini
follow_redirectsbooleanNoTrueIkuti pengalihan HTTP

Output:

FieldTypeDescription
okbooleanWhether check completed
dataobject

Example: Basic health check

yaml
url: https://api.example.com/health
expected_status: 200

Example: Check with content validation

yaml
url: https://api.example.com/health
contains: "status":"ok"
timeout_ms: 5000

Periksa Port

port.check

Periksa apakah port jaringan terbuka atau tertutup

Parameters:

NameTypeRequiredDefaultDescription
portanyYes-Nomor port atau array port untuk diperiksa
hoststringNolocalhostNomor port atau array port untuk diperiksa
connect_timeoutnumberNo2Host untuk terhubung
expect_openbooleanNo-Timeout untuk setiap percobaan koneksi

Output:

FieldTypeDescription
okbooleanAtur ke true untuk assert port terbuka, false untuk tertutup
resultsarrayApakah semua pemeriksaan lolos (jika expect_open diatur)
open_portsarrayApakah semua pemeriksaan lolos (jika expect_open diatur)
closed_portsarrayArray hasil pemeriksaan port
summaryobjectDaftar port terbuka

Example: Check single port

yaml
port: 3000

Example: Check multiple ports

yaml
port: [3000, 8080, 5432]
host: localhost

Example: Assert ports are open

yaml
port: [80, 443]
host: example.com
expect_open: true

Tunggu Port

port.wait

Tunggu port jaringan tersedia

Parameters:

NameTypeRequiredDefaultDescription
portnumberYes-Nomor port untuk ditunggu
hoststringNolocalhostHost untuk terhubung
timeoutnumberNo60Host untuk terhubung
intervalnumberNo500Waktu maksimum untuk menunggu
expect_closedbooleanNoFalseWaktu antara percobaan koneksi dalam milidetik

Output:

FieldTypeDescription
okbooleanTunggu port menjadi tidak tersedia
availablebooleanApakah port dalam kondisi yang diharapkan
hoststringApakah port dalam kondisi yang diharapkan
portnumberApakah port saat ini tersedia
wait_time_msnumberHost yang diperiksa
attemptsnumberPort yang diperiksa

Example: Wait for dev server

yaml
port: 3000
timeout: 30

Example: Wait for database

yaml
port: 5432
host: localhost
timeout: 60

Example: Wait for port to close

yaml
port: 8080
expect_closed: true
timeout: 10

Daftar Proses

process.list

Daftar semua proses background yang berjalan

Parameters:

NameTypeRequiredDefaultDescription
filter_namestringNo-Filter processes by name (substring match)
include_statusbooleanNoTrueInclude running/stopped status check for each process

Output:

FieldTypeDescription
okbooleanOperasi berhasil
processesarrayOperasi berhasil
countnumberOperasi berhasil
runningnumberDaftar informasi proses
stoppednumberTotal jumlah proses

Example: List all processes

yaml

Example: Filter by name

yaml
filter_name: dev

Mulai Proses Background

process.start

Mulai proses background (server, layanan, dll.)

Parameters:

NameTypeRequiredDefaultDescription
commandstringYes-Shell command to execute
cwdstringNo-Directory to execute command in
envobjectNo-Additional environment variables to set
namestringNo-Friendly name to identify the process
wait_for_outputstringNo-String to wait for in stdout before returning
wait_timeoutnumberNo60Maximum time to wait in seconds
capture_outputbooleanNoTrueCapture stdout/stderr output from the process
log_filestringNo-File path to write process output to
auto_restartbooleanNoFalseAutomatically restart the process if it exits

Output:

FieldTypeDescription
okbooleanApakah proses berhasil dimulai
pidnumberApakah proses berhasil dimulai
process_idstringApakah proses berhasil dimulai
namestringID Proses
commandstringIdentifier proses internal untuk process.stop
cwdstringNama proses
started_atstringPerintah yang dieksekusi
initial_outputstringTimestamp ISO saat proses dimulai

Example: Start dev server

yaml
command: npm run dev
cwd: ./frontend
name: frontend-dev
wait_for_output: ready on
wait_timeout: 30

Example: Start Python HTTP server

yaml
command: python -m http.server 8000
name: static-server

Example: Start with environment

yaml
command: node server.js
env: {"PORT": "3000", "NODE_ENV": "test"}
name: api-server
wait_for_output: listening

Hentikan Proses

process.stop

Hentikan proses background yang berjalan

Parameters:

NameTypeRequiredDefaultDescription
process_idstringNo-Internal process identifier (from process.start)
namestringNo-Friendly name to identify the process
pidnumberNo-System process ID (PID) of the process
signalselect (SIGTERM, SIGKILL, SIGINT)NoSIGTERMSignal to send to the process
timeoutnumberNo10Maximum time to wait in seconds
forcebooleanNoFalseForce kill the process immediately with SIGKILL
stop_allbooleanNoFalseStop all tracked processes

Output:

FieldTypeDescription
okbooleanApakah semua proses berhasil dihentikan
stoppedarrayApakah semua proses berhasil dihentikan
failedarrayDaftar info proses yang dihentikan
countnumberDaftar info proses yang dihentikan

Example: Stop by process ID

yaml
process_id: ${start_result.process_id}

Example: Stop by name

yaml
name: dev-server

Example: Force kill by PID

yaml
pid: 12345
force: true

Example: Stop all processes

yaml
stop_all: true

Eksekusi Perintah Shell

shell.exec

Eksekusi perintah shell dan tangkap output

Parameters:

NameTypeRequiredDefaultDescription
commandstringYes-Shell command to execute
cwdstringNo-Directory to execute command in
envobjectNo-Additional environment variables to set
timeoutnumberNo300Maximum time to wait in seconds
shellbooleanNoFalseExecute command through shell (enables pipes, redirects)
capture_stderrbooleanNoTrueCapture stderr separately from stdout
encodingselect (utf-8, ascii, latin-1, utf-16, gbk, big5)Noutf-8Character encoding for the file
raise_on_errorbooleanNoFalseRaise exception if command returns non-zero exit code

Output:

FieldTypeDescription
okbooleanApakah perintah berhasil dieksekusi (exit code 0)
exit_codenumberApakah perintah berhasil dieksekusi (exit code 0)
stdoutstringApakah perintah berhasil dieksekusi (exit code 0)
stderrstringExit code perintah
commandstringOutput standar
cwdstringOutput error standar
duration_msnumberPerintah yang dieksekusi

Example: Run npm install

yaml
command: npm install
cwd: ./my-project

Example: Run tests with pytest

yaml
command: python -m pytest tests/ -v
timeout: 120

Example: Git status

yaml
command: git status --porcelain

Example: Build project

yaml
command: npm run build
cwd: ./frontend
env: {"NODE_ENV": "production"}

Eksekusi SSH

ssh.exec

Eksekusi perintah di server jarak jauh via SSH

Parameters:

NameTypeRequiredDefaultDescription
hoststringYes-Nama host atau IP server SSH
portnumberNo22Port SSH
usernamestringYes-Nama pengguna SSH
passwordstringNo-Kata sandi SSH
private_keystringNo-Kunci pribadi format PEM
commandstringYes-Perintah untuk dieksekusi di server jarak jauh
timeoutnumberNo30Batas waktu perintah dalam detik

Output:

FieldTypeDescription
okbooleanWhether command succeeded
dataobject

Example: List files on remote server

yaml
host: 192.168.1.100
username: deploy
command: ls -la /var/www

Example: Restart service

yaml
host: 10.0.0.5
username: root
command: systemctl restart nginx

Unduh SFTP

ssh.sftp_download

Unduh file dari server jarak jauh via SFTP

Parameters:

NameTypeRequiredDefaultDescription
hoststringYes-Nama host atau IP server SSH
portnumberNo22Port SSH
usernamestringYes-Nama pengguna SSH
passwordstringNo-Kata sandi SSH
private_keystringNo-Kunci pribadi format PEM
remote_pathstringYes-Jalur ke file di server jauh
local_pathstringYes-Jalur tujuan di mesin lokal

Output:

FieldTypeDescription
okbooleanWhether download succeeded
dataobject

Example: Download server log

yaml
host: 10.0.0.5
username: deploy
remote_path: /var/log/nginx/access.log
local_path: /tmp/access.log

Unggah SFTP

ssh.sftp_upload

Unggah file ke server jarak jauh via SFTP

Parameters:

NameTypeRequiredDefaultDescription
hoststringYes-Nama host atau IP server SSH
portnumberNo22Port SSH
usernamestringYes-Nama pengguna SSH
passwordstringNo-Kata sandi SSH
private_keystringNo-Kunci pribadi format PEM
local_pathstringYes-Jalur ke file lokal untuk diunggah
remote_pathstringYes-Jalur tujuan di server jarak jauh
overwritebooleanNoTrueTimpa file jarak jauh yang ada

Output:

FieldTypeDescription
okbooleanWhether upload succeeded
dataobject

Example: Upload deployment archive

yaml
host: 10.0.0.5
username: deploy
local_path: /tmp/app.tar.gz
remote_path: /opt/releases/app.tar.gz

Jalankan Langkah E2E

testing.e2e.run_steps

Eksekusi langkah tes end-to-end secara sekuensial

Parameters:

NameTypeRequiredDefaultDescription
stepsarrayYes-Array definisi langkah tes
stop_on_failurebooleanNoTrueWhether to stop on failure
timeout_per_stepnumberNo30000Timeout Per Step value

Output:

FieldTypeDescription
okbooleanApakah operasi berhasil
passednumberApakah operasi berhasil
failednumberApakah operasi berhasil
resultsarrayJumlah tes yang lolos

Gerbang Kualitas

testing.gate.evaluate

Evaluasi metrik kualitas terhadap threshold yang ditentukan

Parameters:

NameTypeRequiredDefaultDescription
metricsobjectYes-Metrik untuk dievaluasi
thresholdsobjectYes-Metrik untuk dievaluasi
fail_on_breachbooleanNoTrueWhether to fail on breach

Output:

FieldTypeDescription
okbooleanNilai threshold untuk setiap metrik
passedbooleanApakah operasi berhasil
resultsarrayApakah operasi berhasil
summarystringJumlah tes yang lolos

Jalankan Tes HTTP

testing.http.run_suite

Eksekusi suite tes HTTP API

Parameters:

NameTypeRequiredDefaultDescription
testsarrayYes-Array definisi tes HTTP
base_urlstringNo-Base URL for API requests
headersobjectNo{}HTTP request headers

Output:

FieldTypeDescription
okbooleanApakah operasi berhasil
passednumberApakah operasi berhasil
failednumberApakah operasi berhasil
resultsarrayJumlah tes yang lolos

Jalankan Linter

testing.lint.run

Jalankan pemeriksaan linting pada source code

Parameters:

NameTypeRequiredDefaultDescription
pathsarrayYes-File atau direktori untuk di-lint
linterstringNoautoLinter
fixbooleanNoFalseWhether to fix

Output:

FieldTypeDescription
okbooleanApakah operasi berhasil
errorsnumberApakah operasi berhasil
warningsnumberApakah operasi berhasil
issuesarrayJumlah error yang ditemukan

Hasilkan Laporan

testing.report.generate

Hasilkan laporan eksekusi tes

Parameters:

NameTypeRequiredDefaultDescription
resultsobjectYes-Results data
formatstringNojsonFormat
titlestringNoTest ReportTitle

Output:

FieldTypeDescription
okbooleanApakah operasi berhasil
reportstringApakah operasi berhasil
formatstringApakah operasi berhasil
summaryobjectLaporan

Jalankan Skenario

testing.scenario.run

Eksekusi tes berbasis skenario (gaya BDD)

Parameters:

NameTypeRequiredDefaultDescription
scenarioobjectYes-Definisi skenario dengan given/when/then
contextobjectNo{}Additional context data

Output:

FieldTypeDescription
okbooleanDefinisi skenario dengan given/when/then
passedbooleanApakah operasi berhasil
stepsarrayApakah operasi berhasil

Pindai Keamanan

testing.security.scan

Pindai kerentanan keamanan

Parameters:

NameTypeRequiredDefaultDescription
targetsarrayYes-File, URL, atau path untuk dipindai
scan_typestringNoallScan Type
severity_thresholdstringNomediumSeverity Threshold

Output:

FieldTypeDescription
okbooleanApakah operasi berhasil
vulnerabilitiesarrayApakah operasi berhasil
summaryobjectApakah operasi berhasil

Jalankan Test Suite

testing.suite.run

Eksekusi koleksi tes

Parameters:

NameTypeRequiredDefaultDescription
testsarrayYes-Array definisi tes
parallelbooleanNoFalseWhether to parallel
max_failuresnumberNo0Array definisi tes

Output:

FieldTypeDescription
okboolean0 = tanpa batas
passednumber0 = tanpa batas
failednumberApakah operasi berhasil
skippednumberJumlah tes yang lolos
resultsarrayJumlah tes yang gagal

Jalankan Unit Test

testing.unit.run

Eksekusi unit test

Parameters:

NameTypeRequiredDefaultDescription
pathsarrayYes-Path ke file tes atau direktori
patternstringNotest_*.pyPattern
verbosebooleanNoFalseWhether to verbose

Output:

FieldTypeDescription
okbooleanApakah operasi berhasil
passednumberApakah operasi berhasil
failednumberApakah operasi berhasil
errorsnumberJumlah tes yang lolos
resultsarrayJumlah tes yang gagal

Perbandingan Visual

testing.visual.compare

Bandingkan output visual untuk perbedaan

Parameters:

NameTypeRequiredDefaultDescription
actualstringYes-Path atau base64 gambar aktual
expectedstringYes-Path atau base64 gambar aktual
thresholdnumberNo0.1Path atau base64 gambar yang diharapkan
output_diffbooleanNoTrueWhether to output diff

Output:

FieldTypeDescription
okbooleanPerbedaan maksimum yang diizinkan (0-1)
matchbooleanApakah operasi berhasil
differencenumberApakah operasi berhasil
diff_imagestringKecocokan

Evaluasi Kualitas UI

ui.evaluate

Evaluasi kualitas UI komprehensif dengan penilaian multi-dimensi

Parameters:

NameTypeRequiredDefaultDescription
screenshotstringYes-Path screenshot atau URL untuk dievaluasi
app_typestringNoweb_appPath screenshot atau URL untuk dievaluasi
page_typestringNo-Jenis halaman yang dievaluasi
evaluation_criteriaarrayNo['visual_design', 'usability', 'accessibility', 'consistency', 'responsiveness']Kriteria spesifik untuk dievaluasi (default ke semua)
target_audiencestringNo-Deskripsi pengguna target
brand_guidelinesstringNo-Panduan merek singkat untuk diperiksa
min_scorenumberNo70Skor minimum keseluruhan untuk lolos (0-100)
api_keystringNo-API key OpenAI (default ke var env OPENAI_API_KEY)

Output:

FieldTypeDescription
okbooleanAPI key OpenAI (default ke var env OPENAI_API_KEY)
passedbooleanApakah evaluasi berhasil
overall_scorenumberApakah evaluasi berhasil
scoresobjectSkor kualitas UI keseluruhan (0-100)
strengthsarraySkor kualitas UI keseluruhan (0-100)
issuesarraySkor berdasarkan kriteria evaluasi
recommendationsarrayDaftar kekuatan UI
summarystringRekomendasi perbaikan spesifik

Example: Evaluate Dashboard

yaml
screenshot: ./screenshots/dashboard.png
app_type: dashboard
page_type: analytics dashboard
target_audience: business analysts
min_score: 75

Example: E-commerce Page Review

yaml
screenshot: ./screenshots/product.png
app_type: e_commerce
page_type: product detail
evaluation_criteria: ["usability", "cta_effectiveness", "visual_design"]

Analisis Gambar dengan AI

vision.analyze

Analisis gambar menggunakan OpenAI Vision API (GPT-4V)

Parameters:

NameTypeRequiredDefaultDescription
imagestringYes-Image file path, URL, or base64 data
promptstringYes-What to analyze in the image
analysis_typeselect (general, ui_review, accessibility, bug_detection, comparison, data_extraction)NogeneralType of analysis to perform
contextstringNo-Additional context about the image
output_formatselect (text, structured, json, checklist)NostructuredFormat of the analysis output
modelstringNogpt-4oSpecific model to use
max_tokensnumberNo1000Maximum tokens in response
api_keystringYes-API key for authentication
header_namestringNoX-API-KeyHTTP header name
detailselect (low, high, auto)NohighLevel of detail for image analysis

Output:

FieldTypeDescription
okbooleanApakah analisis berhasil
analysisstringApakah analisis berhasil
structuredobjectHasil analisis AI
modelstringData analisis terstruktur (jika output_format adalah structured/json)
tokens_usednumberModel yang digunakan untuk analisis

Example: UI Review

yaml
image: ./screenshots/dashboard.png
prompt: Review this dashboard UI. Evaluate: 1) Visual hierarchy 2) Color contrast 3) Button visibility 4) Overall usability. Suggest specific improvements.
analysis_type: ui_review
output_format: structured

Example: Bug Detection

yaml
image: ./screenshots/form.png
prompt: Find any visual bugs, layout issues, or broken elements in this form
analysis_type: bug_detection

Example: Accessibility Check

yaml
image: ./screenshots/page.png
prompt: Evaluate accessibility: color contrast, text readability, button sizes, clear labels
analysis_type: accessibility

Bandingkan Gambar

vision.compare

Bandingkan dua gambar dan identifikasi perbedaan visual

Parameters:

NameTypeRequiredDefaultDescription
image_beforestringYes-Path to baseline/before image
image_afterstringYes-Path to current/after image
comparison_typeselect (visual_regression, layout_diff, content_diff, full_analysis)Novisual_regressionType of comparison to perform
thresholdnumberNo5Acceptable difference percentage
focus_areasarrayNo-Specific areas to focus on
ignore_areasarrayNo-Areas to ignore (dynamic content, ads, etc.)
modelstringNogpt-4oSpecific model to use
api_keystringYes-API key for authentication
header_namestringNoX-API-KeyHTTP header name

Output:

FieldTypeDescription
okbooleanApakah perbandingan berhasil
has_differencesbooleanApakah perbandingan berhasil
similarity_scorenumberApakah perbedaan signifikan ditemukan
differencesarrayPersentase kesamaan (0-100)
summarystringDaftar perbedaan yang teridentifikasi
recommendationstringRingkasan hasil perbandingan

Example: Visual Regression Test

yaml
image_before: ./screenshots/baseline/home.png
image_after: ./screenshots/current/home.png
comparison_type: visual_regression
threshold: 5

Example: Layout Comparison

yaml
image_before: ./design/mockup.png
image_after: ./screenshots/implementation.png
comparison_type: layout_diff
focus_areas: ["header", "main content"]

Released under the Apache 2.0 License.