Atomic
Low-level primitives: file I/O, git, HTTP, shell, SSH, process management, and testing.
44 modules
| Module | Description |
|---|---|
| Filter Array | Filter elemen array berdasarkan kondisi |
| Urutkan Array | Urutkan elemen array secara ascending atau descending |
| Array Unik | Hapus nilai duplikat dari array |
| OAuth2 Token Exchange | Exchange authorization code, refresh token, or client credentials for an access token |
| Pencarian DNS | Pencarian DNS untuk catatan domain |
| Perbedaan Teks | Hasilkan perbedaan antara dua string teks |
| Edit File | Ganti teks dalam file menggunakan pencocokan string yang tepat |
| Periksa File Ada | Periksa apakah file atau direktori ada |
| Baca File | Baca konten dari file |
| Tulis File | Tulis konten ke file |
| Git Clone | Clone repositori git |
| Git Commit | Buat commit git |
| Git Diff | Dapatkan git diff |
| HTTP Paginate | Automatically iterate through paginated API endpoints and collect all results |
| Permintaan HTTP | Kirim permintaan HTTP dan terima respons |
| Assert Respons HTTP | Assert dan validasi properti respons HTTP |
| HTTP Session | Send a sequence of HTTP requests with persistent cookies (login → action → logout) |
| Webhook Wait | Start a temporary server and wait for an incoming webhook callback |
| LLM Chat | Berinteraksi dengan API LLM untuk operasi cerdas |
| Perbaikan Kode AI | Otomatis hasilkan perbaikan kode berdasarkan masalah |
| Hitung | Lakukan operasi matematika dasar |
| Pemeriksaan Kesehatan HTTP | Pemeriksaan kesehatan HTTP / pemantauan uptime |
| Periksa Port | Periksa apakah port jaringan terbuka atau tertutup |
| Tunggu Port | Tunggu port jaringan tersedia |
| Daftar Proses | Daftar semua proses background yang berjalan |
| Mulai Proses Background | Mulai proses background (server, layanan, dll.) |
| Hentikan Proses | Hentikan proses background yang berjalan |
| Eksekusi Perintah Shell | Eksekusi perintah shell dan tangkap output |
| Eksekusi SSH | Eksekusi perintah di server jarak jauh via SSH |
| Unduh SFTP | Unduh file dari server jarak jauh via SFTP |
| Unggah SFTP | Unggah file ke server jarak jauh via SFTP |
| Jalankan Langkah E2E | Eksekusi langkah tes end-to-end secara sekuensial |
| Gerbang Kualitas | Evaluasi metrik kualitas terhadap threshold yang ditentukan |
| Jalankan Tes HTTP | Eksekusi suite tes HTTP API |
| Jalankan Linter | Jalankan pemeriksaan linting pada source code |
| Hasilkan Laporan | Hasilkan laporan eksekusi tes |
| Jalankan Skenario | Eksekusi tes berbasis skenario (gaya BDD) |
| Pindai Keamanan | Pindai kerentanan keamanan |
| Jalankan Test Suite | Eksekusi koleksi tes |
| Jalankan Unit Test | Eksekusi unit test |
| Perbandingan Visual | Bandingkan output visual untuk perbedaan |
| Evaluasi Kualitas UI | Evaluasi kualitas UI komprehensif dengan penilaian multi-dimensi |
| Analisis Gambar dengan AI | Analisis gambar menggunakan OpenAI Vision API (GPT-4V) |
| Bandingkan Gambar | Bandingkan dua gambar dan identifikasi perbedaan visual |
Modules
Filter Array
array.filter
Filter elemen array berdasarkan kondisi
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
array | array | Yes | - | Array of items to process. Can be numbers, strings, or objects. |
condition | select (eq, ne, gt, gte, lt, lte, contains, startswith, endswith, regex, in, notin, exists, empty, notempty) | Yes | - | How to compare each item against the value |
value | string | Yes | - | Value to compare each item against (leave empty for exists/empty checks) |
Output:
| Field | Type | Description |
|---|---|---|
filtered | array | Array yang difilter |
count | number | Array yang difilter |
Example: Filter numbers greater than 5
array: [1, 5, 10, 15, 3]
condition: gt
value: 5Urutkan Array
array.sort
Urutkan elemen array secara ascending atau descending
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
array | array | Yes | - | Array of items to process. Can be numbers, strings, or objects. |
order | select (asc, desc) | No | asc | Direction to sort items |
Output:
| Field | Type | Description |
|---|---|---|
sorted | array | Array yang diurutkan |
count | number | Array yang diurutkan |
Example: Sort numbers ascending
array: [5, 2, 8, 1, 9]
order: ascArray Unik
array.unique
Hapus nilai duplikat dari array
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
array | array | Yes | - | Array of items to process. Can be numbers, strings, or objects. |
preserve_order | boolean | No | True | Keep first occurrence order |
Output:
| Field | Type | Description |
|---|---|---|
unique | array | Array dengan nilai unik |
count | number | Array dengan nilai unik |
duplicates_removed | number | Array dengan nilai unik |
Example: Remove duplicates
array: [1, 2, 2, 3, 4, 3, 5]
preserve_order: trueOAuth2 Token Exchange
auth.oauth2
Exchange authorization code, refresh token, or client credentials for an access token
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
token_url | string | Yes | - | OAuth2 token endpoint URL |
grant_type | string | No | authorization_code | OAuth2 grant type |
client_id | string | Yes | - | OAuth2 application client ID |
client_secret | string | No | - | OAuth2 application client secret |
code | string | No | - | Authorization code received from the OAuth2 authorization flow |
redirect_uri | string | No | - | Redirect URI used in the authorization request (must match exactly) |
refresh_token | string | No | - | Refresh token for obtaining a new access token |
scope | string | No | - | Space-separated list of OAuth2 scopes |
code_verifier | string | No | - | PKCE code verifier for public clients |
client_auth_method | string | No | body | How to send client credentials to the token endpoint |
extra_params | object | No | {} | Additional parameters to include in the token request |
timeout | number | No | 15 | Maximum time to wait in seconds |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether token exchange was successful |
access_token | string | The access token for API requests |
token_type | string | Token type (usually "Bearer") |
expires_in | number | Token lifetime in seconds |
refresh_token | string | Refresh token (if provided by the OAuth2 server) |
scope | string | Granted scopes |
raw | object | Full raw response from the token endpoint |
duration_ms | number | Request duration in milliseconds |
Example: Exchange authorization code (Google)
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/callbackExample: Refresh an expired token
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)
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/.defaultExample: GitHub OAuth (code exchange)
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:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
domain | string | Yes | - | Nama domain untuk dicari |
record_type | select (A, AAAA, CNAME, MX, NS, TXT, SOA, SRV) | No | A | Jenis catatan DNS untuk ditanyakan |
timeout | number | No | 10 | Batas waktu pencarian dalam detik |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether lookup succeeded |
data | object |
Example: A record lookup
domain: example.com
record_type: AExample: MX record lookup
domain: example.com
record_type: MXPerbedaan Teks
file.diff
Hasilkan perbedaan antara dua string teks
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
original | string | Yes | - | Teks asli |
modified | string | Yes | - | Teks yang dimodifikasi |
context_lines | number | No | 3 | Jumlah baris konteks di sekitar perubahan |
filename | string | No | file | Nama file yang digunakan di header perbedaan |
Output:
| Field | Type | Description |
|---|---|---|
diff | string | Output perbedaan yang seragam |
changed | boolean | Apakah ada perubahan |
additions | number | Jumlah baris yang ditambahkan |
deletions | number | Jumlah baris yang dihapus |
Example: Diff two strings
original: hello
world
modified: hello
world!
filename: test.txtEdit File
file.edit
Ganti teks dalam file menggunakan pencocokan string yang tepat
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
path | string | Yes | - | Jalur ke file yang akan diedit |
old_string | string | Yes | - | Teks untuk ditemukan dan diganti |
new_string | string | Yes | - | Teks pengganti |
replace_all | boolean | No | False | Ganti semua kejadian, bukan hanya yang pertama |
encoding | select (utf-8, ascii, latin-1, utf-16, gbk, big5) | No | utf-8 | Pengkodean file |
Output:
| Field | Type | Description |
|---|---|---|
path | string | Jalur file yang diedit |
replacements | number | Jumlah penggantian yang dilakukan |
diff | string | Perbedaan yang menunjukkan apa yang berubah |
Example: Replace string in file
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:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
path | string | Yes | - | Path to the file |
Output:
| Field | Type | Description |
|---|---|---|
exists | boolean | Apakah path ada |
is_file | boolean | Apakah path ada |
is_directory | boolean | Apakah path ada |
Example: Check file exists
path: /tmp/data.txtBaca File
file.read
Baca konten dari file
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
path | string | Yes | - | Path to the file |
encoding | select (utf-8, ascii, latin-1, utf-16, gbk, big5) | No | utf-8 | Character encoding for the file |
Output:
| Field | Type | Description |
|---|---|---|
content | string | Konten file |
size | number | Konten file |
Example: Read text file
path: /tmp/data.txt
encoding: utf-8Tulis File
file.write
Tulis konten ke file
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
path | string | Yes | - | Path to the file |
content | string | Yes | - | Text content to write to the file |
encoding | select (utf-8, ascii, latin-1, utf-16, gbk, big5) | No | utf-8 | Character encoding for the file |
mode | select (overwrite, append) | No | overwrite | How to write content to the file |
Output:
| Field | Type | Description |
|---|---|---|
path | string | Path file |
bytes_written | number | Path file |
Example: Write text file
path: /tmp/output.txt
content: Hello World
mode: overwriteGit Clone
git.clone
Clone repositori git
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
url | string | Yes | - | URL repositori Git (HTTPS atau SSH) |
destination | string | Yes | - | Jalur lokal untuk clone |
branch | string | No | - | Cabang untuk checkout setelah clone |
depth | number | No | - | Kedalaman clone dangkal (kosongkan untuk clone penuh) |
token | string | No | - | Token akses pribadi untuk repositori privat |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether clone succeeded |
data | object |
Example: Clone public repository
url: https://github.com/user/repo.git
destination: /tmp/repoExample: Shallow clone specific branch
url: https://github.com/user/repo.git
destination: /tmp/repo
branch: develop
depth: 1Git Commit
git.commit
Buat commit git
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
repo_path | string | Yes | - | Jalur ke repositori git |
message | string | Yes | - | Pesan commit |
add_all | boolean | No | False | Stage semua perubahan sebelum commit (git add -A) |
files | array | No | - | File spesifik untuk stage sebelum commit |
author_name | string | No | - | Ganti nama penulis commit |
author_email | string | No | - | Ganti email penulis commit |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether commit succeeded |
data | object |
Example: Commit all changes
repo_path: /home/user/project
message: feat: add user authentication
add_all: trueExample: Commit specific files
repo_path: /home/user/project
message: fix: correct typo in readme
files: ["README.md"]Git Diff
git.diff
Dapatkan git diff
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
repo_path | string | Yes | - | Jalur ke repositori git |
ref1 | string | No | HEAD | Referensi pertama (commit, cabang, tag) |
ref2 | string | No | - | Referensi kedua untuk dibandingkan |
staged | boolean | No | False | Tampilkan hanya perubahan yang di-stage (--cached) |
stat_only | boolean | No | False | Tampilkan hanya statistik file (--stat) |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether diff succeeded |
data | object |
Example: Show unstaged changes
repo_path: /home/user/projectExample: Compare branches
repo_path: /home/user/project
ref1: main
ref2: feature/loginExample: Show staged changes stats
repo_path: /home/user/project
staged: true
stat_only: trueHTTP Paginate
http.paginate
Automatically iterate through paginated API endpoints and collect all results
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
url | string | Yes | - | URL to navigate to |
method | select (GET, POST, PUT, PATCH, DELETE, HEAD, OPTIONS) | No | GET | HTTP request method |
headers | object | No | {} | HTTP request headers as key-value pairs |
auth | object | No | - | Authentication credentials for the HTTP request |
strategy | string | No | offset | How the API implements pagination |
data_path | string | No | - | Dot-notation path to the array of items in the response (e.g. "data", "results", "items") |
offset_param | string | No | offset | Query parameter name for offset |
limit_param | string | No | limit | Query parameter name for page size |
page_size | number | No | 100 | Number of items per page |
page_param | string | No | page | Query parameter name for page number |
start_page | number | No | 1 | First page number (usually 0 or 1) |
cursor_param | string | No | cursor | Query parameter name for cursor token |
cursor_path | string | No | - | Dot-notation path to the next cursor in the response (e.g. "meta.next_cursor", "pagination.next") |
max_pages | number | No | 50 | Maximum number of pages to fetch (safety limit) |
delay_ms | number | No | 0 | Milliseconds to wait between page requests (rate limiting) |
timeout | number | No | 30 | Maximum time to wait in seconds |
verify_ssl | boolean | No | True | Verify SSL certificates |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether all pages were fetched successfully |
items | array | All collected items across all pages |
total_items | number | Total number of items collected |
pages_fetched | number | Number of pages fetched |
duration_ms | number | Total duration in milliseconds |
Example: Offset pagination (REST API)
url: https://api.example.com/users
strategy: offset
data_path: data
page_size: 100Example: Page number pagination
url: https://api.example.com/products
strategy: page
data_path: results
page_param: page
page_size: 50
start_page: 1Example: Cursor pagination (Slack, Notion)
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)
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:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
url | string | Yes | - | URL to navigate to |
method | select (GET, POST, PUT, PATCH, DELETE, HEAD, OPTIONS) | No | GET | HTTP request method |
headers | object | No | {} | HTTP request headers as key-value pairs |
body | any | No | - | HTTP request body content (JSON, text, or form data) |
query | object | No | {} | URL query string parameters as key-value pairs |
content_type | select (application/json, application/x-www-form-urlencoded, multipart/form-data, text/plain, text/html, application/xml) | No | application/json | Content type of the request body |
auth | object | No | - | Authentication credentials for the HTTP request |
timeout | number | No | 30 | Maximum time to wait in seconds |
follow_redirects | boolean | No | True | Automatically follow HTTP redirects |
verify_ssl | boolean | No | True | Verify SSL certificates |
response_type | select (auto, json, text, binary) | No | auto | How to parse the response body |
retry_count | number | No | 0 | Number of retries on failure or 429/503 status |
retry_backoff | string | No | exponential | Backoff strategy between retries |
retry_delay | number | No | 1 | Initial delay between retries in seconds |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah permintaan berhasil (status 2xx) |
status | number | Apakah permintaan berhasil (status 2xx) |
status_text | string | Apakah permintaan berhasil (status 2xx) |
headers | object | Kode status HTTP |
body | any | Teks status HTTP |
url | string | Header respons |
duration_ms | number | Body respons (JSON yang di-parse atau teks) |
content_type | string | URL akhir (setelah redirect) |
content_length | number | Content-Type respons |
Example: Simple GET request
url: https://api.example.com/users
method: GETExample: POST with JSON body
url: https://api.example.com/users
method: POST
body: {"name": "John", "email": "john@example.com"}Example: Request with Bearer auth
url: https://api.example.com/protected
method: GET
auth: {"type": "bearer", "token": "${env.API_TOKEN}"}Example: Request with query params
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:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
response | object | Yes | - | HTTP response object from http.request |
status | any | No | - | Expected status code (number, array of numbers, or range string "200-299") |
body_contains | any | No | - | String or array of strings that body should contain |
body_not_contains | any | No | - | String or array of strings that body should NOT contain |
body_matches | string | Yes | - | Regular expression pattern |
json_path | object | No | - | Object mapping JSON paths to expected values (e.g., {"data.id": 123}) |
json_path_exists | array | No | - | Array of JSON paths that should exist |
header_contains | object | No | - | Object mapping header names to expected values |
content_type | select (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_ms | number | No | - | Maximum allowed response time in milliseconds |
schema | object | No | - | JSON Schema to validate response body against |
fail_fast | boolean | No | False | Stop on first assertion failure |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah semua asersi lolos |
passed | number | Apakah semua asersi lolos |
failed | number | Apakah semua asersi lolos |
total | number | Jumlah asersi yang lolos |
assertions | array | Jumlah asersi yang gagal |
errors | array | Hasil asersi detail |
Example: Assert status 200
response: ${http_request.result}
status: 200Example: Assert JSON structure
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
response: ${api_result}
status: [200, 201]
content_type: application/json
max_duration_ms: 1000
json_path: {"success": true}HTTP Session
http.session
Send a sequence of HTTP requests with persistent cookies (login → action → logout)
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
requests | array | Yes | - | Ordered list of HTTP requests to execute with shared cookies |
auth | object | No | - | Authentication applied to all requests in the session |
stop_on_error | boolean | No | True | Stop executing remaining requests if one fails (non-2xx) |
timeout | number | No | 30 | Maximum time per individual request |
verify_ssl | boolean | No | True | Verify SSL certificates |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether all requests succeeded |
results | array | Results from each request in order |
cookies | object | Final session cookies as key-value pairs |
duration_ms | number | Total duration in milliseconds |
Example: Login and fetch data
requests: [{"label": "Login", "url": "https://example.com/api/login", "method": "POST", "body": {"username": "${env.USER}", "password": "${env.PASS}"}}, {"label": "Get Profile", "url": "https://example.com/api/profile", "method": "GET"}]
stop_on_error: trueExample: CSRF token flow
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:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
path | string | No | /webhook | URL path to listen on (e.g. /webhook, /callback) |
port | number | No | 0 | Port to listen on (0 = auto-assign) |
timeout | number | No | 300 | Maximum time to wait for the webhook callback |
use_ngrok | boolean | No | False | Create an ngrok tunnel for public access (requires pyngrok) |
ngrok_token | string | No | - | ngrok authentication token (free at ngrok.com) |
expected_method | string | No | POST | Only accept this HTTP method (empty = accept any) |
response_status | number | No | 200 | HTTP status code to respond with when webhook is received |
response_body | string | No | {"ok": true} | Response body to send back to the webhook caller |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether webhook was received before timeout |
webhook_url | string | The URL to send webhooks to (public if ngrok enabled) |
method | string | HTTP method of the received webhook |
headers | object | Headers from the received webhook |
body | any | Body from the received webhook (parsed JSON or raw text) |
query | object | Query parameters from the received webhook |
duration_ms | number | Time waited for the webhook in milliseconds |
Example: Wait for Stripe webhook (local)
path: /webhook/stripe
port: 8765
timeout: 120
use_ngrok: falseExample: Wait for webhook with ngrok tunnel
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:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
prompt | string | Yes | - | The prompt or question to send to the AI model |
system_prompt | string | No | - | System instructions to set AI behavior and context |
context | object | No | - | Additional context data to include |
messages | array | No | - | Previous messages for multi-turn conversation |
provider | select (openai, anthropic, ollama) | No | openai | AI model provider |
model | string | No | gpt-4o | Specific model to use |
temperature | number | No | 0.7 | Creativity level (0=deterministic, 1=creative) |
max_tokens | number | No | 2000 | Maximum tokens in response |
response_format | select (text, json, code, markdown) | No | text | Expected format of the AI response |
api_key | string | No | - | API key (defaults to provider env var) |
base_url | string | No | - | Custom API base URL (for Ollama or proxies) |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah permintaan berhasil |
response | string | Apakah permintaan berhasil |
parsed | any | Apakah permintaan berhasil |
model | string | Teks respons LLM |
tokens_used | number | Respons yang di-parse (jika format JSON diminta) |
finish_reason | string | Model yang digunakan |
Example: Code Review
prompt: Review this code for bugs and improvements:
${code}
system_prompt: You are an expert code reviewer. Be specific and actionable.
model: gpt-4oExample: Generate Fix
prompt: The UI evaluation found these issues: ${issues}
Generate code fixes.
system_prompt: You are a frontend developer. Return only valid code.
response_format: codeExample: Decision Making
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: jsonPerbaikan Kode AI
llm.code_fix
Otomatis hasilkan perbaikan kode berdasarkan masalah
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
issues | array | Yes | - | List of issues to fix (from ui.evaluate, test results, etc.) |
source_files | array | Yes | - | Files to analyze and potentially fix |
fix_mode | select (suggest, apply, dry_run) | No | suggest | How to handle the suggested fixes |
backup | boolean | No | True | Create .bak backup before modifying files |
context | string | No | - | Text content to process |
model | string | No | gpt-4o | Specific model to use |
api_key | string | No | - | API key (defaults to provider env var) |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah operasi berhasil |
fixes | array | Apakah operasi berhasil |
applied | array | Apakah operasi berhasil |
failed | array | Daftar perbaikan yang dihasilkan |
summary | string | Daftar perbaikan yang diterapkan (jika fix_mode adalah apply) |
Example: Fix UI Issues
issues: ${ui_evaluation.issues}
source_files: ["./src/components/Footer.tsx", "./src/styles/footer.css"]
fix_mode: suggest
context: React + Tailwind CSS projectExample: Auto-fix and Apply
issues: ${test_results.failures}
source_files: ["./src/App.tsx"]
fix_mode: apply
backup: trueHitung
math.calculate
Lakukan operasi matematika dasar
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
operation | select (add, subtract, multiply, divide, power, modulo, sqrt, abs) | Yes | - | Operation to perform |
a | number | Yes | - | First operand |
b | number | No | - | Second operand (not required for sqrt and abs) |
precision | number | No | 2 | Number of decimal places |
Output:
| Field | Type | Description |
|---|---|---|
result | number | Hasil perhitungan |
operation | string | Hasil perhitungan |
expression | string | Hasil perhitungan |
Example: Add two numbers
operation: add
a: 10
b: 5Example: Calculate power
operation: power
a: 2
b: 8Pemeriksaan Kesehatan HTTP
monitor.http_check
Pemeriksaan kesehatan HTTP / pemantauan uptime
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
url | string | Yes | - | URL yang akan diperiksa |
method | select (GET, HEAD, POST) | No | GET | Metode HTTP |
expected_status | number | No | 200 | Kode status HTTP yang diharapkan |
timeout_ms | number | No | 10000 | Batas waktu permintaan dalam milidetik |
headers | object | No | - | Header permintaan khusus |
body | string | No | - | Badan permintaan (untuk POST) |
check_ssl | boolean | No | True | Periksa keabsahan dan kedaluwarsa sertifikat SSL |
contains | string | No | - | Badan respons harus mengandung string ini |
follow_redirects | boolean | No | True | Ikuti pengalihan HTTP |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether check completed |
data | object |
Example: Basic health check
url: https://api.example.com/health
expected_status: 200Example: Check with content validation
url: https://api.example.com/health
contains: "status":"ok"
timeout_ms: 5000Periksa Port
port.check
Periksa apakah port jaringan terbuka atau tertutup
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
port | any | Yes | - | Nomor port atau array port untuk diperiksa |
host | string | No | localhost | Nomor port atau array port untuk diperiksa |
connect_timeout | number | No | 2 | Host untuk terhubung |
expect_open | boolean | No | - | Timeout untuk setiap percobaan koneksi |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Atur ke true untuk assert port terbuka, false untuk tertutup |
results | array | Apakah semua pemeriksaan lolos (jika expect_open diatur) |
open_ports | array | Apakah semua pemeriksaan lolos (jika expect_open diatur) |
closed_ports | array | Array hasil pemeriksaan port |
summary | object | Daftar port terbuka |
Example: Check single port
port: 3000Example: Check multiple ports
port: [3000, 8080, 5432]
host: localhostExample: Assert ports are open
port: [80, 443]
host: example.com
expect_open: trueTunggu Port
port.wait
Tunggu port jaringan tersedia
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
port | number | Yes | - | Nomor port untuk ditunggu |
host | string | No | localhost | Host untuk terhubung |
timeout | number | No | 60 | Host untuk terhubung |
interval | number | No | 500 | Waktu maksimum untuk menunggu |
expect_closed | boolean | No | False | Waktu antara percobaan koneksi dalam milidetik |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Tunggu port menjadi tidak tersedia |
available | boolean | Apakah port dalam kondisi yang diharapkan |
host | string | Apakah port dalam kondisi yang diharapkan |
port | number | Apakah port saat ini tersedia |
wait_time_ms | number | Host yang diperiksa |
attempts | number | Port yang diperiksa |
Example: Wait for dev server
port: 3000
timeout: 30Example: Wait for database
port: 5432
host: localhost
timeout: 60Example: Wait for port to close
port: 8080
expect_closed: true
timeout: 10Daftar Proses
process.list
Daftar semua proses background yang berjalan
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
filter_name | string | No | - | Filter processes by name (substring match) |
include_status | boolean | No | True | Include running/stopped status check for each process |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Operasi berhasil |
processes | array | Operasi berhasil |
count | number | Operasi berhasil |
running | number | Daftar informasi proses |
stopped | number | Total jumlah proses |
Example: List all processes
Example: Filter by name
filter_name: devMulai Proses Background
process.start
Mulai proses background (server, layanan, dll.)
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
command | string | Yes | - | Shell command to execute |
cwd | string | No | - | Directory to execute command in |
env | object | No | - | Additional environment variables to set |
name | string | No | - | Friendly name to identify the process |
wait_for_output | string | No | - | String to wait for in stdout before returning |
wait_timeout | number | No | 60 | Maximum time to wait in seconds |
capture_output | boolean | No | True | Capture stdout/stderr output from the process |
log_file | string | No | - | File path to write process output to |
auto_restart | boolean | No | False | Automatically restart the process if it exits |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah proses berhasil dimulai |
pid | number | Apakah proses berhasil dimulai |
process_id | string | Apakah proses berhasil dimulai |
name | string | ID Proses |
command | string | Identifier proses internal untuk process.stop |
cwd | string | Nama proses |
started_at | string | Perintah yang dieksekusi |
initial_output | string | Timestamp ISO saat proses dimulai |
Example: Start dev server
command: npm run dev
cwd: ./frontend
name: frontend-dev
wait_for_output: ready on
wait_timeout: 30Example: Start Python HTTP server
command: python -m http.server 8000
name: static-serverExample: Start with environment
command: node server.js
env: {"PORT": "3000", "NODE_ENV": "test"}
name: api-server
wait_for_output: listeningHentikan Proses
process.stop
Hentikan proses background yang berjalan
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
process_id | string | No | - | Internal process identifier (from process.start) |
name | string | No | - | Friendly name to identify the process |
pid | number | No | - | System process ID (PID) of the process |
signal | select (SIGTERM, SIGKILL, SIGINT) | No | SIGTERM | Signal to send to the process |
timeout | number | No | 10 | Maximum time to wait in seconds |
force | boolean | No | False | Force kill the process immediately with SIGKILL |
stop_all | boolean | No | False | Stop all tracked processes |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah semua proses berhasil dihentikan |
stopped | array | Apakah semua proses berhasil dihentikan |
failed | array | Daftar info proses yang dihentikan |
count | number | Daftar info proses yang dihentikan |
Example: Stop by process ID
process_id: ${start_result.process_id}Example: Stop by name
name: dev-serverExample: Force kill by PID
pid: 12345
force: trueExample: Stop all processes
stop_all: trueEksekusi Perintah Shell
shell.exec
Eksekusi perintah shell dan tangkap output
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
command | string | Yes | - | Shell command to execute |
cwd | string | No | - | Directory to execute command in |
env | object | No | - | Additional environment variables to set |
timeout | number | No | 300 | Maximum time to wait in seconds |
shell | boolean | No | False | Execute command through shell (enables pipes, redirects) |
capture_stderr | boolean | No | True | Capture stderr separately from stdout |
encoding | select (utf-8, ascii, latin-1, utf-16, gbk, big5) | No | utf-8 | Character encoding for the file |
raise_on_error | boolean | No | False | Raise exception if command returns non-zero exit code |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah perintah berhasil dieksekusi (exit code 0) |
exit_code | number | Apakah perintah berhasil dieksekusi (exit code 0) |
stdout | string | Apakah perintah berhasil dieksekusi (exit code 0) |
stderr | string | Exit code perintah |
command | string | Output standar |
cwd | string | Output error standar |
duration_ms | number | Perintah yang dieksekusi |
Example: Run npm install
command: npm install
cwd: ./my-projectExample: Run tests with pytest
command: python -m pytest tests/ -v
timeout: 120Example: Git status
command: git status --porcelainExample: Build project
command: npm run build
cwd: ./frontend
env: {"NODE_ENV": "production"}Eksekusi SSH
ssh.exec
Eksekusi perintah di server jarak jauh via SSH
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
host | string | Yes | - | Nama host atau IP server SSH |
port | number | No | 22 | Port SSH |
username | string | Yes | - | Nama pengguna SSH |
password | string | No | - | Kata sandi SSH |
private_key | string | No | - | Kunci pribadi format PEM |
command | string | Yes | - | Perintah untuk dieksekusi di server jarak jauh |
timeout | number | No | 30 | Batas waktu perintah dalam detik |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether command succeeded |
data | object |
Example: List files on remote server
host: 192.168.1.100
username: deploy
command: ls -la /var/wwwExample: Restart service
host: 10.0.0.5
username: root
command: systemctl restart nginxUnduh SFTP
ssh.sftp_download
Unduh file dari server jarak jauh via SFTP
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
host | string | Yes | - | Nama host atau IP server SSH |
port | number | No | 22 | Port SSH |
username | string | Yes | - | Nama pengguna SSH |
password | string | No | - | Kata sandi SSH |
private_key | string | No | - | Kunci pribadi format PEM |
remote_path | string | Yes | - | Jalur ke file di server jauh |
local_path | string | Yes | - | Jalur tujuan di mesin lokal |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether download succeeded |
data | object |
Example: Download server log
host: 10.0.0.5
username: deploy
remote_path: /var/log/nginx/access.log
local_path: /tmp/access.logUnggah SFTP
ssh.sftp_upload
Unggah file ke server jarak jauh via SFTP
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
host | string | Yes | - | Nama host atau IP server SSH |
port | number | No | 22 | Port SSH |
username | string | Yes | - | Nama pengguna SSH |
password | string | No | - | Kata sandi SSH |
private_key | string | No | - | Kunci pribadi format PEM |
local_path | string | Yes | - | Jalur ke file lokal untuk diunggah |
remote_path | string | Yes | - | Jalur tujuan di server jarak jauh |
overwrite | boolean | No | True | Timpa file jarak jauh yang ada |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Whether upload succeeded |
data | object |
Example: Upload deployment archive
host: 10.0.0.5
username: deploy
local_path: /tmp/app.tar.gz
remote_path: /opt/releases/app.tar.gzJalankan Langkah E2E
testing.e2e.run_steps
Eksekusi langkah tes end-to-end secara sekuensial
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
steps | array | Yes | - | Array definisi langkah tes |
stop_on_failure | boolean | No | True | Whether to stop on failure |
timeout_per_step | number | No | 30000 | Timeout Per Step value |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah operasi berhasil |
passed | number | Apakah operasi berhasil |
failed | number | Apakah operasi berhasil |
results | array | Jumlah tes yang lolos |
Gerbang Kualitas
testing.gate.evaluate
Evaluasi metrik kualitas terhadap threshold yang ditentukan
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
metrics | object | Yes | - | Metrik untuk dievaluasi |
thresholds | object | Yes | - | Metrik untuk dievaluasi |
fail_on_breach | boolean | No | True | Whether to fail on breach |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Nilai threshold untuk setiap metrik |
passed | boolean | Apakah operasi berhasil |
results | array | Apakah operasi berhasil |
summary | string | Jumlah tes yang lolos |
Jalankan Tes HTTP
testing.http.run_suite
Eksekusi suite tes HTTP API
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
tests | array | Yes | - | Array definisi tes HTTP |
base_url | string | No | - | Base URL for API requests |
headers | object | No | {} | HTTP request headers |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah operasi berhasil |
passed | number | Apakah operasi berhasil |
failed | number | Apakah operasi berhasil |
results | array | Jumlah tes yang lolos |
Jalankan Linter
testing.lint.run
Jalankan pemeriksaan linting pada source code
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
paths | array | Yes | - | File atau direktori untuk di-lint |
linter | string | No | auto | Linter |
fix | boolean | No | False | Whether to fix |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah operasi berhasil |
errors | number | Apakah operasi berhasil |
warnings | number | Apakah operasi berhasil |
issues | array | Jumlah error yang ditemukan |
Hasilkan Laporan
testing.report.generate
Hasilkan laporan eksekusi tes
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
results | object | Yes | - | Results data |
format | string | No | json | Format |
title | string | No | Test Report | Title |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah operasi berhasil |
report | string | Apakah operasi berhasil |
format | string | Apakah operasi berhasil |
summary | object | Laporan |
Jalankan Skenario
testing.scenario.run
Eksekusi tes berbasis skenario (gaya BDD)
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
scenario | object | Yes | - | Definisi skenario dengan given/when/then |
context | object | No | {} | Additional context data |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Definisi skenario dengan given/when/then |
passed | boolean | Apakah operasi berhasil |
steps | array | Apakah operasi berhasil |
Pindai Keamanan
testing.security.scan
Pindai kerentanan keamanan
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
targets | array | Yes | - | File, URL, atau path untuk dipindai |
scan_type | string | No | all | Scan Type |
severity_threshold | string | No | medium | Severity Threshold |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah operasi berhasil |
vulnerabilities | array | Apakah operasi berhasil |
summary | object | Apakah operasi berhasil |
Jalankan Test Suite
testing.suite.run
Eksekusi koleksi tes
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
tests | array | Yes | - | Array definisi tes |
parallel | boolean | No | False | Whether to parallel |
max_failures | number | No | 0 | Array definisi tes |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | 0 = tanpa batas |
passed | number | 0 = tanpa batas |
failed | number | Apakah operasi berhasil |
skipped | number | Jumlah tes yang lolos |
results | array | Jumlah tes yang gagal |
Jalankan Unit Test
testing.unit.run
Eksekusi unit test
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
paths | array | Yes | - | Path ke file tes atau direktori |
pattern | string | No | test_*.py | Pattern |
verbose | boolean | No | False | Whether to verbose |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah operasi berhasil |
passed | number | Apakah operasi berhasil |
failed | number | Apakah operasi berhasil |
errors | number | Jumlah tes yang lolos |
results | array | Jumlah tes yang gagal |
Perbandingan Visual
testing.visual.compare
Bandingkan output visual untuk perbedaan
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
actual | string | Yes | - | Path atau base64 gambar aktual |
expected | string | Yes | - | Path atau base64 gambar aktual |
threshold | number | No | 0.1 | Path atau base64 gambar yang diharapkan |
output_diff | boolean | No | True | Whether to output diff |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Perbedaan maksimum yang diizinkan (0-1) |
match | boolean | Apakah operasi berhasil |
difference | number | Apakah operasi berhasil |
diff_image | string | Kecocokan |
Evaluasi Kualitas UI
ui.evaluate
Evaluasi kualitas UI komprehensif dengan penilaian multi-dimensi
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
screenshot | string | Yes | - | Path screenshot atau URL untuk dievaluasi |
app_type | string | No | web_app | Path screenshot atau URL untuk dievaluasi |
page_type | string | No | - | Jenis halaman yang dievaluasi |
evaluation_criteria | array | No | ['visual_design', 'usability', 'accessibility', 'consistency', 'responsiveness'] | Kriteria spesifik untuk dievaluasi (default ke semua) |
target_audience | string | No | - | Deskripsi pengguna target |
brand_guidelines | string | No | - | Panduan merek singkat untuk diperiksa |
min_score | number | No | 70 | Skor minimum keseluruhan untuk lolos (0-100) |
api_key | string | No | - | API key OpenAI (default ke var env OPENAI_API_KEY) |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | API key OpenAI (default ke var env OPENAI_API_KEY) |
passed | boolean | Apakah evaluasi berhasil |
overall_score | number | Apakah evaluasi berhasil |
scores | object | Skor kualitas UI keseluruhan (0-100) |
strengths | array | Skor kualitas UI keseluruhan (0-100) |
issues | array | Skor berdasarkan kriteria evaluasi |
recommendations | array | Daftar kekuatan UI |
summary | string | Rekomendasi perbaikan spesifik |
Example: Evaluate Dashboard
screenshot: ./screenshots/dashboard.png
app_type: dashboard
page_type: analytics dashboard
target_audience: business analysts
min_score: 75Example: E-commerce Page Review
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:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
image | string | Yes | - | Image file path, URL, or base64 data |
prompt | string | Yes | - | What to analyze in the image |
analysis_type | select (general, ui_review, accessibility, bug_detection, comparison, data_extraction) | No | general | Type of analysis to perform |
context | string | No | - | Additional context about the image |
output_format | select (text, structured, json, checklist) | No | structured | Format of the analysis output |
model | string | No | gpt-4o | Specific model to use |
max_tokens | number | No | 1000 | Maximum tokens in response |
api_key | string | Yes | - | API key for authentication |
header_name | string | No | X-API-Key | HTTP header name |
detail | select (low, high, auto) | No | high | Level of detail for image analysis |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah analisis berhasil |
analysis | string | Apakah analisis berhasil |
structured | object | Hasil analisis AI |
model | string | Data analisis terstruktur (jika output_format adalah structured/json) |
tokens_used | number | Model yang digunakan untuk analisis |
Example: UI Review
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: structuredExample: Bug Detection
image: ./screenshots/form.png
prompt: Find any visual bugs, layout issues, or broken elements in this form
analysis_type: bug_detectionExample: Accessibility Check
image: ./screenshots/page.png
prompt: Evaluate accessibility: color contrast, text readability, button sizes, clear labels
analysis_type: accessibilityBandingkan Gambar
vision.compare
Bandingkan dua gambar dan identifikasi perbedaan visual
Parameters:
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
image_before | string | Yes | - | Path to baseline/before image |
image_after | string | Yes | - | Path to current/after image |
comparison_type | select (visual_regression, layout_diff, content_diff, full_analysis) | No | visual_regression | Type of comparison to perform |
threshold | number | No | 5 | Acceptable difference percentage |
focus_areas | array | No | - | Specific areas to focus on |
ignore_areas | array | No | - | Areas to ignore (dynamic content, ads, etc.) |
model | string | No | gpt-4o | Specific model to use |
api_key | string | Yes | - | API key for authentication |
header_name | string | No | X-API-Key | HTTP header name |
Output:
| Field | Type | Description |
|---|---|---|
ok | boolean | Apakah perbandingan berhasil |
has_differences | boolean | Apakah perbandingan berhasil |
similarity_score | number | Apakah perbedaan signifikan ditemukan |
differences | array | Persentase kesamaan (0-100) |
summary | string | Daftar perbedaan yang teridentifikasi |
recommendation | string | Ringkasan hasil perbandingan |
Example: Visual Regression Test
image_before: ./screenshots/baseline/home.png
image_after: ./screenshots/current/home.png
comparison_type: visual_regression
threshold: 5Example: Layout Comparison
image_before: ./design/mockup.png
image_after: ./screenshots/implementation.png
comparison_type: layout_diff
focus_areas: ["header", "main content"]