@@ -32,75 +32,75 @@ class Domain(str, Enum):
3232
3333 # === Communication ===
3434 MESSAGING = "messaging"
35- """Send or receive messages between parties. Examples: Gmail.SendEmail, Slack.SendMessage, Twilio.SendSMS """
35+ """Send or receive messages between parties."""
3636
3737 # === Content ===
3838 DOCUMENTS = "documents"
39- """Create, read, or edit text-based content. Examples: Google Docs, Notion.CreatePage, Confluence """
39+ """Create, read, or edit text-based content."""
4040
4141 MEDIA = "media"
42- """Create or process images, video, or audio. Examples: Figma exports, YouTube uploads, transcription """
42+ """Create or process images, video, or audio."""
4343
4444 CODE = "code"
45- """Work with source code or software artifacts. Examples: GitHub.CreatePR, GitLab branches, code execution """
45+ """Work with source code or software artifacts."""
4646
4747 # === Data ===
4848 STORAGE = "storage"
49- """Store, retrieve, or organize files. Examples: GoogleDrive.Upload, S3.PutObject, Dropbox """
49+ """Store, retrieve, or organize files."""
5050
5151 SEARCH = "search"
52- """Find or discover information. Examples: Web search, Firecrawl.ScrapeUrl, Algolia """
52+ """Find or discover information."""
5353
5454 TRANSFORM = "transform"
55- """Convert, compute, or reshape data. Examples: Math operations, JSON parsing, format conversion """
55+ """Convert, compute, or reshape data."""
5656
5757 ANALYTICS = "analytics"
58- """Measure, aggregate, or report on data. Examples: Mixpanel.GetMetrics, PostHog, dashboards """
58+ """Measure, aggregate, or report on data."""
5959
6060 # === Planning ===
6161 SCHEDULING = "scheduling"
62- """Manage calendars, appointments, or bookings. Examples: GoogleCalendar.CreateEvent, Calendly """
62+ """Manage calendars, appointments, or bookings."""
6363
6464 TASKS = "tasks"
65- """Track work items, issues, or tickets. Examples: Jira.CreateIssue, Asana, Linear, Zendesk tickets """
65+ """Track work items, issues, or tickets."""
6666
6767 WORKFLOW = "workflow"
68- """Orchestrate or automate multi-step processes. Examples: Zapier.TriggerZap, Temporal, Airflow """
68+ """Orchestrate or automate multi-step processes."""
6969
7070 # === Transactions ===
7171 COMMERCE = "commerce"
72- """Manage orders, deals, or inventory. Examples: Shopify orders, Salesforce opportunities """
72+ """Manage orders, deals, or inventory."""
7373
7474 PAYMENTS = "payments"
75- """Process payments or invoices. Examples: Stripe.CreatePayment, QuickBooks, PayPal """
75+ """Process payments or invoices."""
7676
7777 # === Records ===
7878 RECORDS = "records"
79- """Manage entity records (contacts, accounts, etc.). Examples: Salesforce.CreateContact, HubSpot, Airtable """
79+ """Manage entity records (contacts, accounts, etc.)."""
8080
8181 IDENTITY = "identity"
82- """Manage authentication, users, or permissions. Examples: Okta.CreateUser, Auth0, AWS IAM """
82+ """Manage authentication, users, or permissions."""
8383
8484 # === Operations ===
8585 MONITORING = "monitoring"
86- """Observe system health or manage incidents. Examples: Datadog.CreateMonitor, PagerDuty, CloudWatch """
86+ """Observe system health or manage incidents."""
8787
8888 DEPLOYMENT = "deployment"
89- """Release software or provision infrastructure. Examples: Vercel.Deploy, GitHub Actions, Terraform """
89+ """Release software or provision infrastructure."""
9090
9191 # === Physical ===
9292 SENSING = "sensing"
93- """Capture data from the physical environment. Examples: Cameras, temperature sensors, screenshots """
93+ """Capture data from the physical environment."""
9494
9595 ACTUATION = "actuation"
96- """Cause physical effects or control interfaces. Examples: Robot arms, smart plugs, browser clicks """
96+ """Cause physical effects or control interfaces."""
9797
9898 LOCATION = "location"
99- """Work with position or geospatial data. Examples: GPS, Google Maps, geocoding """
99+ """Work with position or geospatial data."""
100100
101101 # === AI ===
102102 REASONING = "reasoning"
103- """AI planning, decision-making, or autonomous agents. Examples: AI agents, planners, decision engines """
103+ """AI planning, decision-making, or autonomous agents."""
104104
105105
106106class SystemType (str , Enum ):
@@ -113,34 +113,34 @@ class SystemType(str, Enum):
113113 """
114114
115115 SAAS_API = "saas_api"
116- """Third-party SaaS platforms accessed via their APIs. Examples: Slack, Salesforce, GitHub, Stripe """
116+ """Third-party SaaS platforms accessed via their APIs."""
117117
118118 DATABASE = "database"
119- """Data storage systems with query interfaces. Examples: PostgreSQL, MongoDB, Redis, Elasticsearch """
119+ """Data storage systems with query interfaces."""
120120
121121 FILE_SYSTEM = "file_system"
122- """File storage systems (local or cloud). Examples: Local disk, S3, Google Drive, Dropbox """
122+ """File storage systems (local or cloud)."""
123123
124124 WEB = "web"
125- """Web pages, browsers, or web scraping. Examples: Firecrawl, Playwright, web search """
125+ """Web pages, browsers, or web scraping."""
126126
127127 OPERATING_SYSTEM = "operating_system"
128- """OS-level operations including browser/computer automation. Examples: Shell commands, browser automation, file operations """
128+ """OS-level operations including browser/computer automation."""
129129
130130 HARDWARE = "hardware"
131- """IoT devices, sensors, robotics, or physical devices. Examples: Thermostats, robot arms, cameras, smart plugs """
131+ """IoT devices, sensors, robotics, or physical devices."""
132132
133133 AI_MODEL = "ai_model"
134- """LLM or ML model invocation. Examples: Claude, GPT, embeddings models, image generators """
134+ """LLM or ML model invocation."""
135135
136136 AI_AGENT = "ai_agent"
137- """Autonomous AI agents that perform multi-step tasks. Examples: Research agents, planning agents """
137+ """Autonomous AI agents that perform multi-step tasks."""
138138
139139 CUSTOM_API = "custom_api"
140- """Customer's internal or private APIs. Examples: Internal microservices, proprietary systems """
140+ """Customer's internal or private APIs."""
141141
142142 SELF_CONTAINED = "self_contained"
143- """No external system — pure computation, fully self-contained. Examples: Math.Add, JSON.Parse, string formatting """
143+ """No external system — pure computation, fully self-contained."""
144144
145145
146146class Verb (str , Enum ):
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