{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_drymerge","slug":"drymerge","name":"DryMerge","type":"product","url":"https://www.drymerge.com","page_url":"https://unfragile.ai/drymerge","categories":["automation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_drymerge__cap_0","uri":"capability://automation.workflow.natural.language.to.automation.workflow.compilation","name":"natural-language-to-automation-workflow-compilation","description":"Converts plain English instructions into executable automation workflows without requiring visual node-based builders or code. The system parses natural language prompts to infer trigger conditions, action sequences, and data transformations, then compiles them into internal workflow representations that execute against integrated APIs. This approach eliminates the cognitive overhead of learning drag-and-drop interfaces or writing integration logic.","intents":["I want to automate a task but don't know how to use Zapier or Make's visual builders","I need to quickly prototype a workflow without learning a new platform's syntax","I want to describe what I need in plain English and have the system figure out the implementation"],"best_for":["non-technical founders and small business operators","teams without dedicated automation engineers","users prototyping workflows before committing to enterprise platforms"],"limitations":["Natural language parsing may fail or misinterpret complex conditional logic, requiring manual correction","Ambiguous instructions may result in workflows that don't match user intent, requiring iterative refinement","No version control or rollback mechanism mentioned for workflow changes, risking production automation breaks","Limited ability to express advanced control flow (nested loops, complex branching) through plain English alone"],"requires":["Web browser with modern JavaScript support","API credentials for at least one integrated service (Slack, Gmail, Airtable, etc.)","Clear, unambiguous English description of the desired automation"],"input_types":["plain text natural language instructions","optional reference to existing workflows for modification"],"output_types":["executable automation workflow","workflow configuration in internal DSL format"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_drymerge__cap_1","uri":"capability://tool.use.integration.multi.service.api.orchestration.with.credential.management","name":"multi-service-api-orchestration-with-credential-management","description":"Manages OAuth2, API key, and webhook authentication across multiple third-party services (Slack, Gmail, Airtable, etc.) through a centralized credential store, then orchestrates API calls across these services within a single workflow. The system handles token refresh, rate limiting, and error handling transparently, allowing workflows to chain actions across disparate APIs without manual credential passing or authentication logic.","intents":["I want to connect multiple apps in one workflow without managing separate API keys","I need to send data from Gmail to Airtable to Slack in a single automated sequence","I want the system to handle OAuth token refresh automatically so my workflows don't break"],"best_for":["teams using 3-10 SaaS tools that need to communicate","small businesses automating cross-app data flows","non-technical users who shouldn't manage API credentials directly"],"limitations":["Integration ecosystem is narrower than Zapier (100+ apps) or Make (1000+ apps), limiting applicability for teams using specialized or niche tools","No built-in support for custom API endpoints or webhook-based integrations beyond pre-configured services","Rate limiting and quota management are opaque to users; workflows may silently fail when hitting API limits","Credential storage security model is not publicly documented, creating uncertainty for compliance-sensitive teams"],"requires":["Active accounts with integrated services (Slack workspace, Gmail account, Airtable base, etc.)","OAuth2 or API key credentials for each service","Network connectivity to reach third-party APIs"],"input_types":["service credentials (OAuth tokens, API keys)","workflow definitions specifying which services to call"],"output_types":["API responses from integrated services","structured data passed between service calls"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_drymerge__cap_2","uri":"capability://automation.workflow.trigger.based.workflow.execution.with.event.routing","name":"trigger-based-workflow-execution-with-event-routing","description":"Monitors external events (incoming emails, Slack messages, form submissions, scheduled times) and automatically routes them to matching workflows based on trigger conditions. The system evaluates event payloads against workflow trigger rules (e.g., 'when email arrives with subject containing X') and executes the corresponding automation sequence. This enables reactive, event-driven automation without manual intervention.","intents":["I want to automatically process emails that match certain criteria","I need to trigger a workflow every time someone posts in a Slack channel","I want to run an automation on a schedule (daily, weekly, etc.)"],"best_for":["teams automating reactive workflows (email processing, chat notifications)","businesses with time-based automation needs (daily reports, weekly syncs)","small teams replacing manual monitoring with automated triggers"],"limitations":["Trigger evaluation latency is not specified; delays between event occurrence and workflow execution could be significant for time-sensitive automations","No support for complex event correlation or stateful trigger logic (e.g., 'trigger only if this is the 3rd email in a thread')","Webhook-based triggers may require manual configuration of external service webhooks, adding setup complexity","Scheduled triggers may not support sub-minute granularity, limiting real-time automation use cases"],"requires":["Integration with at least one event source (email, Slack, form service, etc.)","Trigger condition definition in natural language or configuration format","Continuous service availability to monitor and route events"],"input_types":["external events (emails, messages, form submissions, scheduled times)","trigger condition definitions"],"output_types":["workflow execution initiation","event routing decisions"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_drymerge__cap_3","uri":"capability://data.processing.analysis.data.transformation.and.mapping.between.services","name":"data-transformation-and-mapping-between-services","description":"Transforms and maps data fields between different service formats as it flows through a workflow. When moving data from one service to another (e.g., Gmail attachment to Airtable record), the system infers or applies field mappings, handles data type conversions (dates, numbers, text), and can apply simple transformations (concatenation, splitting, filtering). This eliminates manual data reformatting between incompatible service schemas.","intents":["I want to extract data from an email and automatically create an Airtable record with the right fields","I need to combine multiple fields from one service into a single field in another","I want to convert date formats or clean up text as data moves between apps"],"best_for":["teams moving data between services with different schemas","businesses automating data entry workflows","non-technical users who need field mapping without writing code"],"limitations":["Transformation capabilities appear limited to simple operations; complex logic (conditional transformations, nested data structures) likely requires manual intervention","No explicit support for handling missing or malformed data; behavior on null/undefined values is undocumented","Field mapping inference may fail for ambiguous schemas, requiring manual configuration","No support for batch transformations or bulk data migration workflows"],"requires":["Source and destination services with defined schemas","Field mapping rules (inferred or manually specified)","Data in formats compatible with target service schemas"],"input_types":["structured data from source service (JSON, form fields, email content)","field mapping definitions"],"output_types":["transformed data in target service format","mapping error logs for failed transformations"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_drymerge__cap_4","uri":"capability://automation.workflow.workflow.execution.monitoring.and.error.handling","name":"workflow-execution-monitoring-and-error-handling","description":"Tracks workflow execution status, logs errors, and provides visibility into automation runs. When a workflow fails (API error, missing data, service unavailability), the system captures error details, optionally retries with backoff, and notifies users of failures. This enables debugging and ensures users know when automations break rather than silently failing.","intents":["I want to see if my automation ran successfully or failed","I need to know why a workflow didn't complete so I can fix it","I want to be notified when an automation encounters an error"],"best_for":["teams running mission-critical automations that need visibility","users debugging workflow failures","businesses that need audit trails for compliance"],"limitations":["Error logs and execution history retention period is not specified; logs may be purged after a certain time","No built-in alerting mechanism mentioned; users may need to manually check execution status","Retry logic and backoff strategies are not configurable; the system may use fixed retry policies that don't suit all use cases","No support for conditional error handling (e.g., 'retry on timeout but fail immediately on auth errors')"],"requires":["Workflow execution history storage (cloud-based)","Error logging and notification infrastructure","User access to execution logs and status dashboards"],"input_types":["workflow execution events","error signals from integrated services"],"output_types":["execution status (success, failure, partial)","error logs and stack traces","notifications (email, Slack, etc.)"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_drymerge__cap_5","uri":"capability://automation.workflow.freemium.workflow.execution.with.usage.quotas","name":"freemium-workflow-execution-with-usage-quotas","description":"Executes workflows within a freemium pricing model that provides a meaningful free tier (number of workflow runs, integrations, or automation complexity) before requiring paid subscription. The system tracks usage metrics (runs per month, API calls, active workflows) and enforces quota limits, allowing users to test automation before committing budget. Paid tiers unlock higher quotas and potentially advanced features.","intents":["I want to try automation without paying upfront","I need to understand pricing before committing to a platform","I want to scale my automation as my business grows without hitting hard limits"],"best_for":["small teams and solopreneurs with limited automation budgets","businesses evaluating automation platforms before enterprise adoption","startups that need to minimize upfront costs"],"limitations":["Pricing transparency for paid tiers is unclear; users may not understand cost implications of scaling","Free tier quotas are not explicitly specified; users may hit limits unexpectedly","No clear upgrade path or cost calculator to estimate pricing for specific use cases","Quota enforcement may be strict, causing workflows to fail silently when limits are reached rather than gracefully degrading"],"requires":["DryMerge account (free or paid)","Compliance with usage quotas for free tier","Payment method for paid tier upgrades"],"input_types":["workflow definitions","usage tracking data"],"output_types":["workflow execution results","usage reports and quota status"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_drymerge__cap_6","uri":"capability://automation.workflow.workflow.template.library.and.reuse","name":"workflow-template-library-and-reuse","description":"Provides pre-built workflow templates for common automation patterns (e.g., 'email to spreadsheet', 'Slack notification on form submission') that users can instantiate and customize. Templates encapsulate trigger, action, and data mapping logic, allowing users to start with a working automation rather than building from scratch. Users can modify templates through natural language instructions or by adjusting trigger/action parameters.","intents":["I want to use a pre-built template instead of creating a workflow from scratch","I need a starting point for a common automation pattern","I want to customize an existing template for my specific use case"],"best_for":["users new to automation who benefit from examples","teams automating common business processes","users who want faster setup than building workflows from scratch"],"limitations":["Template library appears limited compared to competitors; coverage of niche automation patterns is unclear","Templates may not be customizable enough for specific business logic, requiring users to build custom workflows anyway","No community template sharing mechanism mentioned; users can't contribute or discover user-created templates","Template versioning and updates are not discussed; users may be stuck with outdated templates"],"requires":["Access to template library","Integrations required by the template (e.g., Gmail, Airtable)","Ability to customize template parameters"],"input_types":["template selection","customization parameters (natural language or configuration)"],"output_types":["instantiated workflow ready for execution","customized automation configuration"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_drymerge__cap_7","uri":"capability://automation.workflow.conditional.logic.and.branching.in.workflows","name":"conditional-logic-and-branching-in-workflows","description":"Enables workflows to make decisions based on data conditions and branch into different execution paths. Users can define conditional rules (e.g., 'if email subject contains X, do Y; otherwise do Z') that determine which actions execute. The system evaluates conditions against workflow data and routes execution accordingly, enabling complex automation logic without requiring code.","intents":["I want my automation to behave differently based on the data it receives","I need to route emails to different destinations based on their content","I want to skip certain actions if specific conditions aren't met"],"best_for":["automations requiring decision logic","workflows that need to handle multiple scenarios","teams automating complex business processes"],"limitations":["Conditional logic expressiveness is unclear; complex nested conditions or boolean logic may not be supported","No support for stateful conditions (e.g., 'if this is the 3rd occurrence of X'); conditions are evaluated per-execution","Condition syntax in natural language may be ambiguous, leading to unexpected branching behavior","No visual representation of branching logic; users may struggle to understand workflow flow"],"requires":["Workflow data to evaluate conditions against","Condition definitions (natural language or configuration)","Multiple action paths to branch between"],"input_types":["workflow data (email content, form fields, etc.)","condition definitions"],"output_types":["branching decisions","routed execution paths"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_drymerge__cap_8","uri":"capability://automation.workflow.workflow.scheduling.and.recurrence","name":"workflow-scheduling-and-recurrence","description":"Allows workflows to execute on a schedule (daily, weekly, monthly) or at specific times without requiring external triggers. Users define recurrence patterns in natural language (e.g., 'every Monday at 9 AM') or through configuration, and the system executes the workflow automatically at the specified times. This enables time-based automation like daily reports, weekly syncs, or periodic data cleanup.","intents":["I want to run a workflow every day at a specific time","I need to generate a weekly report automatically","I want to sync data between services on a schedule"],"best_for":["teams with recurring automation needs","businesses generating periodic reports or syncs","workflows that don't depend on external triggers"],"limitations":["Scheduling granularity is unclear; sub-minute or hourly schedules may not be supported","Timezone handling is not documented; scheduled workflows may execute at unexpected times for distributed teams","No support for complex recurrence patterns (e.g., 'every 2nd Tuesday of the month')","Missed executions (e.g., if the system is down) may not be retried or logged"],"requires":["Workflow definition","Schedule or recurrence pattern (natural language or configuration)","Continuous service availability to execute scheduled workflows"],"input_types":["schedule/recurrence definitions","workflow configuration"],"output_types":["scheduled workflow execution","execution logs with timestamps"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_drymerge__cap_9","uri":"capability://automation.workflow.workflow.sharing.and.collaboration","name":"workflow-sharing-and-collaboration","description":"Enables users to share workflows with team members, allowing multiple people to view, edit, or execute shared automations. The system manages access control (view-only, edit, execute) and tracks changes to shared workflows. This facilitates team collaboration on automation development and ensures consistency across team automation practices.","intents":["I want to share a workflow with my team so they can use it","I need my team to be able to edit and improve shared automations","I want to ensure everyone is using the same automation logic"],"best_for":["teams collaborating on automation development","organizations standardizing automation practices","businesses with multiple users managing automations"],"limitations":["Collaboration features are not explicitly documented; it's unclear if real-time co-editing is supported","Access control granularity is unknown; users may not be able to restrict specific team members to certain workflows","Change tracking and audit logs are not mentioned; teams may not know who modified a workflow or when","No version control or rollback mechanism for shared workflows; accidental changes could break automations for the entire team"],"requires":["DryMerge team or workspace account","Multiple team members with access","Workflow to share"],"input_types":["workflow definitions","access control settings"],"output_types":["shared workflow access","collaboration notifications"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"high","permissions":["Web browser with modern JavaScript support","API credentials for at least one integrated service (Slack, Gmail, Airtable, etc.)","Clear, unambiguous English description of the desired automation","Active accounts with integrated services (Slack workspace, Gmail account, Airtable base, etc.)","OAuth2 or API key credentials for each service","Network connectivity to reach third-party APIs","Integration with at least one event source (email, Slack, form service, etc.)","Trigger condition definition in natural language or configuration format","Continuous service availability to monitor and route events","Source and destination services with defined schemas"],"failure_modes":["Natural language parsing may fail or misinterpret complex conditional logic, requiring manual correction","Ambiguous instructions may result in workflows that don't match user intent, requiring iterative refinement","No version control or rollback mechanism mentioned for workflow changes, risking production automation breaks","Limited ability to express advanced control flow (nested loops, complex branching) through plain English alone","Integration ecosystem is narrower than Zapier (100+ apps) or Make (1000+ apps), limiting applicability for teams using specialized or niche tools","No built-in support for custom API endpoints or webhook-based integrations beyond pre-configured services","Rate limiting and quota management are opaque to users; workflows may silently fail when hitting API limits","Credential storage security model is not publicly documented, creating uncertainty for compliance-sensitive teams","Trigger evaluation latency is not specified; delays between event occurrence and workflow execution could be significant for time-sensitive automations","No support for complex event correlation or stateful trigger logic (e.g., 'trigger only if this is the 3rd email in a thread')","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.78,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:30.283Z","last_scraped_at":"2026-04-05T13:23:42.552Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=drymerge","compare_url":"https://unfragile.ai/compare?artifact=drymerge"}},"signature":"3ZK9tk8mb7+F3kmpeLUN77mWbW34VUd+uZ+dUxIQvvEs9TuZm1cTJxp+l54YHA+/zdKJIRiNz6QmPW42VkBlBA==","signedAt":"2026-06-21T21:25:53.335Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/drymerge","artifact":"https://unfragile.ai/drymerge","verify":"https://unfragile.ai/api/v1/verify?slug=drymerge","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}