{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_myninja","slug":"myninja","name":"MyNinja","type":"agent","url":"https://myninja.ai","page_url":"https://unfragile.ai/myninja","categories":["ai-agents"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_myninja__cap_0","uri":"capability://automation.workflow.multi.agent.workflow.orchestration.with.dependency.resolution","name":"multi-agent workflow orchestration with dependency resolution","description":"MyNinja coordinates multiple AI agents to execute interdependent tasks in sequence, automatically resolving data dependencies and handoffs between agents without requiring manual intervention. The system models workflows as directed acyclic graphs (DAGs) where each node represents an agent task, and edges represent data flow dependencies. Agents communicate through a shared state layer that tracks outputs from upstream tasks, enabling downstream agents to access and transform results without explicit human coordination.","intents":["I need to automate a multi-step process where one task's output feeds into the next task's input","I want to eliminate manual handoffs between different tools and team members in my workflow","I need agents to work in parallel on independent subtasks and then merge results"],"best_for":["mid-market operations teams automating 5-20 step workflows","marketing teams coordinating content creation, approval, and distribution across tools","finance teams automating invoice processing, approval routing, and reconciliation"],"limitations":["No built-in support for complex conditional branching or loop constructs — workflows must be acyclic","Agent communication overhead adds ~500ms-2s per handoff depending on state size and network latency","Limited visibility into agent decision-making during execution — debugging multi-agent failures requires manual log inspection","No native support for human-in-the-loop approval gates within agent chains"],"requires":["API credentials for at least one connected business tool (Slack, Salesforce, HubSpot, etc.)","Workflow definition in MyNinja's proprietary YAML or JSON format","Active MyNinja subscription with agent execution quota"],"input_types":["structured data (JSON, CSV)","unstructured text (emails, documents)","API responses from connected tools"],"output_types":["structured data (JSON, CSV)","action logs with agent decisions","state snapshots for audit trails"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myninja__cap_1","uri":"capability://tool.use.integration.business.tool.integration.with.native.api.connectors","name":"business tool integration with native api connectors","description":"MyNinja provides pre-built connectors to popular business applications (Slack, Salesforce, HubSpot, Gmail, Google Sheets, etc.) that abstract away API authentication, rate limiting, and data transformation. Each connector exposes a standardized interface for common operations (create, read, update, delete, search) while handling tool-specific quirks like pagination, field mapping, and error retry logic. Agents invoke these connectors via a function-calling interface, passing high-level parameters that are automatically translated to tool-specific API calls.","intents":["I want agents to read and write data to my CRM without managing API keys or authentication","I need to sync data between multiple business tools as part of an automated workflow","I want to trigger actions in Slack, email, or other communication tools based on agent decisions"],"best_for":["teams using standard SaaS tools (Salesforce, HubSpot, Slack, Google Workspace)","operations teams that need to automate data flow across 3-10 different platforms","non-technical workflow builders who want to avoid API documentation and authentication complexity"],"limitations":["Connector coverage limited to ~30-50 popular tools — custom or niche applications require custom API integration","Rate limiting from downstream tools (e.g., Salesforce API limits) can cause workflow bottlenecks without explicit queuing","Field mapping between tools is manual — no automatic schema inference or transformation","OAuth token refresh and credential rotation require manual re-authentication for some tools"],"requires":["Active account with the target business tool (Salesforce, HubSpot, Slack, etc.)","API credentials or OAuth token for the target tool","MyNinja connector for the specific tool (not all tools are supported)"],"input_types":["structured data (JSON objects with tool-specific fields)","query parameters (filters, search terms)","authentication tokens (OAuth, API keys)"],"output_types":["structured data (records, lists, objects from the target tool)","action confirmations (success/failure status)","error messages with retry guidance"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myninja__cap_2","uri":"capability://planning.reasoning.autonomous.task.execution.with.agent.specialization","name":"autonomous task execution with agent specialization","description":"MyNinja deploys specialized AI agents (e.g., 'data extraction agent', 'approval routing agent', 'content generation agent') that are pre-configured with domain-specific prompts, tools, and decision logic. Each agent type is optimized for a specific class of tasks and can be instantiated multiple times within a workflow. Agents execute tasks autonomously by interpreting task descriptions, selecting appropriate tools from their available connector set, and making decisions based on task context and predefined rules.","intents":["I want an agent to extract structured data from unstructured documents without manual parsing","I need an agent to route approvals to the right person based on business rules","I want an agent to generate content (emails, reports, summaries) based on input data"],"best_for":["teams with repetitive, well-defined tasks that benefit from specialization","operations teams automating data extraction, validation, and routing workflows","marketing and content teams automating content generation and distribution"],"limitations":["Agent specialization is fixed at creation time — agents cannot dynamically adapt to novel task types","No built-in mechanism for agents to learn from past executions or improve over time","Agent decision-making is opaque — limited visibility into why an agent chose a particular action","Agents may fail silently or make incorrect decisions on edge cases outside their training distribution"],"requires":["Clear task description and context for the agent to operate on","Access to the tools and data sources the agent needs (via connectors)","MyNinja subscription with agent execution quota"],"input_types":["task descriptions (natural language)","structured data (JSON, CSV)","unstructured text (documents, emails)"],"output_types":["task completion status (success/failure)","extracted or generated data","action logs with agent reasoning"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myninja__cap_3","uri":"capability://memory.knowledge.workflow.state.management.and.data.persistence.across.agent.handoffs","name":"workflow state management and data persistence across agent handoffs","description":"MyNinja maintains a centralized state store that tracks outputs, intermediate results, and context across all agent executions within a workflow. As each agent completes a task, its outputs are persisted to this state store with versioning and audit trails. Downstream agents can query and access upstream results through a state retrieval interface, enabling data flow without explicit data passing. The state store also maintains execution history, allowing workflows to resume from failure points or replay past executions.","intents":["I need to track what data each agent produced and ensure downstream agents can access it","I want to audit all changes made by agents throughout the workflow execution","I need to resume a failed workflow from the point of failure without re-executing completed tasks"],"best_for":["teams requiring audit trails and compliance logging for automated workflows","operations teams managing long-running workflows that may fail and need recovery","finance and legal teams automating processes with strict data governance requirements"],"limitations":["State store has no built-in query language — accessing intermediate results requires knowledge of state structure","No automatic cleanup of old state data — storage costs can grow unbounded without manual retention policies","State versioning adds ~100-300ms latency per agent handoff","No encryption at rest by default — sensitive data in state store may require additional security configuration"],"requires":["MyNinja backend with persistent storage (included in subscription)","Workflow definition that explicitly names and structures state outputs","Appropriate data retention and compliance policies configured"],"input_types":["agent outputs (any JSON-serializable data)","execution context (timestamps, agent IDs, task descriptions)"],"output_types":["state snapshots (versioned data at each step)","execution history (audit logs with timestamps)","recovery checkpoints (for resuming failed workflows)"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myninja__cap_4","uri":"capability://automation.workflow.workflow.monitoring.and.execution.analytics","name":"workflow monitoring and execution analytics","description":"MyNinja provides dashboards and analytics that track workflow execution metrics including task completion rates, agent performance, bottlenecks, and error patterns. The system logs detailed execution traces showing which agents executed, what tools they called, how long each step took, and what data was passed between steps. Users can visualize workflows as interactive DAGs with real-time execution status, drill down into individual agent executions, and identify performance bottlenecks or failure points.","intents":["I want to see which workflows are failing and why","I need to identify bottlenecks in my automated processes and optimize them","I want to track agent performance and ROI of my automation investments"],"best_for":["operations managers optimizing workflow efficiency and identifying improvement opportunities","teams troubleshooting failed workflows and understanding agent behavior","executives tracking automation ROI and cost savings"],"limitations":["Analytics are limited to MyNinja-managed metrics — no integration with external observability tools (Datadog, New Relic)","Execution traces are retained for limited time (typically 30-90 days) before archival","No custom alerting or anomaly detection — users must manually monitor dashboards","Performance metrics are aggregated at workflow level — no per-agent performance breakdown"],"requires":["Active MyNinja subscription with analytics access","Workflows must be executed through MyNinja platform to generate metrics"],"input_types":["workflow execution logs (generated automatically)"],"output_types":["dashboards with execution metrics","execution traces with detailed step-by-step logs","performance reports (completion rates, error rates, latency)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myninja__cap_5","uri":"capability://automation.workflow.workflow.templating.and.reusable.automation.patterns","name":"workflow templating and reusable automation patterns","description":"MyNinja provides pre-built workflow templates for common automation scenarios (lead qualification, invoice processing, customer onboarding, etc.) that users can customize and deploy without building workflows from scratch. Templates encapsulate best-practice agent configurations, tool integrations, and decision logic for specific use cases. Users can modify templates by adjusting agent parameters, adding/removing steps, or connecting different tools, then save customized templates for reuse across teams or projects.","intents":["I want to automate a common process (invoice processing, lead qualification) without designing the workflow from scratch","I need to standardize automation patterns across my team so everyone uses the same workflow structure","I want to quickly test automation ROI by deploying a pre-built template"],"best_for":["non-technical users who want to deploy automation without workflow design expertise","teams standardizing automation practices across departments","organizations evaluating automation ROI and wanting quick time-to-value"],"limitations":["Template library is limited to ~20-50 common use cases — niche workflows require custom design","Templates are opinionated and may not match specific business logic or tool configurations","Customizing templates requires understanding MyNinja's workflow definition format","No version control or template evolution tracking — updates to templates don't automatically propagate to deployed instances"],"requires":["MyNinja subscription with template access","Credentials for tools referenced in the template"],"input_types":["template parameters (customization options)","tool credentials (for connecting to business applications)"],"output_types":["customized workflow definition","deployed workflow ready for execution"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myninja__cap_6","uri":"capability://automation.workflow.error.handling.and.workflow.retry.logic.with.exponential.backoff","name":"error handling and workflow retry logic with exponential backoff","description":"MyNinja implements automatic error handling and retry mechanisms for agent task failures. When an agent encounters an error (e.g., API rate limit, transient network failure, tool unavailability), the system automatically retries the task with exponential backoff and jitter, configurable retry limits, and fallback strategies. Users can define custom error handlers that specify which errors are retryable, how many times to retry, and what actions to take if all retries fail (e.g., escalate to human, skip task, abort workflow).","intents":["I want my workflows to be resilient to transient failures without manual intervention","I need to handle rate limiting from downstream tools gracefully","I want to define custom error handling logic for specific failure scenarios"],"best_for":["teams running long-running workflows that may encounter transient failures","operations teams integrating with rate-limited APIs (Salesforce, HubSpot)","teams requiring high reliability and minimal manual intervention"],"limitations":["Retry logic is limited to task level — no workflow-level rollback or compensation logic","Exponential backoff can cause significant delays for frequently failing tasks","Custom error handlers require workflow definition knowledge — non-technical users cannot easily customize","No built-in circuit breaker pattern — workflows may continue retrying even if a tool is permanently unavailable"],"requires":["Workflow definition with error handling configuration","MyNinja subscription with retry quota"],"input_types":["error type and context","retry configuration (max retries, backoff strategy)"],"output_types":["retry attempt logs","final success/failure status","escalation notifications (if configured)"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myninja__cap_7","uri":"capability://automation.workflow.workflow.scheduling.and.trigger.based.execution","name":"workflow scheduling and trigger-based execution","description":"MyNinja supports multiple execution triggers for workflows: scheduled execution (cron-based), event-driven triggers (webhook, tool events), and manual execution. Users can define schedules (e.g., 'run daily at 9 AM', 'run every hour') or configure webhooks to trigger workflows when external events occur (e.g., new lead in CRM, email received). The system manages trigger registration, deduplication, and execution queuing to ensure reliable and timely workflow invocation.","intents":["I want to run a workflow on a schedule (daily, weekly, monthly)","I want to trigger a workflow automatically when something happens in another tool (new lead, email received)","I want to manually trigger a workflow on demand"],"best_for":["teams automating recurring processes (daily reports, weekly syncs)","teams responding to events in business tools (new leads, customer actions)","operations teams that need flexible execution scheduling"],"limitations":["Cron-based scheduling has minute-level granularity — sub-minute scheduling not supported","Event-driven triggers depend on tool webhook support — not all tools provide webhooks","Webhook deduplication is basic — duplicate events may trigger multiple workflow executions","No built-in rate limiting for trigger-based execution — high-frequency events may overwhelm the system"],"requires":["Workflow definition with trigger configuration","For scheduled execution: cron expression or schedule definition","For event-driven execution: webhook URL or tool event configuration"],"input_types":["schedule definition (cron expression)","webhook payload (event data from external tool)","manual trigger request"],"output_types":["workflow execution confirmation","execution status and results"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myninja__cap_8","uri":"capability://automation.workflow.workflow.versioning.and.rollback.with.change.tracking","name":"workflow versioning and rollback with change tracking","description":"MyNinja maintains version history for all workflow definitions, tracking changes to agent configurations, tool integrations, and decision logic. Users can view the change history, compare versions, and rollback to previous versions if a new deployment causes issues. The system tracks who made changes, when they were made, and what was changed, providing an audit trail for workflow evolution. Deployments are atomic — either the entire new version is activated or the rollback is complete.","intents":["I want to track changes to my workflows and understand what was modified","I need to rollback a workflow to a previous version if a change breaks automation","I want to maintain an audit trail of workflow modifications for compliance"],"best_for":["teams managing multiple workflow versions and needing change control","organizations with compliance requirements for workflow audit trails","teams collaborating on workflow design and needing to track contributions"],"limitations":["Version history is limited to workflow definitions — execution history is separate and not versioned","Rollback is all-or-nothing — cannot selectively rollback individual workflow steps","No branching or merge capabilities — workflows cannot be developed in parallel","Version comparison is text-based — no visual diff for complex workflows"],"requires":["MyNinja subscription with version control access","Workflow definition in MyNinja's format"],"input_types":["workflow definition changes"],"output_types":["version history with change metadata","version comparison (diff)","rollback confirmation"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myninja__cap_9","uri":"capability://automation.workflow.cost.tracking.and.execution.quota.management","name":"cost tracking and execution quota management","description":"MyNinja tracks execution costs associated with agent runs, tool API calls, and data processing, providing visibility into automation spending. The system enforces execution quotas (e.g., max agents per month, max API calls) based on subscription tier, preventing runaway costs from unexpected usage spikes. Users can set budget alerts and view cost breakdowns by workflow, agent type, and tool integration to understand where automation spending is concentrated.","intents":["I want to understand how much my automation is costing and optimize spending","I need to prevent unexpected cost overruns from high-volume workflows","I want to allocate automation budgets across teams or projects"],"best_for":["finance teams managing automation budgets and ROI","operations teams optimizing automation costs","organizations with strict cost control requirements"],"limitations":["Cost tracking is limited to MyNinja platform costs — does not include costs of downstream tools (Salesforce API calls, etc.)","Quota enforcement is hard limit — workflows are aborted when quota is exceeded, potentially breaking automation","No granular cost allocation — costs are aggregated at workflow or team level, not per-task","Budget alerts are threshold-based — no predictive cost forecasting"],"requires":["MyNinja subscription with cost tracking enabled","Configured execution quotas and budget alerts"],"input_types":["workflow execution logs (generated automatically)"],"output_types":["cost reports (by workflow, agent, tool)","quota usage metrics","budget alerts"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"high","permissions":["API credentials for at least one connected business tool (Slack, Salesforce, HubSpot, etc.)","Workflow definition in MyNinja's proprietary YAML or JSON format","Active MyNinja subscription with agent execution quota","Active account with the target business tool (Salesforce, HubSpot, Slack, etc.)","API credentials or OAuth token for the target tool","MyNinja connector for the specific tool (not all tools are supported)","Clear task description and context for the agent to operate on","Access to the tools and data sources the agent needs (via connectors)","MyNinja subscription with agent execution quota","MyNinja backend with persistent storage (included in subscription)"],"failure_modes":["No built-in support for complex conditional branching or loop constructs — workflows must be acyclic","Agent communication overhead adds ~500ms-2s per handoff depending on state size and network latency","Limited visibility into agent decision-making during execution — debugging multi-agent failures requires manual log inspection","No native support for human-in-the-loop approval gates within agent chains","Connector coverage limited to ~30-50 popular tools — custom or niche applications require custom API integration","Rate limiting from downstream tools (e.g., Salesforce API limits) can cause workflow bottlenecks without explicit queuing","Field mapping between tools is manual — no automatic schema inference or transformation","OAuth token refresh and credential rotation require manual re-authentication for some tools","Agent specialization is fixed at creation time — agents cannot dynamically adapt to novel task types","No built-in mechanism for agents to learn from past executions or improve over time","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.72,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.6,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.28,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:31.858Z","last_scraped_at":"2026-04-05T13:23:42.560Z","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=myninja","compare_url":"https://unfragile.ai/compare?artifact=myninja"}},"signature":"HX+U9+CW2DiN8f33BgH6jlhCYrQ32S84yGM0FgNPkOQ36LMeD9btJTMHeamZj0A5HjgRipcyHD4ypZYZhh0bDA==","signedAt":"2026-07-08T13:27:29.276Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/myninja","artifact":"https://unfragile.ai/myninja","verify":"https://unfragile.ai/api/v1/verify?slug=myninja","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"}}