{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"github-nocobase--nocobase","slug":"nocobase--nocobase","name":"nocobase","type":"platform","url":"https://www.nocobase.com","page_url":"https://unfragile.ai/nocobase--nocobase","categories":["app-builders","deployment-infra"],"tags":["admin-dashboard","ai-agent","ai-agents","ai-assistant","ai-tools","airtable","crm","crud","erp","internal-tool","internal-tools","low-code","lowcode","no-code","nocode","project-management","salesforce","self-hosted","workflows"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"github-nocobase--nocobase__cap_0","uri":"capability://automation.workflow.wysiwyg.database.schema.and.ui.builder.with.real.time.synchronization","name":"wysiwyg database schema and ui builder with real-time synchronization","description":"Provides a drag-and-drop interface for designing database tables, fields, and relationships without writing SQL, with bidirectional synchronization between schema definition and UI rendering. Uses a declarative schema model that maps to underlying relational databases (PostgreSQL, MySQL, SQLite) and automatically generates CRUD forms, tables, and views from field definitions. Changes to schema immediately reflect in the UI layer through event-driven updates.","intents":["Build a custom CRM or project management system without touching SQL","Create data models and instantly see corresponding forms and tables","Modify field types and constraints and have UI components auto-update","Design multi-table relationships with foreign keys through point-and-click"],"best_for":["Business analysts and non-technical founders building internal tools","Teams migrating from Airtable or Salesforce who want self-hosted control","Rapid prototyping teams that need schema iteration without developer overhead"],"limitations":["Complex computed fields or custom validation logic requires plugin development","Performance degrades with >100k records in a single table without indexing strategy","No built-in multi-tenancy isolation at the schema level — requires application-layer handling","UI generation is opinionated; highly custom layouts require component extension"],"requires":["Node.js 14+ and npm/yarn","PostgreSQL 12+, MySQL 5.7+, or SQLite 3.x for backend storage","Modern browser with ES6 support (Chrome 90+, Firefox 88+, Safari 14+)"],"input_types":["field definitions (text, number, date, select, attachment, formula)","relationship configurations (one-to-many, many-to-many)","UI layout specifications (grid, form, kanban)"],"output_types":["relational database schema (SQL DDL)","React component tree for forms and tables","REST API endpoints for CRUD operations"],"categories":["automation-workflow","low-code-platform"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_1","uri":"capability://text.generation.language.ai.assisted.data.model.and.workflow.generation.from.natural.language","name":"ai-assisted data model and workflow generation from natural language","description":"Accepts natural language descriptions of business processes or data requirements and generates database schemas, field configurations, and workflow automation rules through LLM integration. The system parses user intent, maps entities and relationships, and scaffolds initial table structures, field types, and automation rules that users can then refine in the WYSIWYG builder. Supports multiple LLM providers (OpenAI, Anthropic, local models) via a pluggable provider interface.","intents":["Describe a business process in plain English and get a working data model","Generate initial schema for a CRM, inventory system, or project tracker from a text prompt","Automatically suggest field types, validations, and relationships based on semantic understanding","Create workflow automation rules from natural language descriptions of business logic"],"best_for":["Non-technical business users who can articulate requirements but cannot design schemas","Rapid prototyping teams that want to go from idea to working system in minutes","Organizations standardizing on NocoBase who want to accelerate onboarding"],"limitations":["LLM-generated schemas often require manual refinement for edge cases and business-specific constraints","Hallucination risk: model may suggest field types or relationships that don't match actual requirements","Requires API key for external LLM providers; local model support adds infrastructure complexity","No guarantee of idempotency — same prompt may generate slightly different schemas across runs","Limited to English and major languages; non-English prompts may produce lower-quality output"],"requires":["OpenAI API key (GPT-4 recommended) OR Anthropic API key OR local LLM (Ollama, LM Studio)","Network connectivity for cloud LLM providers","Sufficient LLM context window (4k+ tokens) to handle schema generation"],"input_types":["natural language text describing business process or data model","optional: existing schema or data samples for context"],"output_types":["database schema definition (tables, fields, relationships)","field type recommendations with validation rules","workflow automation rule templates"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_10","uri":"capability://tool.use.integration.webhook.and.external.integration.framework.with.event.driven.triggers","name":"webhook and external integration framework with event-driven triggers","description":"Allows users to define webhooks that are triggered by database events (record creation, update, deletion) and send HTTP POST requests to external systems with record data as payload. Supports webhook filtering (only trigger on certain field changes), retry logic with exponential backoff, and webhook signature verification for security. Webhook delivery status and logs are stored for debugging.","intents":["Send a webhook to Slack when a new customer is created","Trigger a Zapier workflow when a sales opportunity reaches a certain stage","Notify an external system when a record is deleted for data synchronization","Implement two-way sync with external systems through webhooks and API calls"],"best_for":["Teams integrating NocoBase with external tools (Slack, Zapier, custom systems)","Organizations that need event-driven architecture without message queues","Developers building integrations that require real-time notifications"],"limitations":["Webhook delivery is not guaranteed; failed requests are retried but may eventually be dropped","No built-in message queue; high-volume events may cause delivery delays","Webhook payloads are limited to record data; complex transformations require external processing","No built-in webhook signature verification for all providers; requires manual implementation","Debugging failed webhooks requires manual log inspection; no built-in replay functionality"],"requires":["HTTP endpoint to receive webhooks (must be publicly accessible or use tunneling)","Webhook signature verification (optional but recommended for security)"],"input_types":["webhook configuration (URL, event type, filters)","record data (serialized as JSON)","event metadata (timestamp, user ID, change details)"],"output_types":["HTTP POST requests to external endpoints","webhook delivery logs (success/failure, response status, error messages)","retry attempts with exponential backoff"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_11","uri":"capability://automation.workflow.template.and.preset.system.for.rapid.application.scaffolding","name":"template and preset system for rapid application scaffolding","description":"Provides pre-built application templates (CRM, project management, inventory, HR) that users can instantiate with a single click. Templates include schema definitions, views, workflows, and sample data. Users can customize templates after instantiation or create their own templates from existing applications. Templates are stored as JSON and can be shared across NocoBase instances.","intents":["Start with a pre-built CRM template instead of building from scratch","Create a company-standard template that all teams use for consistency","Share templates across multiple NocoBase instances for rapid deployment","Use templates as starting points and customize them for specific needs"],"best_for":["Organizations deploying NocoBase across multiple teams who want consistency","Rapid prototyping teams that want to start with working examples","Consultants and agencies building NocoBase solutions for multiple clients"],"limitations":["Templates are static; they don't update when the base application changes","Customizing a template after instantiation breaks the link to the original template","No built-in template versioning or dependency management","Templates may include sample data that needs to be cleaned up before production use","Template sharing requires manual export/import; no built-in marketplace"],"requires":["Template definition (JSON schema, views, workflows)","Sample data (optional but recommended for usability)"],"input_types":["template selection (from built-in or custom templates)","customization parameters (optional: name, description, initial data)"],"output_types":["instantiated application (tables, views, workflows, sample data)","template export (JSON file for sharing)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_12","uri":"capability://data.processing.analysis.data.import.and.export.with.format.conversion.and.mapping","name":"data import and export with format conversion and mapping","description":"Supports importing data from CSV, Excel, JSON, and other formats with automatic schema detection and field mapping. Users can preview data before import, define field mappings, and handle data type conversions. Supports bulk export to CSV, Excel, and JSON formats with field selection and filtering. Import/export operations are logged and can be scheduled.","intents":["Import customer data from a CSV file into a new CRM table","Export filtered records to Excel for analysis or sharing","Migrate data from Airtable or Salesforce by importing exported data","Schedule daily exports of reports for email distribution"],"best_for":["Teams migrating data from legacy systems or spreadsheets","Organizations that need to regularly export data for reporting or compliance","Users who want to work with data in Excel and sync back to NocoBase"],"limitations":["Large imports (>100k rows) may be slow and require pagination or chunking","Data type detection is heuristic-based; may incorrectly infer types for ambiguous data","Field mapping is manual; no automatic matching based on column names","No built-in data validation or error handling during import; invalid rows are skipped silently","Scheduled exports require background job infrastructure; not available in all deployments"],"requires":["File upload capability (multipart/form-data)","CSV/Excel parsing libraries","Optional: background job scheduler for scheduled exports"],"input_types":["CSV, Excel, JSON files","field mapping configuration (source column → target field)","data type conversion rules"],"output_types":["imported records in database","export files (CSV, Excel, JSON)","import/export logs (success/failure, row counts, errors)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_13","uri":"capability://data.processing.analysis.formula.and.computed.field.evaluation.with.expression.language","name":"formula and computed field evaluation with expression language","description":"Allows users to define computed fields using a formula language that supports arithmetic, string operations, date functions, and conditional logic. Formulas are evaluated on-demand or cached depending on configuration. Supports referencing other fields in the same record and related records through relationships. Formula syntax is similar to Excel with functions like SUM, CONCAT, IF, etc.","intents":["Calculate total price by multiplying quantity × unit price in a formula field","Concatenate first and last names into a full name field","Calculate age from birth date using date functions","Implement conditional logic: if status is 'closed', show revenue, else show 0"],"best_for":["Users who need computed fields without writing code","Applications that require calculated metrics (totals, averages, percentages)","Teams that want to avoid storing redundant data by computing it on-the-fly"],"limitations":["Formula evaluation can be slow for complex expressions on large datasets","Circular formula dependencies are not detected; may cause infinite loops","Limited function library compared to Excel; advanced statistical functions are missing","No support for cross-table aggregations (e.g., SUM of related records)","Formula errors are not always clear; debugging requires manual inspection"],"requires":["Formula expression parser and evaluator","Access to field values and related record data"],"input_types":["formula expression (text string with operators and functions)","field values (for evaluation context)"],"output_types":["computed field value (result of formula evaluation)","error messages if formula is invalid"],"categories":["data-processing-analysis","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_2","uri":"capability://automation.workflow.workflow.automation.engine.with.trigger.action.rules.and.conditional.logic","name":"workflow automation engine with trigger-action rules and conditional logic","description":"Provides a visual workflow builder for defining automation rules triggered by database events (record creation, field updates, deletion) or external webhooks. Rules support conditional branching (if-then-else), loops, and actions including field updates, API calls, email notifications, and plugin-based custom actions. Workflows are stored as JSON configuration and executed by a server-side engine that maintains execution state and logs.","intents":["Automatically send email notifications when a sales opportunity reaches a certain stage","Update related records when a parent record changes (e.g., cascade updates)","Trigger external API calls to Slack, Zapier, or custom webhooks on specific events","Implement approval workflows with conditional branching and multi-step actions"],"best_for":["Teams building internal tools that need event-driven automation without custom code","Business users who want to define business logic visually without developer involvement","Organizations replacing Zapier or Make with a self-hosted alternative"],"limitations":["Workflow execution is synchronous by default; long-running actions block the triggering request","No built-in retry logic or dead-letter queue for failed webhook calls","Complex nested conditionals become difficult to manage visually; no text-based rule definition","Workflow debugging requires manual log inspection; no built-in breakpoints or step-through execution","Scalability: high-volume triggers (>1000/sec) may cause execution queue backlog"],"requires":["Node.js 14+ runtime for workflow engine","Database connection (PostgreSQL, MySQL, or SQLite) for workflow state persistence","Optional: external services (SMTP for email, API endpoints for webhooks)"],"input_types":["trigger configuration (event type, filter conditions)","action definitions (field updates, API calls, notifications)","conditional logic (if-then-else expressions)"],"output_types":["workflow execution logs (success/failure status, timestamps, error messages)","side effects: database updates, HTTP requests, email notifications","webhook payloads sent to external systems"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_3","uri":"capability://automation.workflow.multi.view.data.presentation.with.grid.form.kanban.calendar.and.gallery.layouts","name":"multi-view data presentation with grid, form, kanban, calendar, and gallery layouts","description":"Automatically generates multiple presentation views of the same underlying data without duplicating data or creating separate tables. Supports grid (spreadsheet-like), form (record detail), kanban (column-based grouping), calendar (date-based), and gallery (card-based) views. Each view is configurable with filters, sorting, grouping, and field visibility settings. Views are stored as metadata and rendered on-demand from the same data source.","intents":["View the same project data as a Gantt-like timeline, kanban board, and detailed form","Filter and group records by status, assignee, or date without creating separate tables","Switch between spreadsheet and card-based views for different team workflows","Create read-only gallery views for stakeholders while maintaining editable grid for operators"],"best_for":["Teams with diverse viewing preferences (some prefer spreadsheets, others prefer kanban)","Projects requiring timeline, status board, and detail views simultaneously","Organizations building Airtable-like tools where view flexibility is a key feature"],"limitations":["Performance degrades with >10k records when rendering kanban or calendar views (requires pagination or virtualization)","Grouping by high-cardinality fields (e.g., unique IDs) creates too many columns/groups to be usable","Custom view types require plugin development; built-in views are fixed","Filtering and sorting logic is duplicated across view types; changes to one view don't auto-sync to others","Mobile responsiveness is limited for grid and kanban views on small screens"],"requires":["React 16.8+ for view component rendering","Database with support for efficient filtering and sorting (indexes recommended)","Modern browser with CSS Grid and Flexbox support"],"input_types":["data records from database tables","view configuration (layout type, filters, sort order, grouping field)","field metadata (visibility, formatting, permissions)"],"output_types":["rendered HTML/React components for each view type","filtered and sorted data subsets","view state (current filters, sort order, selected records)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_4","uri":"capability://safety.moderation.role.based.access.control.with.field.level.and.record.level.permissions","name":"role-based access control with field-level and record-level permissions","description":"Implements a hierarchical permission system where access is controlled at multiple levels: table (read/write/delete), field (visibility and editability), and record (row-level security based on user attributes or record values). Permissions are defined through a UI and stored in the database, evaluated at query time to filter data and at render time to show/hide UI elements. Supports role inheritance and dynamic permission rules based on user properties.","intents":["Restrict sales team to viewing only their own opportunities while managers see all","Hide sensitive fields (salary, SSN) from certain roles while keeping them visible to HR","Implement multi-tenant data isolation where users only see records they own or are assigned to","Create read-only views for external stakeholders while keeping internal views editable"],"best_for":["Organizations with complex permission requirements (multi-tenant, role-based, attribute-based)","Teams building internal tools that need to enforce data governance and compliance","Companies replacing Salesforce or SAP where permission granularity is critical"],"limitations":["Record-level permissions require additional database queries per request; can cause N+1 query problems at scale","Permission evaluation logic is not transparent to end users; debugging why a user can't see a record is difficult","Dynamic permissions based on user attributes require real-time attribute lookup; cached attributes may become stale","No built-in audit logging of permission changes or access attempts","Complex permission rules (e.g., 'user can edit if owner OR manager of owner') become difficult to express visually"],"requires":["Authentication system (built-in or external via OIDC/SAML)","Role and user management interface","Database support for efficient row-level filtering (indexes on permission-related columns)"],"input_types":["role definitions (name, permissions)","user-to-role mappings","field-level permission rules (which roles can view/edit each field)","record-level permission rules (conditions determining record visibility)"],"output_types":["filtered data queries (only records user has permission to access)","masked UI (hidden fields, disabled buttons for unauthorized actions)","permission evaluation results (allowed/denied with reason)"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_5","uri":"capability://tool.use.integration.rest.and.graphql.api.auto.generation.from.database.schema","name":"rest and graphql api auto-generation from database schema","description":"Automatically generates REST and GraphQL APIs from the database schema and field definitions without requiring manual endpoint definition. Each table gets standard CRUD endpoints (/api/tables/{id}/records with GET, POST, PUT, DELETE), with query parameters for filtering, sorting, pagination, and field selection. GraphQL schema is generated from table relationships and field types. APIs respect permission rules defined in the access control system.","intents":["Build a mobile app or external integration that reads/writes data without custom backend code","Query related data across multiple tables using GraphQL without N+1 queries","Expose specific tables to third-party integrations with API keys and rate limiting","Implement pagination and field selection to optimize API response size for mobile clients"],"best_for":["Teams building mobile apps or external integrations on top of NocoBase","Organizations that want to expose internal data through APIs without custom backend development","Developers who prefer GraphQL for complex queries over REST's multiple endpoints"],"limitations":["Generated APIs are generic CRUD; complex business logic (calculations, aggregations) requires custom endpoints","GraphQL schema generation may not handle all edge cases (circular relationships, polymorphic types)","No built-in rate limiting or quota management; requires reverse proxy or middleware for production use","API documentation is auto-generated but may lack business context and examples","Versioning strategy is unclear; schema changes may break client applications"],"requires":["HTTP server (Node.js with Express or similar)","Database connection for query execution","Optional: API gateway for rate limiting, authentication, and documentation"],"input_types":["database schema (tables, fields, relationships)","query parameters (filters, sort, pagination, field selection)","GraphQL queries and mutations"],"output_types":["JSON responses for REST endpoints","GraphQL JSON responses","HTTP status codes and error messages"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_6","uri":"capability://code.generation.editing.plugin.system.for.extending.schema.views.and.automation.with.custom.code","name":"plugin system for extending schema, views, and automation with custom code","description":"Provides a plugin architecture allowing developers to extend NocoBase with custom field types, view components, workflow actions, and API endpoints. Plugins are TypeScript/JavaScript modules that register with the plugin registry and hook into the application lifecycle. The system supports both server-side plugins (for custom actions and API endpoints) and client-side plugins (for custom views and field components). Plugins can access the database, permission system, and workflow engine.","intents":["Create a custom field type that validates data against an external API","Build a specialized view (e.g., Gantt chart, mind map) for a specific use case","Implement a custom workflow action that integrates with an internal system","Add custom API endpoints that combine data from multiple tables with business logic"],"best_for":["Development teams building NocoBase-based products for specific industries","Organizations with unique business logic that can't be expressed through the visual builder","Teams that want to extend NocoBase while maintaining upgrade compatibility"],"limitations":["Plugin development requires TypeScript/JavaScript knowledge; not suitable for non-technical users","Plugin API is not fully stable; breaking changes may occur between NocoBase versions","No built-in plugin marketplace or versioning system; plugin distribution is manual","Plugins can access sensitive data and bypass permission checks if not carefully implemented","Testing and debugging plugins requires local development environment setup"],"requires":["Node.js 14+ and npm/yarn for development","TypeScript knowledge for type-safe plugin development","Understanding of React for client-side plugins","NocoBase plugin SDK and documentation"],"input_types":["plugin source code (TypeScript/JavaScript)","plugin configuration (metadata, hooks, dependencies)","access to NocoBase APIs (database, permission, workflow)"],"output_types":["compiled plugin bundle (JavaScript)","registered field types, views, actions, or endpoints","side effects: database changes, API calls, UI updates"],"categories":["code-generation-editing","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_7","uri":"capability://data.processing.analysis.attachment.and.file.storage.management.with.cloud.provider.integration","name":"attachment and file storage management with cloud provider integration","description":"Provides a file attachment field type that stores files in configurable backends (local filesystem, AWS S3, Aliyun OSS, MinIO) with automatic metadata extraction (size, MIME type, dimensions for images). Files are referenced in database records through attachment objects containing URLs, metadata, and access control information. Supports batch upload, drag-and-drop, and direct URL linking. File access respects record-level permissions.","intents":["Allow users to upload images and documents to records without managing file storage infrastructure","Store attachments in S3 for scalability while keeping metadata in the database","Generate thumbnails and preview images for uploaded files","Restrict file access based on record permissions so users only see files they're authorized to view"],"best_for":["Applications that need to handle user-uploaded content (images, PDFs, documents)","Teams that want to offload file storage to cloud providers for scalability","Organizations with compliance requirements for file access logging and retention"],"limitations":["File size limits depend on backend configuration; no built-in chunked upload for very large files","Thumbnail generation requires additional processing; may cause latency on first access","File deletion is not cascading; orphaned files may accumulate if records are deleted without cleanup","No built-in virus scanning or malware detection; requires external integration","File versioning is not supported; overwriting a file loses the previous version"],"requires":["File storage backend: local filesystem OR AWS S3 OR Aliyun OSS OR MinIO","For cloud storage: appropriate API credentials and permissions","Sufficient disk space or cloud storage quota"],"input_types":["file uploads (multipart/form-data)","file URLs (for linking external files)","file metadata (name, size, MIME type)"],"output_types":["attachment objects (URL, metadata, access token)","file URLs (signed URLs for S3, direct URLs for local storage)","file metadata (size, dimensions, MIME type)"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_8","uri":"capability://automation.workflow.real.time.collaboration.with.live.data.synchronization.and.conflict.resolution","name":"real-time collaboration with live data synchronization and conflict resolution","description":"Implements real-time data synchronization across multiple users editing the same records simultaneously using WebSocket connections and operational transformation (OT) or conflict-free replicated data types (CRDTs). Changes made by one user are broadcast to others in near real-time, with automatic conflict resolution when multiple users edit the same field. Supports undo/redo with proper conflict handling.","intents":["Multiple team members edit a project record simultaneously and see each other's changes in real-time","Prevent data loss when two users edit the same field at the same time","Build collaborative editing experience similar to Google Sheets or Figma","Maintain consistency across all connected clients without requiring manual refresh"],"best_for":["Teams with distributed members who need to collaborate on shared data","Applications where real-time updates are critical (live dashboards, status boards)","Organizations replacing Google Sheets or Airtable for collaborative data entry"],"limitations":["WebSocket connections require persistent server resources; doesn't scale to millions of concurrent users","Conflict resolution is automatic but may not always match user intent (last-write-wins is simplistic)","Network latency means changes are not truly instantaneous; typical delay is 100-500ms","Undo/redo with conflict resolution is complex; may behave unexpectedly in edge cases","Offline support is limited; changes made offline may conflict with server state when reconnecting"],"requires":["WebSocket server (Node.js with Socket.io or similar)","Database with transaction support for conflict detection","Modern browser with WebSocket support"],"input_types":["field value changes (text, number, date, etc.)","user identity and session information","operation metadata (timestamp, user ID, field path)"],"output_types":["real-time updates broadcast to connected clients","conflict resolution results (merged values, conflict notifications)","undo/redo operations"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-nocobase--nocobase__cap_9","uri":"capability://safety.moderation.audit.logging.and.change.tracking.with.full.record.history","name":"audit logging and change tracking with full record history","description":"Automatically logs all changes to records including who made the change, when, what field was modified, and the old/new values. Maintains a complete audit trail that can be queried and filtered. Supports rollback to previous versions and change notifications. Audit logs are stored in a separate table and respect the same permission rules as the original data.","intents":["Track who changed a customer's contact information and when for compliance audits","Rollback a record to a previous state if incorrect data was entered","Receive notifications when important fields are modified","Generate audit reports showing all changes to sensitive data over a time period"],"best_for":["Organizations with compliance requirements (HIPAA, GDPR, SOX) that need audit trails","Teams that need to track data changes for accountability and debugging","Applications where data integrity and traceability are critical"],"limitations":["Audit logs grow indefinitely; no built-in retention policy or archival strategy","Querying large audit logs (millions of entries) can be slow without proper indexing","Rollback is not atomic; rolling back one record doesn't automatically rollback related records","Sensitive data in audit logs (e.g., passwords, SSNs) may violate compliance requirements","No built-in encryption for audit logs; requires additional security measures"],"requires":["Database table for storing audit logs","Timestamp and user identity tracking","Optional: notification system for change alerts"],"input_types":["record changes (field updates, deletions, creations)","user identity and session information","change metadata (timestamp, IP address, user agent)"],"output_types":["audit log entries (who, what, when, old value, new value)","change history views","rollback operations","audit reports"],"categories":["safety-moderation","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":45,"verified":false,"data_access_risk":"high","permissions":["Node.js 14+ and npm/yarn","PostgreSQL 12+, MySQL 5.7+, or SQLite 3.x for backend storage","Modern browser with ES6 support (Chrome 90+, Firefox 88+, Safari 14+)","OpenAI API key (GPT-4 recommended) OR Anthropic API key OR local LLM (Ollama, LM Studio)","Network connectivity for cloud LLM providers","Sufficient LLM context window (4k+ tokens) to handle schema generation","HTTP endpoint to receive webhooks (must be publicly accessible or use tunneling)","Webhook signature verification (optional but recommended for security)","Template definition (JSON schema, views, workflows)","Sample data (optional but recommended for usability)"],"failure_modes":["Complex computed fields or custom validation logic requires plugin development","Performance degrades with >100k records in a single table without indexing strategy","No built-in multi-tenancy isolation at the schema level — requires application-layer handling","UI generation is opinionated; highly custom layouts require component extension","LLM-generated schemas often require manual refinement for edge cases and business-specific constraints","Hallucination risk: model may suggest field types or relationships that don't match actual requirements","Requires API key for external LLM providers; local model support adds infrastructure complexity","No guarantee of idempotency — same prompt may generate slightly different schemas across runs","Limited to English and major languages; non-English prompts may produce lower-quality output","Webhook delivery is not guaranteed; failed requests are retried but may eventually be dropped","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.3891538960869195,"quality":0.5,"ecosystem":0.7000000000000001,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.3,"quality":0.25,"ecosystem":0.15,"match_graph":0.25,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:22.063Z","last_scraped_at":"2026-05-03T13:57:04.027Z","last_commit":"2026-05-03T13:02:26Z"},"community":{"stars":22260,"forks":2567,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=nocobase--nocobase","compare_url":"https://unfragile.ai/compare?artifact=nocobase--nocobase"}},"signature":"GQWNc6tsNP5/5mcGZx2FRAsdC9fINmR2e7B3dlvSYdR/PHzrdZNlN6e2FHMTz0b6VtySuOoHC+LO8wPf+igMDA==","signedAt":"2026-06-21T00:56:06.323Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/nocobase--nocobase","artifact":"https://unfragile.ai/nocobase--nocobase","verify":"https://unfragile.ai/api/v1/verify?slug=nocobase--nocobase","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"}}