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* feat: add comprehensive telemetry for partial workflow updates Implement telemetry infrastructure to track workflow mutations from partial update operations. This enables data-driven improvements to partial update tooling by capturing: - Workflow state before and after mutations - User intent and operation patterns - Validation results and improvements - Change metrics (nodes/connections modified) - Success/failure rates and error patterns New Components: - Intent classifier: Categorizes mutation patterns - Intent sanitizer: Removes PII from user instructions - Mutation validator: Ensures data quality before tracking - Mutation tracker: Coordinates validation and metric calculation Extended Components: - TelemetryManager: New trackWorkflowMutation() method - EventTracker: Mutation queue management - BatchProcessor: Mutation data flushing to Supabase MCP Tool Enhancements: - n8n_update_partial_workflow: Added optional 'intent' parameter - n8n_update_full_workflow: Added optional 'intent' parameter - Both tools now track mutations asynchronously Database Schema: - New workflow_mutations table with 20+ fields - Comprehensive indexes for efficient querying - Supports deduplication and data analysis This telemetry system is: - Privacy-focused (PII sanitization, anonymized users) - Non-blocking (async tracking, silent failures) - Production-ready (batching, retries, circuit breaker) - Backward compatible (all parameters optional) Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en * fix: correct SQL syntax for expression index in workflow_mutations schema The expression index for significant changes needs double parentheses around the arithmetic expression to be valid PostgreSQL syntax. Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en * fix: enable RLS policies for workflow_mutations table Enable Row-Level Security and add policies: - Allow anonymous (anon) inserts for telemetry data collection - Allow authenticated reads for data analysis and querying These policies are required for the telemetry system to function correctly with Supabase, as the MCP server uses the anon key to insert mutation data. Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en * fix: reduce mutation auto-flush threshold from 5 to 2 Lower the auto-flush threshold for workflow mutations from 5 to 2 to ensure more timely data persistence. Since mutations are less frequent than regular telemetry events, a lower threshold provides: - Faster data persistence (don't wait for 5 mutations) - Better testing experience (easier to verify with fewer operations) - Reduced risk of data loss if process exits before threshold - More responsive telemetry for low-volume mutation scenarios This complements the existing 5-second periodic flush and process exit handlers, ensuring mutations are persisted promptly. Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en * fix: improve mutation telemetry error logging and diagnostics Changes: - Upgrade error logging from debug to warn level for better visibility - Add diagnostic logging to track mutation processing - Log telemetry disabled state explicitly - Add context info (sessionId, intent, operationCount) to error logs - Remove 'await' from telemetry calls to make them truly non-blocking This will help identify why mutations aren't being persisted to the workflow_mutations table despite successful workflow operations. Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en * feat: enhance workflow mutation telemetry for better AI responses Improve workflow mutation tracking to capture comprehensive data that helps provide better responses when users update workflows. This enhancement collects workflow state, user intent, and operation details to enable more context-aware assistance. Key improvements: - Reduce auto-flush threshold from 5 to 2 for more reliable mutation tracking - Add comprehensive workflow and credential sanitization to mutation tracker - Document intent parameter in workflow update tools for better UX - Fix mutation queue handling in telemetry manager (flush now handles 3 queues) - Add extensive unit tests for mutation tracking and validation (35 new tests) Technical changes: - mutation-tracker.ts: Multi-layer sanitization (workflow, node, parameter levels) - batch-processor.ts: Support mutation data flushing to Supabase - telemetry-manager.ts: Auto-flush mutations at threshold 2, track mutations queue - handlers-workflow-diff.ts: Track workflow mutations with sanitized data - Tests: 13 tests for mutation-tracker, 22 tests for mutation-validator The intent parameter messaging emphasizes user benefit ("helps to return better response") rather than technical implementation details. Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * chore: bump version to 2.22.16 with telemetry changelog Updated package.json and package.runtime.json to version 2.22.16. Added comprehensive CHANGELOG entry documenting workflow mutation telemetry enhancements for better AI-powered workflow assistance. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en Co-Authored-By: Claude <noreply@anthropic.com> * fix: resolve TypeScript lint errors in telemetry tests Fixed type issues in mutation-tracker and mutation-validator tests: - Import and use MutationToolName enum instead of string literals - Fix ValidationResult.errors to use proper object structure - Add UpdateNodeOperation type assertion for operation with nodeName All TypeScript errors resolved, lint now passes. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en Co-Authored-By: Claude <noreply@anthropic.com> --------- Co-authored-by: Claude <noreply@anthropic.com>
166 lines
5.8 KiB
SQL
166 lines
5.8 KiB
SQL
-- Migration: Create workflow_mutations table for tracking partial update operations
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-- Purpose: Capture workflow transformation data to improve partial updates tooling
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-- Date: 2025-01-12
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-- Create workflow_mutations table
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CREATE TABLE IF NOT EXISTS workflow_mutations (
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-- Primary key
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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-- User identification (anonymized)
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user_id TEXT NOT NULL,
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session_id TEXT NOT NULL,
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-- Workflow snapshots (compressed JSONB)
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workflow_before JSONB NOT NULL,
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workflow_after JSONB NOT NULL,
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workflow_hash_before TEXT NOT NULL,
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workflow_hash_after TEXT NOT NULL,
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-- Intent capture
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user_intent TEXT NOT NULL,
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intent_classification TEXT,
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tool_name TEXT NOT NULL CHECK (tool_name IN ('n8n_update_partial_workflow', 'n8n_update_full_workflow')),
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-- Operations performed
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operations JSONB NOT NULL,
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operation_count INTEGER NOT NULL CHECK (operation_count >= 0),
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operation_types TEXT[] NOT NULL,
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-- Validation metrics
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validation_before JSONB,
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validation_after JSONB,
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validation_improved BOOLEAN,
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errors_resolved INTEGER DEFAULT 0 CHECK (errors_resolved >= 0),
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errors_introduced INTEGER DEFAULT 0 CHECK (errors_introduced >= 0),
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-- Change metrics
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nodes_added INTEGER DEFAULT 0 CHECK (nodes_added >= 0),
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nodes_removed INTEGER DEFAULT 0 CHECK (nodes_removed >= 0),
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nodes_modified INTEGER DEFAULT 0 CHECK (nodes_modified >= 0),
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connections_added INTEGER DEFAULT 0 CHECK (connections_added >= 0),
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connections_removed INTEGER DEFAULT 0 CHECK (connections_removed >= 0),
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properties_changed INTEGER DEFAULT 0 CHECK (properties_changed >= 0),
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-- Outcome tracking
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mutation_success BOOLEAN NOT NULL,
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mutation_error TEXT,
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-- Performance metrics
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duration_ms INTEGER CHECK (duration_ms >= 0),
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-- Timestamps
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created_at TIMESTAMPTZ DEFAULT NOW()
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);
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-- Create indexes for efficient querying
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-- Primary indexes for filtering
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_user_id
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ON workflow_mutations(user_id);
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_session_id
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ON workflow_mutations(session_id);
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_created_at
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ON workflow_mutations(created_at DESC);
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-- Intent and classification indexes
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_intent_classification
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ON workflow_mutations(intent_classification)
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WHERE intent_classification IS NOT NULL;
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_tool_name
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ON workflow_mutations(tool_name);
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-- Operation analysis indexes
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_operation_types
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ON workflow_mutations USING GIN(operation_types);
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_operation_count
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ON workflow_mutations(operation_count);
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-- Outcome indexes
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_success
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ON workflow_mutations(mutation_success);
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_validation_improved
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ON workflow_mutations(validation_improved)
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WHERE validation_improved IS NOT NULL;
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-- Change metrics indexes
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_nodes_added
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ON workflow_mutations(nodes_added)
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WHERE nodes_added > 0;
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_nodes_modified
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ON workflow_mutations(nodes_modified)
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WHERE nodes_modified > 0;
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-- Hash indexes for deduplication
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_hash_before
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ON workflow_mutations(workflow_hash_before);
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_hash_after
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ON workflow_mutations(workflow_hash_after);
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-- Composite indexes for common queries
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-- Find successful mutations by intent classification
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_success_classification
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ON workflow_mutations(mutation_success, intent_classification)
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WHERE intent_classification IS NOT NULL;
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-- Find mutations that improved validation
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_validation_success
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ON workflow_mutations(validation_improved, mutation_success)
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WHERE validation_improved IS TRUE;
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-- Find mutations by user and time range
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_user_time
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ON workflow_mutations(user_id, created_at DESC);
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-- Find mutations with significant changes (expression index)
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CREATE INDEX IF NOT EXISTS idx_workflow_mutations_significant_changes
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ON workflow_mutations((nodes_added + nodes_removed + nodes_modified))
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WHERE (nodes_added + nodes_removed + nodes_modified) > 0;
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-- Comments for documentation
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COMMENT ON TABLE workflow_mutations IS
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'Tracks workflow mutations from partial update operations to analyze transformation patterns and improve tooling';
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COMMENT ON COLUMN workflow_mutations.workflow_before IS
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'Complete workflow JSON before mutation (sanitized, credentials removed)';
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COMMENT ON COLUMN workflow_mutations.workflow_after IS
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'Complete workflow JSON after mutation (sanitized, credentials removed)';
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COMMENT ON COLUMN workflow_mutations.user_intent IS
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'User instruction or intent for the workflow change (sanitized for PII)';
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COMMENT ON COLUMN workflow_mutations.intent_classification IS
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'Classified pattern: add_functionality, modify_configuration, rewire_logic, fix_validation, cleanup, unknown';
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COMMENT ON COLUMN workflow_mutations.operations IS
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'Array of diff operations performed (addNode, updateNode, addConnection, etc.)';
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COMMENT ON COLUMN workflow_mutations.validation_improved IS
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'Whether the mutation reduced validation errors (NULL if validation data unavailable)';
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-- Row-level security
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ALTER TABLE workflow_mutations ENABLE ROW LEVEL SECURITY;
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-- Create policy for anonymous inserts (required for telemetry)
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CREATE POLICY "Allow anonymous inserts"
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ON workflow_mutations
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FOR INSERT
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TO anon
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WITH CHECK (true);
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-- Create policy for authenticated reads (for analysis)
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CREATE POLICY "Allow authenticated reads"
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ON workflow_mutations
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FOR SELECT
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TO authenticated
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USING (true);
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