agent-skills

Copy metadata (segments, schema, flows, jobs, connections, auth) and account-level configuration (settings, per-table idconfig, field rankings) between Lytics accounts. Use when the user wants to promote changes from a sandbox account to production, sync objects between accounts, or copy an object from one account to another.

Strategic audience guidance -- helps users build the right audience for their business goal or improve an existing segment. Use when the user needs help choosing the right audience strategy, wants advice on segment design, or needs to improve an existing segment.

Create or update audience segments from natural language descriptions. Use when the user wants to build, create, or define an audience or segment from a natural language description.

Analyze what an audience looks like -- demographic breakdowns, top field values, coverage rates, and distributions. Use when the user wants to understand audience composition, view segment demographics, or analyze field coverage for a segment.

Guided flow/journey creation from business intent -- multi-step campaigns with delays, conditionals, A/B tests, and exports. Use when the user wants to create a campaign, build a journey, or design a multi-step marketing flow.

Browse and manage connections, auth providers, and integration credentials. Use when the user wants to list, view, create, or manage API connections, auth providers, or integration credentials.

Single-command data health check -- streams, jobs, schema, and quota status in one report. Use when the user wants to check data health, view system status, or get an overview of streams, jobs, and schema health.

Look up user profiles by identity field and value. Use when the user wants to find or look up a specific user profile by email, user ID, or other identity field.

Trace why a specific user was or wasn't exported to an external platform. Use when the user wants to debug an export, understand why a profile wasn't sent to a destination, or trace export behavior.

Flow/journey CRUD and step management for campaign orchestration. Use when the user wants to list, view, create, update, or delete flows, journeys, or campaign steps.

Strategic guidance for setting up the right data integration -- workflow selection, field mapping, and configuration. Use when the user needs help choosing the right integration approach, wants advice on field mapping, or needs to plan a data integration.

Guided setup for data integrations -- connection, auth, and job creation. Use when the user wants to set up, configure, or connect a new data integration end-to-end.

Job/work CRUD and lifecycle management -- create, pause, resume, bounce, kill. Use when the user wants to list, view, create, pause, resume, restart, or manage data jobs and workflows.

Top-level Lytics CDP agent - routes user intent to the appropriate skill for audience management, profile exploration, data integration, and schema browsing. Use when the user has a general Lytics question or request that doesn't clearly map to a specific skill.

Interactive profile exploration combining lookup, segments, and event history. Use when the user wants to explore a user profile, view segment memberships, or browse event history for an identity.

Diagnose why a user is or isn't in a segment, and trace their data lineage. Use when the user wants to understand segment membership, debug why a profile qualifies or doesn't qualify, or trace data lineage.

Discover and interpret profile schema fields, types, and sample values for field mapping. Use when the user wants to find schema fields, understand field types, or discover what data is available in the profile schema.

Browse and modify schema fields, mappings, identity config, and field rankings. Use when the user wants to list, view, create, or modify schema fields, mappings, identity configuration, or field rankings.

Analyze schema field usage, coverage, mappings, and identity config to suggest improvements. Use when the user wants to optimize their schema, find unused fields, improve coverage, or review identity and merge configuration.

Segment CRUD, validation, and sizing operations. Use when the user wants to list, view, create, update, delete, validate, or size segments.

Inspect data streams, view stats, and browse recent events. Use when the user wants to list streams, view stream statistics, or browse recent stream events.

Research-driven authoring of Lytics webhook templates -- fetches destination docs, drafts and tests the transform, and emits a ready-to-go webhook job blueprint. Use when the user wants to send Lytics audience triggers or enrichment requests to a custom webhook destination (e.g., Qualtrics, Slack, custom CRM).

Translate structured conditions into valid FilterQL expressions. Use when the user wants to write, build, or validate a FilterQL query or filter expression.