ai

Build Celigo APIs -- custom HTTP endpoints that let external systems push or query data synchronously through Celigo integrations. Use when creating APIs, proxying authenticated requests, or exposing lookup/write operations as a REST interface that returns a structured response.

Build Celigo B2B Manager EDI integrations -- trading partner onboarding, EDI profiles, file definitions, X12/EDIFACT flow patterns, and transaction monitoring. Use when onboarding partners, editing EDI flows, setting up parsing rules, or monitoring document exchange.

Build Celigo flows -- pipelines that move data from source systems to destination systems on a schedule or in response to events. Covers scheduling, chaining, error management, and abstract/instance templating. Use when creating, editing, or debugging flows.

Build Celigo tool resources -- reusable building blocks that encapsulate lookups, imports, transforms, and branching behind input/output contracts. Callable from flows, APIs, AI agents, MCP servers, and other tools. Use when creating tools, adding steps, or configuring routing.

Configure Celigo AI agent and guardrail imports -- LLM-powered steps that classify, extract, validate, or generate data within flows. Use when creating agent imports (OpenAI, Gemini), guardrails (PII, moderation), or configuring prompts, structured output, or BYOK connections.

Configure Celigo connections and iClients -- credential and configuration objects that authenticate to external systems. Use when creating or editing connections, choosing auth methods, setting up OAuth, managing iClients (shared credential stores), or troubleshooting connectivity.

Configure Celigo export resources -- the data source step that fetches records from external systems. Use when creating or editing exports, choosing the right adaptor type for a target application, setting up delta/incremental syncs, webhooks, file transfers, or lookups.

Configure Celigo filter rules on exports, imports, and flow branches that control which records continue through the pipeline. Use when adding filters, setting branch routing conditions, or choosing between expression and script filters.

Configure Celigo guardrail resources -- safety and compliance checks that validate data flowing through integrations. Use when creating or editing guardrails for PII detection, content moderation, or AI-based evaluation rules.

Configure Celigo imports -- the destination step that writes records to external systems. Use when creating imports, choosing the adaptor type, setting up field mappings, lookups, upsert logic, AI agent imports, or file-based imports.

Orientation for Celigo integrations -- core concepts, build order, account discovery, planning discipline, sandbox awareness, and which skill to use for each task. Start here when the task is unclear or the user is new to Celigo.

Manage Celigo account users -- inviting users, updating permissions, configuring access levels (administrator, manage, monitor, integration-only), enforcing MFA/SSO, and disabling accounts. Use when adding team members, changing permissions, auditing access, or managing user lifecycle.

Diagnose and resolve Celigo flow failures -- total failures, partial errors, stuck jobs, empty runs, and performance issues. Use when a flow is failing, producing errors, returning no data, or running slowly.

Write Celigo JavaScript hook scripts -- preSavePage, preMap, postMap, postSubmit, postResponseMap, filter, transform, branching, handleRequest. Use when creating or editing scripts, choosing the right hook point, understanding input/output data shapes, or debugging script behavior.

Build Celigo MCP server resources -- endpoints that expose Tools and builder-mode APIs to external AI agents and MCP clients. Use when creating MCP servers, linking tools or APIs, or configuring annotations and overrides.

Configure Celigo lookup cache resources -- in-memory key-value stores used for fast lookups, deduplication, cross-reference resolution, and state tracking during flow execution. Use when creating caches, loading data, referencing caches in import lookups, or managing cache lifecycle.

Write field mappings and transforms in Celigo integrations. Covers Mapper 2.0 (imports), Transformation 2.0 (exports), lookups, response mapping, and Mapper 1.0 (NetSuite/Salesforce). Use when editing mappings[], transform{}, responseMapping, or lookup configurations.

Write SQL queries for Celigo RDBMS exports and imports -- SELECT, INSERT, UPDATE, UPSERT, MERGE, delta, once, and bulk operations across Snowflake, Postgres, MySQL, SQL Server, Oracle, BigQuery, and Redshift. Use when editing rdbms.query or troubleshooting SQL errors.

Write Handlebars template expressions for Celigo integrations -- dynamic values in mappings, HTTP bodies, SQL queries, URIs, and filters. Use when building any resource configuration that needs computed, conditional, or formatted field values.