celigo
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- ▌ Configuring Lookup Caches · celigo bundleConfigure 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.
- ▌ Managing On Premise Agents · celigoManage Celigo on-premise agents -- lightweight software you install on a host inside your own network that opens a secure OUTBOUND tunnel to integrator.io, letting the platform reach private systems (on-prem databases, file shares, internal apps) without opening inbound firewall ports. An on-premise agent is a connectivity resource on the `/agents` page -- not a stack (compute) and not an AI agent (LLM processing). Use when connecting to a system behind a firewall, installing or pairing an agent, rotating its access token, or diagnosing agent-offline flow failures.
- ▌ Using Marketplace Templates · celigoFind, install, and reuse pre-built integration blueprints from the Celigo Marketplace -- Templates (unlocked, fully editable, no ongoing updates) and Integration Apps (vendor-maintained, upgrade-protected, receive updates). Covers whole-template install versus copying a single element, how connections are mapped rather than copied, the dependency cascade, and when to start from a blueprint instead of building from scratch. Use when browsing the marketplace, installing a template or Integration App, or copying an existing flow, export, import, or connection into your own integration.
- ▌ Troubleshooting Flows · celigoDiagnose 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.
- ▌ Configuring Guardrails · celigo bundleConfigure 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.
- ▌ Configuring Connections · celigo bundleConfigure 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.
- ▌ Managing API Tokens · celigoManage Celigo API tokens (the accesstoken resource) -- bearer credentials that authenticate inbound programmatic calls into integrator.io's REST API, custom APIs, and MCP servers. Covers personal access tokens (PATs) versus account-level API tokens, least-privilege scoping versus full access, the revoke-before-delete lifecycle, auto-purge expiry, and keeping token secrets out of chat. Use when creating, scoping, rotating, revoking, or deleting API tokens or PATs, or when distinguishing an integrator.io API token from a connection's OAuth access token.
- ▌ Building MCP Servers · celigo bundleBuild 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.
- ▌ Configuring AI Agents · celigo bundleConfigure 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.
- ▌ Managing Integrations · celigo bundleManage Celigo integrations -- the named containers that group flows, APIs, Tools, connections, scripts, and settings so a body of automation is organized, secured, and evolved as one unit. Covers plain integrations vs Integration Apps, parent/child hierarchies, cloning with connection remap, moving resources between integrations, notifications, aliases, and Integration Lifecycle Management (ILM) revisions/snapshots/pulls/reverts across environments. Use when creating, organizing, cloning, promoting, or versioning integrations, or deciding whether new work belongs in an existing integration or its own.
- ▌ Writing Scripts · celigo bundleWrite 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.
- ▌ Writing Mappings · celigo bundleWrite 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.
- ▌ Writing Handlebars · celigo bundleWrite 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.
- ▌ Configuring Exports · celigo bundleConfigure 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.
- ▌ Configuring Filters · celigo bundleConfigure 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.
- ▌ Configuring Imports · celigo bundleConfigure 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.
- ▌ Building Tools · celigo bundleBuild 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.
- ▌ Managing Users · celigo bundleManage 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.
- ▌ Getting Started · celigoOrientation 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.
- ▌ Managing Stacks · celigoConfigure Celigo stacks -- pointers to your own compute environment (a self-hosted `server` or an AWS `lambda`) where Celigo runs extension code (script hooks and connector wrappers) instead of on its hosted JavaScript runtime. A stack stores the address and credentials of that runtime, not the code itself. Use when deciding whether you need a stack, choosing between `server` and `lambda` types, creating or updating a stack, or pointing a hook or wrapper at one via `_stackId`.
- ▌ Writing SQL · celigo bundleWrite 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.
- ▌ Building B2b · celigo bundleBuild 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.
- ▌ Building Apis · celigo bundleBuild 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.
- ▌ Building Flows · celigo bundleBuild 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.