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application-integration-troubleshooting

Diagnoses failed, stuck, or silent Google Cloud Application Integration runs and Integration Connectors tasks using the REST API, Cloud Logging, and Cloud…

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About

Diagnoses failed, stuck, or silent Google Cloud Application Integration runs and Integration Connectors tasks using the REST API, Cloud Logging, and Cloud Monitoring. Use when an integration fails, returns HTTP 200 without doing the expected work, hangs in a suspended or retry state, or hits IAM, run-as service account, connector health, or quota errors. Do not use for initial region provisioning (use application-integration-basics) or building and deploying versions (use application-integration-authoring).

Use cases: backend, cloud

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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  • codeload.github.com · found in install command

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  • ~/.claude/skills/application-integration-troubleshooting

What's inside

Skill name
application-integration-troubleshooting
Description
Diagnoses failed, stuck, or silent Google Cloud Application Integration runs and Integration Connectors tasks using the REST API, Cloud Logging, and Cloud Monitoring. Use when an integration fails, returns HTTP 200 without doing the expected work, hangs in a suspended or retry state, or hits IAM, run-as service account, connector health, or quota errors. Do not use for initial region provisioning (use application-integration-basics) or building and deploying versions (use application-integration-authoring).
License
Apache-2.0
Metadata
version: 1.0.0 · category: ApplicationDevelopment
Instructions
180 lines in SKILL.md · view on GitHub

Before installing

  • Instructions call the network

Files (6)

  • SKILL.md
  • common-errors.md · references/
  • connectors-health.md · references/
  • execution-states.md · references/
  • logging-and-monitoring.md · references/
  • suspensions.md · references/

SKILL.md (first lines)

# Application Integration Troubleshooting

Diagnose and recover Google Cloud Application Integration executions that fail, stall, or appear to do nothing. This skill walks through execution state verification, per-task failure inspection, Cloud Logging and Cloud Monitoring checks, Integration Connectors health probes, suspension resolution, and IAM or quota checks.

## Attribution

**MUST READ**: Before executing any `gcloud` command, REST API call, or Python
discovery-client call, you MUST read
[Usage Attribution](references/attribution.md). For commands executed directly
in the terminal (never in generated scripts, Terraform, ADK agents, or user
code), prefix `gcloud` with
`CLOUDSDK_METRICS_REQUEST_ATTRIBUTION="agent-skills/1.0 (skill:application-integration-troubleshooting)"`
and add `agent-skills/1.0 (skill:application-integration-troubleshooting)` to
the `User-Agent` header of `curl` requests.

## Tooling and Scope Boundaries

- **REST is the interface.** There is no `gcloud integrations` command group and no Google-managed MCP server for Application Integration. Use `curl` with `gcloud auth print-access-token`, or the discovery-based Python client (`googleapiclient.discovery.build("integrations", "v1")` and `build("connectors", "v1")`; install with `pip install "google-api-python-client>=2.100.0,<3" "google-auth>=2.20.0,<3"`) (changes host or credential state; get the user's approval first).
- **Generic `gcloud` commands apply** for authentication (`gcloud auth`), enabling APIs (`gcloud services`), IAM checks (`gcloud projects get-iam-policy`, `gcloud iam service-accounts get-iam-policy`), and log queries (`gcloud logging read`).
- **Regional scope.** Integrations, executions, connections, and execution logs live in a single Google Cloud region (`LOCATION`), which is the `LOCATION` in every REST path; no `gcloud` default-region setting applies. Ask the user which region the integration is deployed in. If they don't know, start with `us-central1` and, if `executions.list` is empty there, check the other [Application Integration locations](https://docs.cloud.google.com/application-integration/docs/locations.md.txt) before concluding nothing ran (Step 2).
- **Sibling skills:**
  - Use `application-integration-basics` for product concepts, enabling APIs, provisioning a region, initial IAM roles, and service limits.
  - Use `application-integration-authoring` for creating drafts, editing tasks and triggers, config variables, publishing, `:execute` and `:schedule` payloads, and CI/CD export/import.

## Safety and Confirmation Rules

- **Read-only checks run freely:** `executions.list`, `suspensions.list`, `connections.get`, `connectionSchemaMetadata` get calls, runtime v2 `actions.list` / `entityTypes.list`, `gcloud logging read`, and `v2` `executions:troubleshoot`.
- **State-changing actions require explicit user confirmation.** Before canceling or replaying an execution, lifting or resolving a suspension, refreshing connector schema metadata, repairing connector eventing, publishing or unpublishing a version, or changing IAM bindings, show the exact command and wait for user approval.
- **Host changes require approval.** Before installing packages (`pip install`) or changing global gcloud or credential state (`gcloud config set ...` such as `auth/impersonate_service_account`, `gcloud auth application-default login` / `set-quota-project`), show the exact command and wait for the user's approval.
- **Never bundle destructive scripts** or delete integrations, versions, connections, or auth profiles during troubleshooting unless the user specifically asks.

## Prerequisites and Setup Check

Before querying APIs, confirm the environment has credentials, active APIs, and the right target region:

```bash
# Verify active identity and project
gcloud config get-value account
gcloud config get-value project

# Check that required APIs are enabled on PROJECT_ID
gcloud services list --enabled --project="PROJECT_ID" \
  --filter="config.name:(integrations.googleapis.com OR connectors.googleapis.com OR secretmanager.googleapis.com)"
```

- If an API is missing, ask the user before running `gcloud services enable integrations.googleapis.com connectors.googleapis.com secretmanager.googleapis.com --project="PROJECT_ID"`.
- Ensure an active billing account is attached to `PROJECT_ID` (required even when usage stays within the monthly free tier; see the [Application Integration pricing page](https://cloud.google.com/application-integration/pricing)).
- For Python discovery clients (install with `pip install "google-api-python-client>=2.100.0,<3" "google-auth>=2.20.0,<3"`) or ADK (`ApplicationIntegrationToolset`), authenticate with `gcloud auth application-default login` and `gcloud auth application-default set-quota-project PROJECT_ID` (changes host or credential state; get the user's approval first).

## Diagnostic Decision Flow

Follow these steps in order whenever a user reports that an integration failed, did nothing, or is stuck.

### Step 1: Confirm Whether an Execution Ran and Check Its True State

Do not rely on an HTTP 200 status from `:execute` as proof that every task succeeded (note: `integrations:test` also exists in the v1 REST API, but its required `TestIntegrationsRequest.clientId` value is not publicly documented, so do not invent one; test by publishing to a non-production project and calling `:execute`). As a diagnostic rule, always check the response payload and execution record because:
- The required verification is the execution record from `executions.list?filter=execution_id="EXECUTION_ID"`—inspect `executionDetails.state`, each task's `taskExecutionState`, and `ErrorInfo` in `responseParameters` (do not rely on the legacy/deprecated `executionFailed` field, which is not a supported public signal).
- If the caller passed `"doNotPropagateError": true` on `:execute`, the API returns HTTP 200 with an `executionId` and places error details inside event parameters instead of returning an HTTP error.
- A duplicate `requestId` on `:execute` or `:schedule` returns the previous execution's response without running a new execution.
- Task failure policies (`IGNORE` and `NONE`) allow an integration to continue or finish as `SUCCEEDED` down an alternate branch even when an individual task failed.

List executions for the integration (use `-` as `INTEGRATION_NAME` to search across all integrations in the region; the discovery doc does not specify whether `orderBy=create_time` sorts ascending or descending, so add a `CreateTimestamp` filter or paginate with `pageToken` if needed):

```bash
curl -sS -H "Authorization: Bearer $(gcloud auth print-access-token)" \
  "https://integrations.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/integrations/INTEGRATION_NAME/executions?pageSize=10&orderBy=create_time&snapshotMetadataWithoutParams=true"
```

Once you have the `EXECUTION_ID`, fetch its full `ExecutionDetails` and per-task states (use `filter`, `snapshotMetadataWithoutParams=true`, and `readMask` on `executions.list`—never the deprecated `truncateParams` [UI-only] or `filterParams.*` [internal-only] parameters):

```bash
curl -sS -H "Authorization: Bearer $(gcloud auth print-access-token)" \
  "https://integrations.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/integrations/INTEGRATION_NAME/executions?filter=execution_id%3D%22EXECUTION_ID%22"
```

To filter `executions.list` by state, use the `state` field (`=` or `!=`) with unquoted `ExecutionDetails.state` values (for example, `filter=state=FAILED`, `filter=state!=SUCCEEDED`, `filter=state=CANCELLED`, or `filter=state=FAILED OR state=CANCELLED`, URL-encoded as `filter=state%3DFAILED` or `filter=state%3DFAILED%20OR%20state%3DCANCELLED`); use `state` (not `eventExecutionState`, as shown on the REST reference page, or `event_execution_state` in the API reference's filter description), and use the supported filter keys (`execution_id`, `state`, `update_time`, `workflow_name`, `trigger_id`, `CreateTimestamp`, `parameter_type`)—camelCase variants such as `executionId` are not supported even though some docs examples show them.

### Step 2: What If No Execution Record Exists?

If `executions.list` returns no matching run, check these five causes before assuming the trigger never fired:

| Cause | Symptom | What to verify |
|---|---|---|
| **Wrong region** | Empty list in `LOCATION` | Check `https://console.cloud.google.com/integrations` or list integrations in other regions. |
| **API trigger 403** | Caller got HTTP 403 `PERMISSION_DENIED` | API trigger auth denials fail before execution creation; nothing is written to execution logs. Check caller IAM and `roles/iam.serviceAccountUser` on the run-as service account. |
| **API trigger payload > 8 MB** | Caller got an error | Cumulative API trigger input variables exceed the 8 MB limit, so the integration does not start. |
| **Local logging disabled** | Integration ran, but logs are empty | Check `IntegrationVersion.databasePersistencePolicy` (`DATABASE_PERSISTENCE_DISABLED` = `Disable`; `DATABASE_PERSISTENCE_POLICY_UNSPECIFIED` = `Enable (sync)`, the API default; `DATABASE_PERSISTENCE_ASYNC` = `Enable (async)`, the console default). Also, if total integration data exceeds 10 MB (up to the 30 MB limit), local logging is disabled automatically. |
| **Version not `ACTIVE`** | Trigger never fires | Only an `ACTIVE` (published) version runs from triggers. After publishing, an older version can keep serving for up to 10 minutes due to eventual consistency. |

### Step 3: Branch by Execution State (`ExecutionDetails.state`)

See [Execution States](references/execution-states.md) for the full state reference, task-level states (`TaskExecutionDetails.taskExecutionState`), filter syntax, and cancel/replay rules.

| `ExecutionDetails.state` | Console status | Meaning and next step |
|---|---|---|
| `FAILED` | Failed | Check `ErrorInfo` (`message`, `code`) in `responseParameters`, inspect the failing task's `taskExecutionState` (`FAILED` or `FATAL`), and run Step 4 (`:troubleshoot` and Cloud Logging). |
| `SUCCEEDED` | Succeeded | If expected work did not happen, inspect `taskExecutionDetails` for tasks in `SKIPPED` (edge condition false) or `FAILED` (masked by `IGNORE` or `NONE` retry strategy). |
| `CANCELLED` | Canceled | User canceled the run, a new integration version was published while the run was suspended, a SYNC run hit the 2-minute timeout, or a replayed run hit the 10-minute deadline. |
| `SUSPENDED` | Suspended | Waiting on an Approval task (resolvable in the Cloud console UI or via `suspensions:resolve`) or a Suspend task (resumable via `suspensions:lift`). See [Suspensions](references/suspensions.md). |
| `RETRY_ON_HOLD` | Retry on hold | A task or integration failed with a temporary error and is waiting in the backoff retry queue. |
| `PROCESSING` | In process | Currently running. Check whether an ASYNC run is approaching the 10-minute timeout. |
| `PENDING` | On hold | Scheduled or temporarily paused and waiting to be triggered. |

### Step 4: Inspect Logs, AI Root Cause, and Subsystem Health

1. **Run AI Troubleshoot (v2 REST API)** on a failed execution to get a structured root-cause summary (requires `integrations.executions.get`):
   ```bash
   curl -sS -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     "https://integrations.googleapis.com/v2/projects/PROJECT_ID/locations/LOCATION/integrations/INTEGRATION_NAME/executions/EXECUTION_ID:troubleshoot"
   ```
2. **Query Cloud Logging** if Cloud Logging was enabled on the version. Note that Cloud Logging is **disabled by default** and writes nothing if local logging is disabled. See [Logging and Monitoring](references/logging-and-monitoring.md) for how to enable it, severity behavior, and exact queries.
   ```bash
   gcloud logging read \
     'resource.type="integrations.googleapis.com/IntegrationVersion" AND jsonPayload.executionId="EXECUTION_ID"' \
     --project="PROJECT_ID" --limit=20 --format=json
   ```
3. **If a Connectors task failed**, do not guess whether the connector or IAM is at fault. Inspect the connection resource (`connections.get`) and its schema metadata (`GET .../connections/CONNECTION_NAME/connectionSchemaMetadata` for `state` and `errorMessage`, and runtime v2 `GET .../v2/.../connections/CONNECTION_NAME/actions` and `.../entityTypes` for listing—v1 `connectionSchemaMetadata:listActions` and `:listEntityTypes` require a `filter` and reject unfiltered calls). See [Connectors Health](references/connectors-health.md) for connection states, schema metadata checks, and node throttling (HTTP 429).
   ```bash
   curl -sS -H "Authorization: Bearer $(gcloud auth print-access-token)" \

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Version
1.0.0
License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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application-integration-troubleshooting skill. Agent Mart. https://agentmart.dev/skills/google-application-integration-troubleshooting (last updated 2026-10-24)