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integrating-services

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UpdatedMarch 5, 2026 at 16:28

Integrate with external services including AWS, Kubernetes, CI/CD, Terraform, and webhooks. Use when triggering external actions, automating cross-system workflows, or syncing data with external services.

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bahaaldine

bahaaldine/moltler

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SKILL.md

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name	integrating-services
description	Integrate with external services including AWS, Kubernetes, CI/CD, Terraform, and webhooks. Use when triggering external actions, automating cross-system workflows, or syncing data with external services.

External Integrations

HTTP/Webhooks

Function	Example
`HTTP_GET(url, headers?)`	`HTTP_GET('https://api.example.com/data')`
`HTTP_POST(url, body, headers?)`	POST with JSON
`WEBHOOK(url, payload)`	Send webhook

SET response = HTTP_POST('https://api.example.com/v1/data',
    {'event': 'alert', 'data': {'severity': 'high'}},
    {'Authorization': 'Bearer ' || ENV('API_TOKEN')}
);

AWS

Function	Example
`AWS_LAMBDA_INVOKE(function, payload)`	Invoke Lambda
`AWS_SSM_RUN(instance, commands)`	Run SSM command
`AWS_SSM_STATUS(command_id)`	Command status
`AWS_ASG_DESCRIBE(asg_name)`	Describe ASG
`AWS_ASG_SET_CAPACITY(asg, min, max, desired)`	Scale ASG

-- Auto-scale based on CPU
ESQL FROM metrics-* | WHERE @timestamp > NOW() - 10 MINUTES | STATS avg_cpu = AVG(system.cpu.total.pct) INTO avg_cpu;

IF avg_cpu > 0.80 THEN
    AWS_ASG_SET_CAPACITY('web-servers', 2, 10, current + 2);
END IF;

Kubernetes

Function	Example
`K8S_GET(resource, name?, namespace?)`	`K8S_GET('pods', NULL, 'default')`
`K8S_PATCH(resource, name, patch, namespace?)`	Patch resource
`K8S_SCALE(resource, name, replicas, namespace?)`	Scale deployment

-- Scale based on latency
IF p99_latency > 5000000 THEN
    K8S_SCALE('deployments', 'api-server', current + 2, 'production');
END IF;

CI/CD

GitHub Actions

Function	Example
`GITHUB_WORKFLOW(owner, repo, workflow, ref, inputs?)`	Trigger
`GITHUB_WORKFLOW_STATUS(owner, repo, run_id)`	Status

Jenkins

Function	Example
`JENKINS_BUILD(job, params?)`	Trigger build
`JENKINS_STATUS(job, build_number)`	Build status

Terraform Cloud

Function	Example
`TF_CLOUD_RUN(org, workspace, message?)`	Start run
`TF_CLOUD_STATUS(run_id)`	Run status
`TF_CLOUD_WAIT(run_id, timeout?)`	Wait for completion
`TF_CLOUD_OUTPUTS(workspace)`	Get outputs

S3

Function	Example
`S3_GET(bucket, key)`	Get object
`S3_PUT(bucket, key, content, content_type?)`	Put object
`S3_LIST(bucket, prefix?)`	List objects

Pre-built Skills

Skill	Description
`RUN SKILL trigger_github_workflow(repo, workflow)`	CI/CD
`RUN SKILL scale_kubernetes(deployment, replicas)`	K8s scaling
`RUN SKILL invoke_lambda(function, payload)`	Lambda
`RUN SKILL trigger_terraform_run(workspace)`	Terraform

Best Practices

Use environment variables for credentials
Add timeouts to external calls
Handle failures gracefully
Log all external actions for audit

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name	integrating-services
description	Integrate with external services including AWS, Kubernetes, CI/CD, Terraform, and webhooks. Use when triggering external actions, automating cross-system workflows, or syncing data with external services.

External Integrations

HTTP/Webhooks

Function	Example
`HTTP_GET(url, headers?)`	`HTTP_GET('https://api.example.com/data')`
`HTTP_POST(url, body, headers?)`	POST with JSON
`WEBHOOK(url, payload)`	Send webhook

SET response = HTTP_POST('https://api.example.com/v1/data',
    {'event': 'alert', 'data': {'severity': 'high'}},
    {'Authorization': 'Bearer ' || ENV('API_TOKEN')}
);

AWS

Function	Example
`AWS_LAMBDA_INVOKE(function, payload)`	Invoke Lambda
`AWS_SSM_RUN(instance, commands)`	Run SSM command
`AWS_SSM_STATUS(command_id)`	Command status
`AWS_ASG_DESCRIBE(asg_name)`	Describe ASG
`AWS_ASG_SET_CAPACITY(asg, min, max, desired)`	Scale ASG

-- Auto-scale based on CPU
ESQL FROM metrics-* | WHERE @timestamp > NOW() - 10 MINUTES | STATS avg_cpu = AVG(system.cpu.total.pct) INTO avg_cpu;

IF avg_cpu > 0.80 THEN
    AWS_ASG_SET_CAPACITY('web-servers', 2, 10, current + 2);
END IF;

Kubernetes

Function	Example
`K8S_GET(resource, name?, namespace?)`	`K8S_GET('pods', NULL, 'default')`
`K8S_PATCH(resource, name, patch, namespace?)`	Patch resource
`K8S_SCALE(resource, name, replicas, namespace?)`	Scale deployment

-- Scale based on latency
IF p99_latency > 5000000 THEN
    K8S_SCALE('deployments', 'api-server', current + 2, 'production');
END IF;

CI/CD

GitHub Actions

Function	Example
`GITHUB_WORKFLOW(owner, repo, workflow, ref, inputs?)`	Trigger
`GITHUB_WORKFLOW_STATUS(owner, repo, run_id)`	Status

Jenkins

Function	Example
`JENKINS_BUILD(job, params?)`	Trigger build
`JENKINS_STATUS(job, build_number)`	Build status

Terraform Cloud

Function	Example
`TF_CLOUD_RUN(org, workspace, message?)`	Start run
`TF_CLOUD_STATUS(run_id)`	Run status
`TF_CLOUD_WAIT(run_id, timeout?)`	Wait for completion
`TF_CLOUD_OUTPUTS(workspace)`	Get outputs

S3

Function	Example
`S3_GET(bucket, key)`	Get object
`S3_PUT(bucket, key, content, content_type?)`	Put object
`S3_LIST(bucket, prefix?)`	List objects

Pre-built Skills

Skill	Description
`RUN SKILL trigger_github_workflow(repo, workflow)`	CI/CD
`RUN SKILL scale_kubernetes(deployment, replicas)`	K8s scaling
`RUN SKILL invoke_lambda(function, payload)`	Lambda
`RUN SKILL trigger_terraform_run(workspace)`	Terraform

Best Practices

Use environment variables for credentials
Add timeouts to external calls
Handle failures gracefully
Log all external actions for audit