MCPInstall

rds-db2

by aws OfficialDevOps & Cloud

Provisions, connects, migrates, and operates Amazon RDS for Db2. Applies when provisioning with IBM customer and site IDs (License Manager, BYOL, GovCloud), connecting over TLS, fixing SQL30082N after Secrets Manager rotation, migration from Db2 LUW (Linux, AIX, Windows, AS400) or z/OS mainframe (ADB2GEN, Q Replication), choosing code page/collation (EBCDIC, CCSID), S3 backup/restore, Multi-AZ and cross-region standby replicas, RDSADMIN procedures, customer-managed KMS BYOK, self-managed Active Directory Kerberos, Db2 audit to S3, minimum IAM, or colocation.

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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/aws/agent-toolkit-for-aws --skill rds-db2
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads rds-db2 automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

Security audits

Independent scans of the skill's instructions and bundled files.

Gen Agent Trust Hub PassSAFE ·This skill provides comprehensive management for Amazon RDS for Db2, authored by AWS. It follows standard administrative patterns for database client setup, connectivity, and migration. The identified patterns are consistent with the skill's operational purpose and include appropriate security measures such as restricted file permissions and support for AWS Secrets Manager.
Socket PassNo alerts
Snyk WarnMEDIUM ·Risk: MEDIUM · 2 issues

SKILL.md

The instructions your agent reads when the skill is triggered.

Amazon RDS for Db2

Overview

Amazon RDS for Db2 is a managed IBM Db2 LUW service. RDS for Db2 is managed — you cannot SSH to the host, install agents, or run unfenced external stored procedures in C/COBOL. Java stored procedures work via sqlj.install_jar. This skill covers the operator lifecycle: provisioning with IBM licensing, client install and TLS connectivity, migration from self-managed Db2 on Linux/AIX/Windows/z/OS/AS400, S3 backup and restore, Multi-AZ and cross-region standby replicas, and RDSADMIN stored procedures that replace SYSCTRL/SYSMAINT authority.

It also covers six additional security and operations areas: customer-managed KMS keys (BYOK), self-managed Active Directory with Kerberos authentication, Db2 audit to S3, code page and collation selection (EBCDIC, CCSID), minimum IAM permissions, and EC2/RDS colocation for Multi-AZ latency and failover.

The AWS MCP server is recommended but not required; all operations are expressed in AWS CLI syntax and run with or without it.

Routes to the matching sub-skill reference. Load only the matching reference.

Common Tasks

Verify Dependencies

Before executing an RDS for Db2 workflow, confirm required tools exist. Do not run installers or API calls yet.

  • AWS CLI v2 for every RDS API call
  • AWS credentials via managed mechanism (IAM role, instance profile, ada credentials update) — not pasted credentials
  • Client install: bash/curl access, run as root and as db2inst1
  • Airgap install: internet-connected machine + target with VPC endpoints for S3, SSM, Secrets Manager
  • Mainframe migration: z/OS access, IBM ADB2GEN license, Python 3
  • BYOK / customer-managed KMS: openssl (to wrap imported key material) and jq (to parse get-parameters-for-import output)
  • Self-managed Active Directory + Kerberos: realmd, sssd, adcli, krb5-workstation on the client, plus a valid Kerberos ticket (kinit produces a TGT — check with klist)
  • Kerberos JDBC test: a JDK and the Db2 JDBC driver db2jcc4.jar v4.33+ (earlier driver versions lack securityMechanism=11 Kerberos support)

Constraints:

  • The agent MUST check dependencies before running any install or AWS API command.
  • The agent MUST NOT prompt the user to paste credentials because credentials MUST flow through an IAM role or instance profile.
  • The agent MUST tell the user which dependencies are missing and MUST respect the user's decision to abort.
  • The agent MUST explain, for each step, what it does, why, and which tool will be invoked — before invoking it.

Classify and Route

Map the user's question to the correct sub-skill reference, then load only that file.

User saysSub-skillLoad
create / provision / parameter group / IBM customer ID / IBM site ID / License Manager / BYOL / GovCloudprovisioningprovisioning.md
connect / SQL30082N / SQL1531N / DSN / CLP / Python / Java / CloudShell / airgapconnectivityconnectivity.md
SSL / TLS / GSKit / certificate / truststore / bundle.pemconnectivity-tlsconnectivity-tls.md
Python driver / JDBC / laptop / multi-instance / db2_useconnection driversconnection-drivers.md
migrate / DMS / Q Replication / IIDR / AIX / Windows / AS400 / precheckmigrationmigration.md
z/OS / mainframe / ADB2GEN / schema conversionmainframe-migrationmainframe-migration.md
code page / collation / CCSID / EBCDIC / UTF-8 / CODEUNITS32 / territorycode page & collationcode-page-collation.md
snapshot / backup / restore / rollforward / PiTR / S3 integrationbackup-restorebackup-restore.md
Multi-AZ / standby replica / read replica / HADR / cross-region / failoverha-drha-dr.md
parameter group / RDSADMIN / scale / storage / CloudWatch / registry variableoperationsoperations.md
BYOK / customer-managed KMS / bring your own key / imported key material / multi-region keybyokbyok-kms.md
Active Directory / Kerberos / domain join / self-managed AD / kinit / SPN / realmad-kerberosad-kerberos.md
audit / DB2_AUDIT / audit policy / audit to S3 / option groupdb2-auditdb2-audit.md
minimum IAM / least privilege / IAM policy / trust policy / permissionsminimum-iamminimum-iam.md
colocation / co-locate / EC2 app latency / ASG / ALB / failover routingcolocationcolocation.md

Constraints:

  • The agent MUST read only the reference files that match the user's question, to keep the context focused.
  • The agent MUST NOT invent RDSADMIN procedure signatures, because wrong parameter order will fail at runtime — always cite the signature from the reference file.
  • The agent MUST cite the source blog URL when an answer is blog-sourced, so the user can verify specifics.
  • If a question crosses two sub-skills (e.g. "migrate z/OS with near-zero downtime", or "BYOK plus cross-region standby"), the agent SHOULD load each matching reference and combine them.

Execute Workflow

Once routed, give the user a concrete, runnable answer grounded in the reference file.

Parameter acquisition:

  • All required parameters (region, instance identifier, source/target ARNs, S3 bucket, prefix, the --master-username value) MUST be collected upfront in a single message.
  • Parameter formats MUST be specified: region us-east-1-style; instance identifier ^[a-zA-Z][a-zA-Z0-9-]{0,62}$; ARN arn:aws:rds:<region>:<account>:db:<name>; S3 bucket 3–63 chars lowercase.
  • The agent MUST accept parameters via direct input, a JSON/YAML file path, or a URL.

Tool use:

  • Use AWS CLI for RDS operations (example: aws rds create-db-instance-read-replica --db-instance-identifier <name> --source-db-instance-identifier <arn> --replica-mode mounted --region <dr-region>). Every operation is expressed in AWS CLI syntax so it runs whether or not the AWS MCP server is installed.
  • Use bundled scripts — db2-driver.sh, db2client-configure.sh, db2client-airgap.sh, functions.sh — instead of rewriting install steps.
  • Write migration plans, upgrade plans, validation reports to a local artifacts/<app-name>/ directory created at runtime in the working directory (this is a run-time output location, not part of the shipped skill).

Constraints:

  • The agent MUST give exact CLI commands when behavior is deterministic, not descriptions like "enable Multi-AZ".
  • The agent MUST obtain AWS credentials through an IAM role or instance profile and MUST NOT prompt the user to paste credentials.
  • The agent MUST cite the source blog or documentation URL whenever the answer is sourced from published material, so the user can verify it.
  • The agent MUST write long-form artifacts to a local artifacts/<app-name>/ directory (created at runtime in the working directory) so the workspace is inspectable.
  • When a requested action is unsupported on managed RDS for Db2, the agent MUST state the limitation plainly — no hedging like "limited support" or "with special config" — and offer a supported alternative (for example, unfenced C/COBOL stored procedures are not supported; rewrite them in Java via sqlj.install_jar, or in SQL PL).
  • The AWS MCP server is recommended but not required. When the MCP server is in use, prefer inline JSON strings over positional filesystem arguments with call_aws; this is guidance for the MCP path only, not a requirement. Never treat call_aws or run_script as the only way to perform an operation — the AWS CLI command always works on its own.

Resource tagging (always apply on resource creation)

When creating any RDS for Db2 resource (create-db-instance, create-db-parameter-group, create-db-cluster for Multi-AZ deployments, create-db-instance-read-replica for standby replicas), ALWAYS include these tags using the RDS list-of-records --tags syntax:

--tags Key=created_by,Value=rds-db2-skill Key=generation_model,Value={your-model-id}

Example: --tags Key=created_by,Value=rds-db2-skill Key=generation_model,Value=claude-sonnet-4-20250514

The same convention applies to every resource this skill creates, including BYOK-encrypted instances (create-db-instance --storage-encrypted --kms-key-id ...), audit option groups (create-option-group), and customer-managed KMS keys (kms create-key, tagged with --tags TagKey=created_by,TagValue=rds-db2-skill TagKey=generation_model,TagValue={your-model-id} per the KMS tag syntax).

Include these tags even if the user does not mention tagging, so that they can identify the resources created via this skill. If the user provides additional tags, append these to their tags rather than replacing them. The same applies when tagging via add-tags-to-resource on existing resources.

RDS-managed facts the agent must always surface

These RDS-for-Db2-specific facts are what differentiates this skill from general IBM Db2 knowledge. General-Db2 answers typically omit the RDS-managed constraints (no unfenced C/COBOL, Secrets Manager rotation side effects, rdsadmin.* procedures) and the AWS-native migration tooling nuances (DMS z/OS limits, ADB2GEN vs SCT).

For "create cross-region standby replica for DR", you MUST tell the user ALL of the following six facts:

  1. Use aws rds create-db-instance-read-replica with --replica-mode mounted and the cross-region source ARN — Db2 cross-region standby uses mounted replica mode, NOT transactional read-replica mode.
  2. Source prerequisite: automated backups enabled on the source instance (backup retention period > 0).
  3. Target-region prerequisite: custom parameter group created in the target region before the command runs.
  4. Target-region prerequisite: KMS key available in the target region (multi-region KMS key or a target-region customer-managed KMS key).
  5. State prerequisites: all databases in active state, no pending reboots, no license-model restrictions blocking cross-region replicas.
  6. Explain the mounted-vs-transactional distinction — mounted replicas do not accept reads or SQL from applications; they exist purely as a DR standby that can be promoted. Do not suggest read offload use cases.

For "restore Db2 backup from S3 (multi-part, N files)", you MUST tell the user ALL of the following six facts — never omit any of the procedure names:

  1. Attach IAM role with S3 access via aws rds add-role-to-db-instance using --feature-name S3_INTEGRATION.
  2. Set restore performance parameters via rdsadmin.set_configuration — tune USE_STREAMING_RESTORE, RESTORE_DATABASE_NUM_BUFFERS, and PARALLELISM before starting the restore.
  3. Call rdsadmin.restore_database with five parameters in this exact order: database name, restore mode (OFFLINE or ONLINE), S3 prefix, S3 bucket, and region. Multi-file (multi-part) backups are handled by the shared prefix — there is no separate multi-part flag parameter. (Signature: rdsadmin.restore_database(dbname, type, prefix, bucket, region).)
  4. For ONLINE restore mode, follow up with rdsadmin.rollforward_database to replay archive logs, then rdsadmin.complete_rollforward to finish. OFFLINE restores do NOT need rollforward.
  5. Monitor progress with rdsadmin.get_task_status — every rdsadmin procedure returns a task ID you poll.
  6. Warn about VPC endpoint for S3 if no internet egress from the private subnet, and warn about Db2 version compatibility between the source backup and the RDS instance engine version (forward-compatible, not backward).

For "C/COBOL unfenced external stored procedures — lift and shift to RDS for Db2?", you MUST tell the user ALL of the following four facts:

  1. Unfenced external stored procedures in C and COBOL are NOT supported on RDS for Db2. State this as an unqualified "not supported" — do not hedge with "limited support" or "with special config."
  2. All routines on RDS for Db2 MUST be fenced. This is a managed-service architectural constraint, not a flag.
  3. Java stored procedures are supported — install via sqlj.install_jar. C/COBOL SPs should be rewritten in Java or SQL PL (Db2's procedural SQL, equivalent to Oracle's PL/SQL).
  4. Offer to help identify which SPs are unfenced and prioritize the rewrite by call frequency (hot code path first).

For "migrate Db2 for z/OS to RDS for Db2 with near-zero downtime", you MUST tell the user ALL of the following five facts:

  1. For near-zero-downtime from z/OS, use Q Replication (IBM IIDR), Qlik Replicate, or Precisely — these are the CDC tools that support Db2 for z/OS as a source streaming to RDS for Db2.
  2. AWS DMS supports FULL LOAD ONLY from Db2 for z/OS. DMS does NOT support CDC from z/OS sources. Use DMS for a one-time bulk load, not for near-zero-downtime cutover.
  3. Use ADB2GEN for schema conversion from z/OS. AWS SCT does NOT support Db2 for z/OS as a source — this is a common trap. Do not recommend SCT for z/OS sources.
  4. Code-page conversion (EBCDIC → UTF-8) is the primary migration risk. Plan explicit collation and code page mapping before cutover — silent data corruption is the failure mode.
  5. Plan explicit collation selection on the target RDS instance to match the semantic ordering of the z/OS source.

For "SQL30082N — USERNAME AND/OR PASSWORD INVALID" with RDS-managed master user (user didn't change it), you MUST tell the user ALL of the following four facts:

  1. SQL30082N after a previously-working connection almost always means the master password rotated in Secrets Manager. RDS for Db2 rotates the master password on the Secrets Manager schedule — clients using a cached password will start failing with SQL30082N even though nothing on their side changed.
  2. Fix: run db2_use <instance-id> (from functions.sh / the bundled helpers). This fetches the current password from Secrets Manager and rewrites ~/.db2env with the new value.
  3. Alternative: db2_test_connection to verify the helper's fix worked end-to-end.
  4. If db2_use isn't installed, the user needs to pull the current password with aws secretsmanager get-secret-value and update their local credential cache manually. Do not tell them to rotate the password — the password rotation is what caused the problem.

For "BYOK / customer-managed KMS key for RDS for Db2", you MUST tell the user ALL of the following six facts:

  1. Use a multi-region KMS key with --origin EXTERNAL when importing your own key material, so the same key ID and material can replicate to a DR region.
  2. The creating principal needs kms:CreateGrant and kms:DescribeKey on the key, or instance creation fails.
  3. Encryption is set at instance creation with --storage-encrypted --kms-key-id <alias|arn>. You cannot encrypt an existing unencrypted instance in place — go snapshot → copy-db-snapshot --kms-key-id → restore-db-instance-from-db-snapshot.
  4. For cross-region DR, replicate the multi-region key (kms:ReplicateKey) into the DR region first, then copy-db-snapshot across regions with the replica key.
  5. Import tokens expire after 24 hours — if import-key-material fails on expiry, re-run get-parameters-for-import to get a fresh token and wrapping key.
  6. Cite blog DBBLOG-5188 and byok-kms.md; do not invent KMS parameter names.

For "self-managed Active Directory with Kerberos on RDS for Db2", you MUST tell the user ALL of the following six facts:

  1. RDS joins your AD via --domain-fqdn, --domain-ou, --domain-auth-secret-arn, and --domain-dns-ips — the self-managed AD path, with no AWS Managed Microsoft AD required.
  2. The Secrets Manager secret uses keys SELF_MANAGED_ACTIVE_DIRECTORY_USERNAME (the sAMAccountName only — no DOMAIN\ prefix, which fails creation) and SELF_MANAGED_ACTIVE_DIRECTORY_PASSWORD, encrypted by a dedicated KMS key, with a resource policy trusting rds.amazonaws.com guarded by aws:SourceArn and aws:SourceAccount (confused-deputy protection).
  3. Delegate the nine AD permissions to a dedicated service account scoped to one OU; grant servicePrincipalName read/write on User objects using ADSI Edit, not the ADUC delegation wizard (which filters that attribute out) — this is the most common failure.
  4. Open AD ports between RDS and the domain controllers: DNS 53, Kerberos 88 and 464, LDAP 389 and 3268, and the RPC range 49152–65535. Missing the RPC range is the top cause of intermittent join failures. Keep clock skew under 5 minutes.
  5. The RDS master user is a local account that cannot get a Kerberos ticket. AD users need kinit plus a GRANT CONNECT. Kerberos JDBC uses securityMechanism=11 and a region-specific PEM via sslCertLocation (never global-bundle.pem).
  6. Cite the self-managed AD blog and ad-kerberos.md; verify with describe-db-instances ... DomainMemberships showing Status: joined.

Troubleshooting

ErrorCauseFix
SQL30082NPassword rotated in Secrets ManagerRun db2_use <instance-id> — the helper re-fetches the current password and rewrites ~/.db2env.
SQL1531NDSN not yet in cachedb2 terminate to clear, then retry; if still failing, re-run db2client-configure.sh.
SQL01013N / TCP timeoutSecurity group blocks 50000/50443Check SG inbound rules — add client's SG on TCP 50000 (plain) or 50443 (SSL).
GSKit / SSL certificate errorRDS cert bundle missing or RSA cert not firstRe-download <region>-bundle.pem from RDS truststore and re-run db2client-configure.sh.
Access denied on RDSADMIN callIAM role missing S3_INTEGRATION featureaws rds add-role-to-db-instance --feature-name S3_INTEGRATION --role-arn <role-arn> --db-instance-identifier <id>.
Restore fails with "database in rollforward pending"ONLINE restore left DB in rollforward stateCall rdsadmin.rollforward_database for each archive log, then rdsadmin.complete_rollforward.
Standby replica creation failsMissing prereqsVerify: automated backups enabled, custom parameter group in DR region, KMS multi-region key, no pending rdsadmin tasks, all databases in active state.
AD domain join Status not joinedRPC port range blocked, wrong secret format, or SPN attribute missingOpen RPC 49152–65535 between RDS and the DCs, confirm the secret username is the sAMAccountName with no DOMAIN\ prefix, and grant servicePrincipalName on User objects via ADSI Edit — see ad-kerberos.md.
import-key-material fails — token expiredImport token older than 24 hoursRe-run get-parameters-for-import for a fresh token and wrapping key, re-wrap the material with openssl, then retry the import — see byok-kms.md.
Throttling from RDS APIExceeded API request rateExponential backoff with jitter; batch operations; check Service Quotas.

Security Considerations

Surface these controls when advising on any production RDS for Db2 deployment. They consolidate the security guidance that the sub-skill references cover in depth.

  • Encryption at rest and in transit — Always create instances with --storage-encrypted; for key ownership and compliance use a customer-managed KMS key (BYOK), and for DR use a multi-region key. Enforce TLS on every connection (port 50443, <region>-bundle.pem); never connect in plaintext for production. See byok-kms.md and connectivity-tls.md. (Guideline 1)
  • Least-privilege IAM — Use the scoped policy and trust policy in minimum-iam.md; never attach a *FullAccess managed policy. Scope iam:PassRole and ARN-pattern every mutating statement that supports resource-level permissions. (Guideline 5)
  • Network isolation — Keep instances in private subnets, restrict security groups to the application/source SG (never 0.0.0.0/0), and use VPC endpoints for S3/SSM/Secrets Manager so traffic stays off the public internet. See colocation.md. (Guideline 5)
  • Audit logging and monitoring — Enable Db2 audit to S3 (db2-audit.md), RDS Enhanced Monitoring, and CloudTrail for RDS/KMS/Secrets Manager API calls. Alarm on failed logins and configuration changes. (Guideline 12)
  • Secret rotation — Provision with --manage-master-user-password so RDS stores and rotates the master password in Secrets Manager; never embed plaintext passwords. After rotation, refresh clients with db2_use <instance-id>. (Guideline 13)
  • Backup encryption and retention — Set a backup retention period, encrypt automated and manual snapshots with your KMS key, and apply S3 bucket encryption plus lifecycle/retention to any Db2 audit or backup buckets. (Guideline 13)

Additional Resources

In-scope documentation and blogs

Related topics (cited resources, not yet routed sub-skills)

These adjacent topics are not expanded into routed references in this iteration. Each is discoverable through the cited resource below.

Blog catalog

The authoritative list of published RDS for Db2 blogs and sample tools is maintained at https://github.com/aws-samples/sample-rds-db2-tools/tree/main — consult it for the current set of blog articles and companion code.

  • Related skill (migrating off Db2 LUW to PostgreSQL): rds-postgres-migration (if present in corpus).

Handoff from aws-database-selection

This skill can be invoked directly, or it can be entered from the aws-database-selection parent skill after that skill has run a requirements interview and produced a requirements.json artifact. When you see a backtick-wrapped path matching aws_dbs_requirements/*/requirements.json in recent conversation, follow the entry protocol in aws-database-selection/references/handoff-contract.md:

  1. Read the artifact using file_read.
  2. Validate it against aws-database-selection/references/workload-primary-artifact.schema.json. If malformed or unreadable, tell the user and proceed without it.
  3. Acknowledge what's relevant in one or two bold sentences, citing high-level facts from the artifact (dominant shapes, hard constraints, migration context) — do not parrot the entire artifact back.
  4. Scope-check: this skill is scoped to Amazon RDS for Db2 — migrations from Db2 z/OS or LUW, HADR, standby replicas, SQL PL routines, Q Replication cutovers. If the artifact's workload_primaries.dominant_shapes or migration_context don't match that scope, emit weak backpressure per the handoff contract: suggest amazon-aurora for refactor-to-PostgreSQL from Db2, or go back to aws-database-selection if Db2 isn't the source, then ask the user whether to go back or proceed anyway. Do not silently misuse the artifact.
  5. Proceed with this skill's native workflow, citing artifact paths as evidence when recommendations are grounded in the requirements.

The curated RDS-for-Db2 selection facts that the parent aws-database-selection skill consumes live at assets/selection-knowledge-input.json (with a human-readable companion at assets/selection-knowledge-input.md). These capture the in-scope source-migration scenarios, hard constraints, HA/DR options, and security areas in a structured, reusable form — read them when you need the curated selection view rather than re-deriving it.

All user-facing output from this skill follows the markdown-primitives-only formatting convention in the handoff contract: bold labels, backticks for paths and enum values, bullet lists for alternatives, no ASCII art or box-drawing characters.

FAQ

What does the rds-db2 skill do?

Provisions, connects, migrates, and operates Amazon RDS for Db2. Applies when provisioning with IBM customer and site IDs (License Manager, BYOL, GovCloud), connecting over TLS, fixing SQL30082N after Secrets Manager rotation, migration from Db2 LUW (Linux, AIX, Windows, AS400) or z/OS mainframe (ADB2GEN, Q Replication), choosing code page/collation (EBCDIC, CCSID), S3 backup/restore, Multi-AZ and cross-region standby replicas, RDSADMIN procedures, customer-managed KMS BYOK, self-managed Active Directory Kerberos, Db2 audit to S3, minimum IAM, or colocation.

How do I install rds-db2?

Run npx skills add https://github.com/aws/agent-toolkit-for-aws --skill rds-db2 in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/rds-db2/ (personal) or .claude/skills/rds-db2/ (project).

Which AI agents can use rds-db2?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is rds-db2 safe to install?

Security partners have reviewed it: Gen Agent Trust Hub passed; Socket passed; Snyk flagged items to review. As with any skill, read the SKILL.md and bundled scripts before installing.

Who maintains rds-db2?

It is published by aws in aws/agent-toolkit-for-aws, and it is an official skill from the maker of the technology it covers. It has 4,816 recorded installs.

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Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look up service pricing, query CUR with Athena, detect cost anomalies, scope costs to billing views, and monitor Free Tier usage. Triggers on: AWS bill, cost analysis, reduce spend, savings plan, reserved instance, right-size, budget alert, cost optimization, pricing, free tier, cost anomaly, CUR, cost audit, billing view, billing view ARN.

OfficialDevOps & Cloud9K installs

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microsoft-foundry

microsoft/azure-skills

Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. USE FOR: foundry, azd ai agent, azd provision/deploy, hosted agent scaffold/develop/run/deploy/troubleshoot, prompt agent create, managed harness agent create, GitHub Copilot harness agent, create agent, update agent, add tool to agent, invoke agent, agent insights, evaluate agent, batch eval, continuous eval, continuous monitoring, agent CI/CD, optimize prompt, improve prompt, optimize agent instructions, Agent Optimizer scaffold, dataset curation from traces, deploy model, model fine-tuning (SFT/DPO/RFT), Foundry project, RBAC, role assignment, permissions, quota, capacity, region, deployment failure, AI Services, create Foundry resource, knowledge index, customize deployment, onboard, availability, training-data, grader, distillation, large file upload. DO NOT USE FOR: Azure Functions, App Service, general Azure deploy (use azure-deploy), general Azure prep (use azure

OfficialDevOps & Cloud579.1K installs

azure-diagnostics

microsoft/azure-skills

Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service, app service high CPU, app service deployment failure, troubleshoot container apps, container app 503 or target port mismatch, troubleshoot functions, function telemetry missing or stopped after a config/connection-string change, troubleshoot AKS, VM RDP, Linux SSH, VM black screen, can't connect to VM, reset VM password, NSG or firewall blocking, kubectl cannot connect, kube-system/CoreDNS failures, pod pending, crashloop, node not ready, upgrade failures, analyze logs, KQL, insights, image pull failures, cold start issues, health probe failures, resource health, root cause of errors, troubleshoot event hubs, troubleshoot service bus, messaging SDK error, AMQP connection failure, message lock lost, lock renewal during long-running processing, service bus dead letter.

OfficialDevOps & Cloud569.8K installs

azure-prepare

microsoft/azure-skills

Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI (azd) workflow. USE ONLY when the user explicitly wants to use azd as the deployment tool, or the project already has an azure.yaml file. DO NOT USE FOR: non-azd deployments, Python App Service code-only deploys (use python-appservice-deploy), or cross-cloud migration (use azure-cloud-migrate). WHEN: prepare app for azd, create azure.yaml, set up azd infrastructure, modernize app for Azure with azd, deploy with azd, function app, timer trigger, service bus trigger, event-driven function, managed identity, generate Bicep, generate Terraform, create and deploy to Azure.

OfficialDevOps & Cloud569K installs

azure-ai

microsoft/azure-skills

Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.

OfficialDevOps & Cloud568.8K installs

azure-deploy

microsoft/azure-skills

Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files. DO NOT use this skill when the user asks to CREATE a new application — use azure-prepare instead. This skill runs azd up, azd deploy, terraform apply, and az deployment commands with built-in error recovery. Requires .azure/deployment-plan.md from azure-prepare and validated status from azure-validate. WHEN: "run azd up", "run azd deploy", "execute deployment", "push to production", "push to cloud", "go live", "ship it", "bicep deploy", "terraform apply", "publish to Azure", "launch on Azure". DO NOT USE WHEN: "create and deploy", "build and deploy", "create a new app", "set up infrastructure", "create and deploy to Azure using Terraform" — use azure-prepare for these.

OfficialDevOps & Cloud568.6K installs

azure-validate

microsoft/azure-skills

Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before deploying. WHEN: validate my app, check deployment readiness, run preflight checks, verify configuration, check if ready to deploy, validate azure.yaml, validate Bicep, test before deploying, troubleshoot deployment errors, validate Azure Functions, validate function app, validate serverless deployment, verify RBAC roles, check role assignments, review managed identity permissions, what-if analysis, validate Container Apps deployment.

OfficialDevOps & Cloud568K installs