AWS Media Services
AWSOfficialPublished by AWS
- Skill
- Tool integration
- Cloud and DevOps
- Apache-2.0
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AutoGineer summary
Written by AutoGineer from the skill’s own files, not by the author
This skill provides a structured framework for managing end-to-end video streaming pipelines using AWS Media Services. It acts as an orchestrator that enforces mandatory rule-loading sequences to ensure configurations adhere to service constraints, security best practices, and performance requirements. It covers the full lifecycle of live, linear, and VOD workflows, including ingest, encoding, packaging, ad insertion, and CDN delivery.
What it does
- Provides a mandatory dependency-based workflow for building and modifying streaming pipelines.
- Enforces the loading of specific service rules to prevent configuration errors.
- Offers a comprehensive troubleshooting guide for cross-service signal chain issues.
- Includes a discovery checklist to gather requirements before resource deployment.
- Defines strict startup and shutdown sequences for live streaming events.
- Provides best practices for cost optimization and resilience in media architectures.
When to use it
- When building or modifying live, linear, or VOD video streaming workflows.
- When troubleshooting errors, latency, or sync issues across AWS media services.
- When auditing existing configurations for compliance or performance optimization.
- When planning a new media project and needing to understand service dependencies.
- When configuring complex features like SCTE-35 ad insertion, DRM, or epoch locking.
Advantages
- Prevents common configuration errors by enforcing dependency-aware resource creation.
- Ensures compliance with service-specific constraints and security policies.
- Reduces troubleshooting time by providing structured, service-specific diagnostic paths.
- Promotes architectural best practices for resilience and cost efficiency.
- Standardizes the approach to complex media tasks like ad insertion and CDN integration.
Usage examples
- “I need to set up a live event workflow using MediaConnect, MediaLive, and MediaPackage. What is the correct order?”
- The agent will load the core rules, the live event workflow file, and the relevant service rules, then guide you through the dependency-ordered creation process starting with VPC/IAM, followed by MediaPackage, MediaConnect, and finally MediaLive.
- “My MediaLive channel is failing to start and showing pipeline errors. How do I fix it?”
- The agent will load the core rules and the MediaLive troubleshooting file, then prompt you to check specific pipeline failover settings and encoder configurations based on the loaded rules.
Install
Download the skill as a ZIP:
https://autogineer.com/agent-skills/aws/aws-media-services/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip aws-media-services.zip -d .agents/skills
Documentation by AWS
AWS Media Services
Use this skill when the user is doing ANY of the following with AWS media services:
Building or modifying a video workflow (ingest, encoding, packaging, ad insertion, CDN delivery)
Reviewing, evaluating, or auditing an existing or proposed configuration for best practices, compliance, or correctness
Troubleshooting errors, alerts, or unexpected behavior
Asking questions about service constraints, compatibility rules, encoder settings, IAM policies, security groups, DRM, SCTE-35, caching, scaling, or any other AWS media topic
Planning a new workflow and needs to understand requirements, dependencies, or the discovery checklist
Optimizing cost, resilience, or performance of an existing workflow
If the user mentions ANY AWS media service by name (MediaConnect, MediaLive, MediaConvert, MediaPackage, MediaTailor) or related concepts (HLS, DASH, CMAF, ABR ladder, SCTE-35, epoch locking, origin shield, CDI, SRT, RTMP, transcode, live streaming, VOD pipeline, ad insertion, SSAI), load this skill.
This file is the orchestrator. It tells you which reference files to load based on the user's task. Do not load all files at once. Load on demand per the routing table below.
MANDATORY FIRST STEP — Read Before Doing Anything Else
STOP. Before you make ANY API call, pull ANY resource configuration, write ANY code, or produce ANY recommendation, you MUST load the required rule files into context. No exceptions. This applies to every task type: building, modifying, evaluating, troubleshooting, or answering questions.
The rule content is split across:
references/service-rules-core.md— cross-service compatibility constraints, common agent mistakes, and security considerations. ALWAYS loaded.references/service-rules-encoding.md— shared encoder settings (QVBR, GOP, profiles, quality tuning, deinterlacing). Loaded for any encoding task.references/service-rules-mediaconnect.mdreferences/service-rules-medialive.mdreferences/service-rules-mediaconvert.mdreferences/service-rules-mediapackage.mdreferences/service-rules-mediatailor.mdreferences/service-rules-cloudfront.md
Per-service rule files are loaded conditionally based on which services the query involves. Without the relevant rules loaded, you will produce recommendations based on general knowledge that may contradict the documented rules, flag correct configurations as problems, or miss critical constraints entirely.
Sequence (every time):
Read
references/service-rules-core.md— confirm it is in context before proceeding. ALWAYS required.Determine the task type and consult the Task Routing tables below to identify both the workflow/troubleshooting file AND the per-service rules to co-load.
For ad-hoc questions that don't match a workflow or troubleshooting category: if the user names specific service(s), load those service rule files. If the question is symptom-based or you cannot determine which services are involved, load ALL per-service rule files.
Only then begin resource discovery, API calls, or implementation.
If you find yourself about to call aws medialive describe-channel or similar
and you have NOT yet read the core rules file plus the relevant per-service
rules, stop and go back to step 1.
Task Routing
Building or modifying a workflow
Determine the workflow type. Load the matching workflow file AND the per-service rules listed in the right column (the core rules file is already loaded from the mandatory first step above).
| Workflow type | Workflow file | Service rules to co-load |
|---|---|---|
| Live event (ingest → encode → package → deliver) | references/workflow-live-event.md | mediaconnect + medialive + encoding + mediapackage + cloudfront (+ mediatailor if ads) |
| Linear channel (24/7 with schedule, ad insertion) | references/workflow-linear-channel.md | medialive + encoding + mediapackage + mediatailor + cloudfront |
| VOD pipeline (file-based transcode → package → deliver) | references/workflow-vod-pipeline.md | mediaconvert + encoding + mediapackage + cloudfront |
| Live-to-VOD (live + archive/harvest → VOD transcode) | references/workflow-live-event.md + references/workflow-vod-pipeline.md | union of live event + VOD pipeline |
| Ad insertion (SSAI/CSAI, MediaTailor scaling) | references/workflow-ad-insertion.md | medialive + encoding + mediapackage + mediatailor + cloudfront |
| Contribution transport (MediaConnect, SRT, DX, encoders) | references/workflow-contribution-distribution.md | mediaconnect + medialive + encoding |
| Router-based switching (master control, dynamic routing, playout) | references/workflow-contribution-distribution.md | mediaconnect + medialive + encoding |
| Resilience (dual-AZ, dual-region, epoch locking, multi-CDN, ops readiness) | references/workflow-resilience-patterns.md | ALL (cross-cutting) |
| Cost optimization (reserved vs on-demand, channel classes, right-sizing) | references/workflow-cost-optimization.md | ALL (cross-cutting) |
| Subtitles and accessibility (captions, multi-language, auto-captioning) | references/workflow-subtitles-accessibility.md | medialive + mediaconvert + encoding |
Troubleshooting
Load the relevant troubleshooting file(s) for the problem area AND the per-service rules listed in the right column. The core rules file is already loaded from the mandatory first step above. Load only the files needed.
| Problem area | Troubleshooting file | Service rules to co-load |
|---|---|---|
| MediaConnect flow issues, source connectivity, VPC interfaces, MediaConnect Router | references/troubleshooting-mediaconnect.md | mediaconnect |
| MediaLive channel errors, alerts, encoding, pipeline failover | references/troubleshooting-medialive.md | medialive + encoding |
| MediaPackage ingest failures, manifest issues, access denied, v1→v2 migration | references/troubleshooting-mediapackage.md | mediapackage |
| MediaConvert job failures, codec errors, output issues, automation | references/troubleshooting-mediaconvert.md | mediaconvert + encoding |
| MediaTailor ad insertion, ADS issues, SSAI scaling, session management | references/troubleshooting-mediatailor.md | mediatailor + medialive + mediapackage + cloudfront |
| CloudFront origin errors, cache behavior, multi-CDN, Embedded POPs (ePOP) | references/troubleshooting-cloudfront.md | cloudfront + mediapackage |
| Cross-service signal chain (no video, latency, sync, AZ alignment, IAM, failover) | references/troubleshooting-pipeline.md | ALL |
Quick reference
For a quick answer about a specific service's constraints, valid parameter values, or compatibility rules:
references/service-rules-core.mdis already loaded (mandatory first step).If the user names specific service(s) in the query, load those per-service rule files (e.g.
references/service-rules-medialive.md).If the question crosses service boundaries (e.g., MediaPackage→MediaTailor compatibility), the cross-service rules are already in
service-rules-core.md.If you can't determine which services are involved, load ALL per-service rule files.
This includes the following topics:
MediaTailor scaling patterns (multi-region, CDN origin shield, prefetch)
MediaConnect Router (paired resilient zonal endpoints) and downstream NDI converter caveats
Epoch locking and cross-region failover
Contribution transport (SRT tuning, Direct Connect sizing, RTP+FEC)
Multi-CDN architecture patterns
CloudFront advanced patterns (Embedded POPs / ePOP, CF Functions, segment sharding)
Operational readiness for live events (capacity planning, KPI baselines)
DRM production patterns and MediaPackage v1→v2 migration
Audio, HDR, and codec configuration details
Workflow Discovery Checklist
Before creating ANY resources for a new workflow, gather requirements from the user in a fixed order (mode → cost/scale → approach → source → network → encoding → ad insertion → packaging → IAM → VOD-specific). Do not proceed until all required items are answered; later questions depend on earlier answers.
Load references/workflow-discovery-checklist.md for the full ordered question
set whenever building or modifying a workflow.
Plan Validation (before presenting to user)
Before presenting a proposed configuration to the user, cross-check against the loaded service rules:
Codec/container compatibility (e.g., HEVC requires fMP4, not TS)
GOP/segment duration alignment across all ABR rungs
Dependency ordering (downstream before upstream)
IAM trust policy includes all required service principals + sts:TagSession
IAM permissions scoped to specific resource ARNs (no Resource: "*")
Security posture (CIDR scoped, OAC configured, no Principal: *)
All prerequisite resources included (IAM roles, VPC, MediaPackage channel MUST be in the plan before resources that depend on them)
Do NOT make API calls during this step. This is a rules-based review of the proposed plan against constraints already in context.
Agents MUST NOT skip dependency steps to save time. All prerequisites (IAM, VPC, MediaPackage channel, etc.) MUST be created before resources that reference them. Skipping steps and fixing errors reactively leads to circular troubleshooting loops. Execute the plan in dependency order.
Resource Creation Order
Respect dependency order — a resource must exist before anything that references it (live chain, VOD chain, live-to-VOD addition, and the common flow patterns table).
Load references/resource-creation-order.md for the full dependency chains and
flow-pattern table when creating resources.
Startup and Shutdown (Live Only)
Start upstream first and poll each resource to its ready state before proceeding
(STARTING ≠ running); shut down in reverse (STOPPING ≠ stopped). Poll on a
tight ~5s cadence.
Load references/startup-shutdown.md for the ordered start/stop tables and the
polling pattern (including MediaConnect Router lifecycle) when operating a live
workflow.
Tooling
When available, the AWS MCP Server is recommended for sandboxed execution and audit logging:
AWS MCP Server (
aws-mcp-server): AWS API access, Agent SOPs for guided multi-step workflows, and documentation search viasearch_documentationandread_documentation.AWS IaC MCP Server (
aws-iac-mcp-server): CloudFormation template validation, CDK documentation search, CDK code samples, and IaC best practices.
Large response warning: MediaLive describe-channel and MediaPackage list-*
calls return very large JSON. Always use --query (JMESPath) to extract only the
fields you need.
# Good — extract only what you need
aws medialive describe-channel --channel-id 12345 --query "{State:State,Name:Name,Id:Id}"
aws medialive list-channels --query "Channels[].{Name:Name,Id:Id,State:State}"
aws mediapackagev2 list-origin-endpoints --channel-group-name X --channel-name Y \
--query "Items[].{Name:OriginEndpointName,Url:HlsManifests[0].Url}"Files
- ATTRIBUTION.mdAdded by AutoGineer930 B
- LICENSELicence file added by AutoGineer9.9 KiB
- NOTICELicence file added by AutoGineer67 B
- SKILL.md11.6 KiB
- references/resource-creation-order.md2.3 KiB
- references/service-rules-cloudfront.md9.6 KiB
- references/service-rules-core.md16.6 KiB
- references/service-rules-encoding.md6.3 KiB
- references/service-rules-mediaconnect.md11.3 KiB
- references/service-rules-mediaconvert.md1.3 KiB
- references/service-rules-medialive.md9.4 KiB
- references/service-rules-mediapackage.md6.6 KiB
- references/service-rules-mediatailor.md20.6 KiB
- references/startup-shutdown.md2.2 KiB
- references/troubleshooting-cloudfront.md4.9 KiB
- references/troubleshooting-mediaconnect.md4.7 KiB
- references/troubleshooting-mediaconvert.md4.3 KiB
- references/troubleshooting-medialive.md5.7 KiB
- references/troubleshooting-mediapackage.md5.7 KiB
- references/troubleshooting-mediatailor.md22.2 KiB
- references/troubleshooting-pipeline.md6.2 KiB
- references/workflow-ad-insertion.md7.9 KiB
- references/workflow-contribution-distribution.md12.7 KiB
- references/workflow-cost-optimization.md13.8 KiB
- references/workflow-discovery-checklist.md4.4 KiB
- references/workflow-linear-channel.md4.7 KiB
- references/workflow-live-event.md20.1 KiB
- references/workflow-resilience-patterns.md5.6 KiB
- references/workflow-subtitles-accessibility.md3.4 KiB
- references/workflow-vod-pipeline.md5.4 KiB
references/workflow-vod-pipeline.md
VOD Pipeline Workflow
File-based VOD workflows: transcode → package → deliver.
Architecture Selection
IF simple VOD delivery (pre-rendered formats):
→ Basic: S3 → MediaConvert → S3 → CloudFront → Viewers
IF need multiple manifest formats (HLS+DASH) from single encode, or multi-DRM:
→ JIT packaging: S3 → MediaConvert → S3 → MediaPackage v2 VOD → CloudFront
IF content uploaded continuously (UGC, content library):
→ Automated: S3 event → Lambda → MediaConvert → S3 → CloudFrontResource Creation Sequence
DEPENDENCY GRAPH:
Step 1 [CloudFront] ← create first so content is immediately servable
Step 2 [S3 Buckets] (source + destination)
Step 3 [IAM Role] (trusts mediaconvert.amazonaws.com)
Step 4 [Job Template] (optional but recommended)
Step 5 [MediaConvert Job or Lambda automation]Step 1: CloudFront Distribution
| Preconditions | S3 destination bucket (or create together) |
| Outputs | distribution_domain_name |
| Needed by | Viewers (immediate delivery once jobs complete) |
Decision: Origin type
IF basic VOD (no JIT packaging):
→ Origin = S3 destination bucket with OAC
IF using MediaPackage v2 VOD:
→ Origin = MediaPackage v2 endpoint URLCache behavior: Segments cached indefinitely (immutable). Manifests cached minutes to hours. Set ViewerProtocolPolicy: redirect-to-https on all cache behaviors. For custom domains, attach an ACM certificate (provisioned in us-east-1) with minimum protocol version TLSv1.2_2021.
Step 2: S3 Buckets
| Outputs | source_bucket, destination_bucket |
| Needed by | Step 3 (IAM permissions), Step 5 (job source/destination) |
May be same bucket with different prefixes, or separate buckets. Enable versioning on source if overwriting is possible. Enable SSE-KMS encryption at rest on both buckets (SSE-S3 minimum if KMS is not available); SSE-KMS is RECOMMENDED for media content as it provides an audit trail via CloudTrail. Enable S3 Block Public Access on both buckets.
Step 3: IAM Role
| Preconditions | S3 buckets exist |
| Outputs | mediaconvert_role_arn |
Trust:
mediaconvert.amazonaws.comPermissions:
s3:GetObject(source),s3:PutObject(destination)If DRM/SPEKE: add key provider access
Step 4: Job Template
| Preconditions | None (defines encoding settings) |
| Outputs | job_template_name |
| Skip if | One-off jobs with inline settings |
Decision: Output group type
IF delivering HLS only:
→ HLS_GROUP_SETTINGS
IF delivering DASH only:
→ DASH_ISO_GROUP_SETTINGS
IF delivering both HLS and DASH from single encode:
→ CMAF_GROUP_SETTINGS (produces both manifests)
IF producing downloadable files:
→ FILE_GROUP_SETTINGS (MP4, MXF, MOV)Step 5: Submit Job
| Preconditions | IAM role (Step 3), source file in S3, endpoint URL discovered |
| Outputs | job_id, output files in S3 |
Actions:
Use the direct regional MediaConvert endpoint:
https://mediaconvert.<region>.amazonaws.comSubmit job with source path, destination path, IAM role, template/settings
For long-form or time-sensitive content, set
AccelerationSettings.Mode: PREFERREDto enable accelerated transcoding (falls back to standard if content is ineligible)Poll job status until COMPLETE
Validation: get-job shows Status: COMPLETE. Check OutputGroupDetails for actual output paths.
Lambda Automation Pattern
| Preconditions | S3 buckets, IAM role, job template |
| Trigger | S3 ObjectCreated event on source bucket |
S3 source bucket (ObjectCreated)
→ Lambda function
→ MediaConvert CreateJob API
→ Output to S3 destination bucketLambda IAM needs: mediaconvert:CreateJob, iam:PassRole, s3:GetObject
Decision: Avoiding recursive triggers
IF source and destination are same bucket:
→ Use prefix filters (e.g., input/ vs output/)
→ Or use suffix filters (.mp4, .mxf, .mov on source only)
IF source and destination are different buckets:
→ No recursion riskIdempotency: Use ClientRequestToken in CreateJob (S3 events can deliver more than once).
ABR Ladder for VOD
| Rung | Resolution | Codec | Bitrate | Notes |
|---|---|---|---|---|
| 2160p | 3840×2160 | H.265 | 12-15 Mbps | Premium, HEVC devices |
| 1080p | 1920×1080 | H.264 | 5-8 Mbps | Broad compatibility |
| 720p | 1280×720 | H.264 | 2.5-4 Mbps | Mobile |
| 480p | 854×480 | H.264 | 1-2 Mbps | Low bandwidth |
| 360p | 640×360 | H.264 | 600-1000 Kbps | Minimum |
Use QVBR for best quality-per-bit. VOD bitrates can be lower than live (multi-pass encoding).
Common Mistakes
| Mistake | Consequence | Fix |
|---|---|---|
| Hardcoding MediaConvert endpoint URL | 404 or access denied in other accounts | Discover endpoint or use regional URL |
| Missing S3 permissions on role | Job fails immediately | Add s3:GetObject + s3:PutObject |
| Assuming output file paths | Files not found | Check OutputGroupDetails in job result |
| Same bucket without prefix filters | Lambda recursive trigger loop | Separate buckets or strict filters |
| No CloudFront for delivery | High latency, S3 throttling | Always use CloudFront for viewers |
| Segment duration mismatch across rungs | Player switching issues | Identical segment duration on all rungs |
Requirements and compatibility
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Needs: Needs an MCP server, Needs a command-line tool
Security
No issues found by our static scan· No issues found
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Attribution and licence
- Published by
- AWS
- Publisher
- AWS (Official)
- Source
- aws/agent-toolkit-for-aws · skills/specialized-skills/media-services-skills/aws-media-services · commit 0a218f8
- Licence
- Apache License 2.0 (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- NOTICE (added by AutoGineer from NOTICE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
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