AWS Media Services
AWSOfficialPublished by AWS
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- 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://mp-staging.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/service-rules-mediaconnect.md
Service Rules: MediaConnect
Loaded conditionally when the task involves MediaConnect. The cross-service rules in service-rules-core.md are always loaded alongside this file.
MediaConnect
Flow sizing
Flow size determines max bitrate: Standard (80 Mbps), Large (150 Mbps), Extra Large (400 Mbps). These tiers are a stable, core part of the service and drive flow-sizing decisions; see the MediaConnect Service Quotas documentation for the full specification.
ST 2110 JPEG XS and CDI REQUIRE Large or Extra Large flows.
VPC interfaces
A flow MUST NOT have more than 1 EFA interface. The second interface MUST be ENA type.
EFA is REQUIRED for CDI and ST 2110 JPEG XS sources.
Subnet and security groups MUST be in the same AZ as the flow.
ST 2110 JPEG XS sources
WhitelistCidrandIngestPortMUST NOT be specified at the source level. Ports MUST be defined inMediaStreamSourceConfigurations[].InputConfigurations[].Exactly TWO
InputConfigurationsare REQUIRED per media stream (for redundancy).Both MUST use DISTINCT interface names but the SAME port.
MaxSyncBuffervalid range: 0-250.Each essence MUST have its own port: video (e.g., 5000), audio (e.g., 5001), ancillary (e.g., 5002).
CDI outputs
Encoding names MUST be:
raw(video),pcm(audio),smpte291(ancillary). The valuecdiMUST NOT be used.destinationConfigurationsMUST NOT be included for CDI outputs (ST 2110 outputs only).CidrAllowListMUST NOT be included for CDI protocol.CDI outputs MUST NOT be configured for cross-AZ transfers.
When a user proposes cross-AZ CDI, agents MUST flag the AZ constraint and MUST suggest ST 2110 JPEG XS as the cross-AZ alternative for high-quality transport.
SRT
MediaConnect MAY act as either caller or listener.
Passphrase length MUST be 10-79 characters if encryption is enabled.
SRT latency SHOULD be configured to approximately 4× the measured round-trip time. If RTT cannot be measured up front, configure a conservative initial value, then measure and adjust. Worst-case path RTT (not average) SHOULD be used for variable internet paths.
Direct Connect utilization SHOULD be kept well below the link's steady-state ceiling (around 50% is a common operator target) so SRT retransmission bursts do not cause packet loss.
MediaConnect Router
Resilient endpoints are paired zonal endpoints. For full AZ redundancy, a dual-AZ input MUST be paired with a dual-AZ output.
Dual-AZ input with single-AZ output negates the availability benefit and SHOULD NOT be used for production.
Cross-account routing is not natively supported. VPC peering or MediaConnect entitlements SHOULD be used to share content across accounts.
When an external NDI converter is used downstream of an SRT output, validate behavior end-to-end before production: NDI converters can exhibit intermittent audio stops, repeated fields with interlaced content, timecode-passthrough issues, and 10-bit playback issues on some receivers. These are converter-side limitations, not MediaConnect limitations.
General
A flow MUST be in STANDBY to modify its configuration (add/remove outputs, change source).
Billing starts when flow status is ACTIVE, regardless of whether outputs are consuming.
start-flow/stop-floware async. Agents MUST pollFlow.Statusuntil ACTIVE or STANDBY.
MediaConnect Router
The Router is a separate capability from Flows — a software-defined routing matrix for dynamic live switching. When a query involves dynamic any-to-any switching, central control across regions, or cloud playout, the Router is the primary recommendation.
When to use Router vs Flows
Use the Router when the workflow needs dynamic, real-time switching between sources and destinations. Use Flows for protocols or bitrates the Router does not support.
IF protocol is CDI, ST 2110 JPEG XS, NDI, or Zixi:
→ Flows (Router supports only SRT, RTP, RTP-FEC, RIST)
IF bitrate > 50 Mbps per stream:
→ Flows (Router I/O is capped at 50 Mbps)
IF dynamic any-to-any switching across many sources and destinations:
→ Router
IF cloud playout (switching live feeds, adding graphics via cloud services):
→ Router
IF primary distribution (TV network channels to cable, satellite, streaming):
→ Router
IF FAST channel distribution (manage and distribute multiple FAST channels):
→ Router
IF live event production (routing live feeds to production applications):
→ Router
IF central control across multiple regions from one interface:
→ RouterThe supported use cases above are from the MediaConnect Router feature page. Protocol and bitrate limits are from the Router considerations and limitations documentation.
Key differentiator: the Router provides unified, cross-region management — create and manage router I/Os across multiple AWS Regions from a single console, view all active routes at once, and make bulk route changes. Flows are individual point-to-point transport pipes.
Common hybrid pattern (Flows + Router together)
When content arrives at high bitrate (>50 Mbps) or uses protocols the Router doesn't support, use Flows for ingest and the Router for downstream switching:
Source (100 Mbps H.264 via SRT)
→ MediaConnect Flow (transport into AWS, supports up to 400 Mbps)
→ MediaLive (encode to ≤50 Mbps ABR or mezzanine)
→ MediaConnect Router input (type: MediaLive channel)
→ Router matrix (dynamic switching/distribution)
→ Router outputs → downstream destinations (affiliates, CDNs, other regions)This is the recommended architecture when BOTH dynamic switching AND high-bitrate contribution are required. Agents MUST NOT recommend the Router alone for >50 Mbps content.
Correct Router setup sequence
Agents MUST follow this order when setting up a Router workflow:
Create network interfaces — public (with CIDR allowlist) or VPC (with subnet + security groups). These define how Router I/Os connect to the network.
Create router inputs — specify type (standard, failover, merge, flow, MediaLive channel), protocol, and network interface.
Create router outputs — specify type (standard, flow, MediaLive), protocol, and network interface.
Start I/Os — async operation; MUST poll until Active before content can flow.
Assign routes — "take" an input to each output. Routes CAN be assigned regardless of I/O state (before or after starting), but an output with no assigned input carries no content.
Critical pitfall for Router-to-MediaLive: content reaches a MediaLive input only once (a) the router I/Os are Active AND (b) a route has been assigned to the output feeding MediaLive. There is NO separate "enable output" action — assigning the route (the "take") is what connects a source to the output. An output left with no input assigned is the most common reason MediaLive receives nothing.
Supported protocols
SRT, RTP, RTP-FEC, RIST only.
CDI, ST 2110 JPEG XS, Zixi, and NDI MUST NOT be used with the Router. These require Flows.
Capacity limits
Router I/O size: each router I/O supports up to 50 Mbps. This per-I/O ceiling is a stable, core service characteristic and a primary decision driver — content above 50 Mbps per stream MUST use Flows instead of the Router.
Each router output connects to only one input at a time; one input can feed multiple outputs.
Region-level counts (router inputs/outputs per Region) and network-interface limits (interfaces per Region, CIDR ranges per public interface, security groups per VPC interface) are adjustable account quotas — look up current values in MediaConnect Service Quotas and Router considerations and limitations.
I/O types
Standard input: single source endpoint.
Failover input: two source endpoints, manual or automatic switching. Supported protocols: RTP, RIST, SRT-listener, SRT-caller.
Merge input: combines two source endpoints with configurable merge window. Supported protocols: RTP, RIST only.
Flow input: receives content from a MediaConnect flow.
MediaLive channel input: receives content from a MediaLive channel output.
Standard output: sends to a downstream destination.
Flow output: sends content to a MediaConnect flow.
MediaLive output: sends content to a MediaLive input.
Converting between failover and merge input types REQUIRES recreating the input.
Cross-region routing
The Router supports native cross-region routing with adaptive multipath delivery. No entitlements are needed (entitlements are a Flow concept).
ARQ latency on inputs is configured for source-to-input distance only; the Router manages inter-region transport internally.
ARQ latency on outputs is configured for output-to-destination distance only.
State management
I/Os have states: Standby → Active.
start/stopoperations are async; agents MUST poll until the expected state is reached.I/Os MUST be in standby to change maintenance schedule.
Maintenance restarts occur automatically every 60-66 days from I/O start. Preferred day/hour can be set at creation or while in standby.
Route assignments (takes) can be made regardless of I/O state.
Fault tolerance
The Router provides automatic fault tolerance at EC2, AZ, and regional levels by migrating and restoring I/O state.
API operations
Key Router API operations:
CreateRouterInput, CreateRouterOutput, UpdateRouterInput, UpdateRouterOutput,
DeleteRouterInput, DeleteRouterOutput, AssignRoute, StartRouterIo,
StopRouterIo, CreateRouterNetworkInterface, DeleteRouterNetworkInterface.
API reference: https://docs.aws.amazon.com/mediaconnect/latest/api/
When working with the Router, agents SHOULD read the API reference to discover required parameters rather than guessing. Agents MUST NOT substitute Flow API operations (create-flow, add-flow-outputs) when the user requests Router functionality.
SRT Egress (MediaLive → MediaConnect)
Pattern for receiving encoded SRT output from MediaLive into a flow for redistribution.
Setup sequence
Store agreed SRT encryption passphrase in Secrets Manager (AES-128, AES-192, or AES-256).
Create MediaConnect flow with SRT listener source (specify port, latency, encryption secret ARN).
Note the flow's inbound IP address from the Sources tab.
MediaLive operator creates SRT caller output group pointing to the flow's IP:port.
After MediaLive channel is created, update flow's allowlist CIDR with MediaLive channel's source IP(s).
Start flow first (wait for ACTIVE), then start MediaLive channel.
Constraints
Standard MediaLive channel → two flow sources (one per pipeline). Single-pipeline → one source.
Encryption passphrase MUST be stored in Secrets Manager. Agents MUST NOT embed passphrases inline.
For VPC delivery: subnet for MediaLive's channel output MUST have a Secrets Manager VPC endpoint. The subnet and endpoint MUST share the same security group.
Same-account services MAY share one Secrets Manager secret. Cross-account requires separate secrets with identical passphrases.
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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