Generated banner for AWS Media Services
Generated logo for AWS Media Services

AWS Media Services

AWSOfficialPublished by AWS

  • Skill
  • Tool integration
  • Cloud and DevOps
  • Apache-2.0
  • No issues found

From the author

Designs, deploys, reviews, evaluates, audits, and troubleshoots video streaming workflows across AWS media services (MediaConnect, MediaLive, MediaConvert, MediaPackage v2, MediaTailor, CloudFront). Includes per-service validation rules, cross-service workflow patterns for live streaming, linear channels, VOD pipelines, and live-to-VOD, service-specific troubleshooting, best practices assessment, cost optimization, encoder settings, DRM, SCTE-35 ad insertion, epoch locking, and CDN cache configuration.
— the description by AWS

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

  1. Download the skill as a ZIP:

    https://autogineer.com/agent-skills/aws/aws-media-services/download
  2. Unzip 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.md

  • references/service-rules-medialive.md

  • references/service-rules-mediaconvert.md

  • references/service-rules-mediapackage.md

  • references/service-rules-mediatailor.md

  • references/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):

  1. Read references/service-rules-core.md — confirm it is in context before proceeding. ALWAYS required.

  2. 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.

  3. 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.

  4. 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 typeWorkflow fileService rules to co-load
Live event (ingest → encode → package → deliver)references/workflow-live-event.mdmediaconnect + medialive + encoding + mediapackage + cloudfront (+ mediatailor if ads)
Linear channel (24/7 with schedule, ad insertion)references/workflow-linear-channel.mdmedialive + encoding + mediapackage + mediatailor + cloudfront
VOD pipeline (file-based transcode → package → deliver)references/workflow-vod-pipeline.mdmediaconvert + encoding + mediapackage + cloudfront
Live-to-VOD (live + archive/harvest → VOD transcode)references/workflow-live-event.md + references/workflow-vod-pipeline.mdunion of live event + VOD pipeline
Ad insertion (SSAI/CSAI, MediaTailor scaling)references/workflow-ad-insertion.mdmedialive + encoding + mediapackage + mediatailor + cloudfront
Contribution transport (MediaConnect, SRT, DX, encoders)references/workflow-contribution-distribution.mdmediaconnect + medialive + encoding
Router-based switching (master control, dynamic routing, playout)references/workflow-contribution-distribution.mdmediaconnect + medialive + encoding
Resilience (dual-AZ, dual-region, epoch locking, multi-CDN, ops readiness)references/workflow-resilience-patterns.mdALL (cross-cutting)
Cost optimization (reserved vs on-demand, channel classes, right-sizing)references/workflow-cost-optimization.mdALL (cross-cutting)
Subtitles and accessibility (captions, multi-language, auto-captioning)references/workflow-subtitles-accessibility.mdmedialive + 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 areaTroubleshooting fileService rules to co-load
MediaConnect flow issues, source connectivity, VPC interfaces, MediaConnect Routerreferences/troubleshooting-mediaconnect.mdmediaconnect
MediaLive channel errors, alerts, encoding, pipeline failoverreferences/troubleshooting-medialive.mdmedialive + encoding
MediaPackage ingest failures, manifest issues, access denied, v1→v2 migrationreferences/troubleshooting-mediapackage.mdmediapackage
MediaConvert job failures, codec errors, output issues, automationreferences/troubleshooting-mediaconvert.mdmediaconvert + encoding
MediaTailor ad insertion, ADS issues, SSAI scaling, session managementreferences/troubleshooting-mediatailor.mdmediatailor + medialive + mediapackage + cloudfront
CloudFront origin errors, cache behavior, multi-CDN, Embedded POPs (ePOP)references/troubleshooting-cloudfront.mdcloudfront + mediapackage
Cross-service signal chain (no video, latency, sync, AZ alignment, IAM, failover)references/troubleshooting-pipeline.mdALL
Quick reference

For a quick answer about a specific service's constraints, valid parameter values, or compatibility rules:

  1. references/service-rules-core.md is already loaded (mandatory first step).

  2. If the user names specific service(s) in the query, load those per-service rule files (e.g. references/service-rules-medialive.md).

  3. If the question crosses service boundaries (e.g., MediaPackage→MediaTailor compatibility), the cross-service rules are already in service-rules-core.md.

  4. 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 via search_documentation and read_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

references/service-rules-encoding.md

Service Rules: Encoding (Distribution & Contribution)

Loaded conditionally when the task involves encoding (MediaLive live encoding OR MediaConvert VOD transcoding). The cross-service rules in service-rules-core.md are always loaded alongside this file.

Settings below apply to both MediaLive and MediaConvert except where marked [MediaLive only] or [MediaConvert only]. API field names are given in parentheses.


Distribution Encoding

Rate control:

  • QVBR (Quality-Defined Variable Bitrate) with Quality Level Auto SHOULD be used for all distribution encoding.

    • MediaLive H.264: H264Settings.RateControlMode: QVBR, H264Settings.QvbrQualityLevel (omit or set to default for Auto)

    • MediaConvert H.264: H264Settings.RateControlMode: QVBR, H264Settings.QvbrSettings.QvbrQualityLevel

  • QVBR uses MaxBitrate (not Bitrate) to set the bitrate ceiling. Bitrate MUST NOT be used with QVBR; it causes a validation error.

  • CBR SHOULD be used only for contribution feeds.

Bandwidth Reduction Filter [MediaLive only]:

  • (H264Settings.FilterSettings.BandwidthReductionFilter)

  • Strength SHOULD be set to Auto for most content.

  • For graphics/screen capture content: MUST be set to Off (sharp edges need preservation).

  • For UGC at low resolution/bitrate: High is RECOMMENDED.

  • The Bandwidth Reduction Filter and Temporal Noise Reducer MUST NOT be used simultaneously. They conflict.

  • MediaConvert exposes a different filter set (e.g., NoiseReducer); see the Noise Reducer note below.

Lookahead:

  • MediaLive: H264Settings.LookAheadRateControl SHOULD be HIGH for standard distribution; MUST be LOW for low-latency (LL-HLS, contribution).

  • MediaConvert exposes equivalent behavior through its quality-tuning level (see "Quality tuning" below); there is no direct LookAheadRateControl field.

GOP configuration:

  • GOP size SHOULD be 2 seconds for distribution. Segment/fragment duration MUST be an integer multiple of GOP size.

  • GOP size MUST be identical across all ABR rungs — varying GOP per rung breaks segment alignment.

  • For Low-Latency HLS (LL-HLS), GOP size SHOULD be 1 second to match the shorter segment/part duration.

    • MediaLive: H264Settings.GopSize: 2, H264Settings.GopSizeUnits: SECONDS

    • MediaConvert: H264Settings.GopSize: 2, H264Settings.GopSizeUnits: SECONDS

  • B-Frames: 3 is RECOMMENDED for general content. For low-bitrate moderate-motion UGC, 5 MAY be used.

    • MediaLive: H264Settings.GopNumBFrames: 3 and H264Settings.GopBReference: ENABLED

    • MediaConvert: H264Settings.NumberBFramesBetweenReferenceFrames: 3 and H264Settings.GopBReference: ENABLED

  • Reference Frames: 3 is RECOMMENDED (H264Settings.NumRefFrames: 3 on both services).

  • Dynamic Sub-GOP [MediaConvert only]: H264Settings.DynamicSubGop: ADAPTIVE SHOULD be enabled.

Profiles:

  • H.264: High profile with CABAC entropy MUST be used for ALL ABR rungs. Baseline or Main profiles MUST NOT be used on lower rungs.

    • MediaLive: H264Settings.Profile: HIGH, H264Settings.EntropyEncoding: CABAC

    • MediaConvert: H264Settings.CodecProfile: HIGH, H264Settings.EntropyEncoding: CABAC

  • HEVC: Main profile (or Main 10-bit for HDR/10-bit sources) SHOULD be used.

    • MediaLive: H265Settings.Profile: MAIN or MAIN_10BIT

    • MediaConvert: H265Settings.CodecProfile: MAIN_MAIN or MAIN10_MAIN

Adaptive Quantization:

  • SHOULD be set to Auto.

    • MediaLive: H264Settings.AdaptiveQuantization: AUTO; FlickerAQ via H264Settings.FlickerAq: ENABLED

    • MediaConvert: H264Settings.AdaptiveQuantization: AUTO; flicker control via H264Settings.FlickerAdaptiveQuantization

  • Flicker AQ SHOULD be enabled only for pulsing artifacts on grass/textures (sports) or dark/night content.

Input video filters (content-dependent):

  • Sports: No filter SHOULD be used (preserve motion detail).

  • Filter strength: 3-4 is RECOMMENDED for low-bitrate content (below 4 Mbps at 1080p, 2 Mbps at 720p, 1 Mbps at SD).

Noise Reducer:

  • MediaConvert (NoiseReducer.Filter on the input): for old film content, CONSERVE mode SHOULD be used. For clean sources, the noise reducer SHOULD NOT be applied.

  • MediaLive uses the Bandwidth Reduction Filter (above) for similar purposes.

Quality/density trade-off [MediaLive only]:

  • MediaLive sets quality vs. throughput indirectly via LookAheadRateControl and the channel class; there is no numeric "speed" parameter.

Quality tuning [MediaConvert only]:

  • H264Settings.QualityTuningLevel: SINGLE_PASS_HQ SHOULD be used for live VOD encoding when wall-clock matters.

  • H264Settings.QualityTuningLevel: MULTI_PASS_HQ MAY be used for non-time-sensitive VOD (slower, higher quality).

  • HEVC: H265Settings.QualityTuningLevel: SINGLE_PASS_HQ for sub-4K, SINGLE_PASS for 4K when real-time performance matters.

Scaling:

  • Scaling Sharpness when downscaling SHOULD be 100 (preserve contour detail).

  • Scaling Sharpness when upscaling SHOULD be 50 or 25 (avoid aliasing artifacts).

Deinterlacing (interlaced sources):

  • For sports with interlaced source (e.g., 1080i): frame rate SHOULD be doubled to progressive (29.97i to 59.94p or 25i to 50p) using the Interpolation deinterlace algorithm.

  • If source is interlaced and output is set to progressive WITHOUT enabling the deinterlacer, the output will have combing artifacts. The deinterlacer MUST be enabled.

H.264 Level by resolution (typical, both services):

  • 1080p60: H264_LEVEL_4_2

  • 1080p30: H264_LEVEL_4_1

  • 720p60: H264_LEVEL_4_0

  • 720p30: H264_LEVEL_3_1

  • 480p30: H264_LEVEL_3_1

  • When in doubt, set Level to AUTO and let the encoder pick.


Contribution Encoding

Contribution feeds prioritize low latency and high bitrate over encoding efficiency.

Key differences from distribution:

  • Rate control: CBR MUST be used.

  • Lookahead: MUST be Low.

  • B-Frames: MUST be 0.

  • Dynamic Sub-GOP [MediaConvert only]: MUST be Disabled.

  • Bandwidth Reduction Filter [MediaLive only]: MUST be Disabled.

  • Input video filters: MUST be Disabled.

  • Adaptive Quantization: SHOULD be Low (spatial only, no temporal).

  • GOP size: SHOULD be 1 second.

H.264 vs HEVC for contribution:

  • At high bitrates (>50 Mbps for 1080p, >80 Mbps for 4K), H.264 and HEVC perform similarly.

  • H.264 is RECOMMENDED for contribution due to lower latency and better real-time performance.

  • HEVC contribution at 4K 50/60p and 80+ Mbps MAY NOT maintain real-time on all encoder hardware.

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

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

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

AutoGineer is not affiliated with or endorsed by AWS or AWS.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download aws-media-services.zip