AWS Media Services
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- 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/workflow-contribution-distribution.md
Contribution and Distribution Transport
MediaConnect reliable transport patterns for getting content into and out of AWS.
Protocol Selection
IF contribution over internet or Direct Connect:
→ SRT (encryption, retransmission, bandwidth estimation)
IF low-latency over managed network (no internet):
→ RTP+FEC (lowest latency, no retransmission)
IF simple cloud-native source:
→ RTMP (~10 Mbps max, legacy but universal)
IF uncompressed between AWS services (same AZ):
→ CDI (zero compression loss, requires EFA)
IF lightly compressed professional (cross-AZ OK):
→ ST 2110 JPEG XS (requires Large/XL flows)Default recommendation: SRT for contribution over any network path.
SRT Tuning
| Preconditions | Measured RTT between source and destination |
| Key parameter | Latency = 4× RTT |
Decision: SRT latency
IF RTT is measured:
→ Set latency to ~4× RTT
IF RTT is unknown up front:
→ Start with a conservative value, then measure and adjust as soon as the path is live
IF path crosses internet with variable RTT:
→ Use ~4× worst-case RTT (not average)Thundering herd: SRT bursts above steady-state during retransmissions. Keep Direct Connect utilization well below the link's steady-state ceiling (around 50% is a common operator target) so retransmission bursts do not cause loss.
Caller/listener mode:
Listener (MediaConnect listens, source calls): simpler firewall rules
Caller (MediaConnect calls source): use when source can't accept inbound
SRT Encryption
| Preconditions | Source encoder supports SRT encryption (most do) |
Decision: encrypt the SRT path?
IF the path crosses the public internet OR carries unreleased/sensitive content:
→ Enable SRT encryption (REQUIRED for production over public paths)
IF the path is fully on a private network (Direct Connect, customer VPN) AND
→ traffic is already protected at a lower layer:
→ Encryption is OPTIONAL but still RECOMMENDED for defense in depthConfiguration:
Both source and MediaConnect MUST agree on the passphrase. Length: 10-79 characters.
Use AES-256 by default; AES-128 is acceptable when the source encoder does not support 256.
Rotate passphrases periodically; use AWS Secrets Manager or your operator's secret store rather than embedding the passphrase in CloudFormation parameters or scripts.
MediaConnect Source Decryption shape:
{
"Algorithm": "aes256",
"KeyType": "static-key",
"RoleArn": "<role-arn>",
"SecretArn": "<secrets-manager-arn>"
}The Secrets Manager secret contains the passphrase as plaintext. The
referenced IAM role MUST allow secretsmanager:GetSecretValue on that
secret.
Direct Connect Sizing
| Preconditions | Known source bitrate, number of feeds, redundancy requirements |
Decision: Resilience level
IF production live event:
→ Multi-location + multi-connection per location (maximum redundancy)
→ LOAD references/workflow-resilience-patterns.md for DX failover patterns
IF non-critical workflow:
→ Multi-location + single-connection per location
IF dev/test only:
→ Single location + single connectionBandwidth planning: Account for SRT retransmission bursts above steady-state when sizing the link. Always have a non-AWS backup path for critical signals.
| Source | Codec | Typical bitrate |
|---|---|---|
| 1080p contribution | H.264 | 30-40 Mbps |
| 4K contribution | H.265 | 70-95 Mbps |
| 720p contribution | H.264 | 7-32 Mbps |
Fan-Out Patterns
Single source to multiple destinations:
Source → MediaConnect Flow
→ Output 1: MediaLive Channel A (primary encode)
→ Output 2: MediaLive Channel B (4K/HEVC)
→ Output 3: S3 recording
→ Output 4: Monitoring/multiviewerMulti-region distribution:
Source → MediaConnect Flow (Region A)
→ Output 1: MediaLive (Region A)
→ Output 2: MediaConnect Flow (Region B, via SRT or entitlement)
→ MediaLive (Region B)Cross-account sharing: Use MediaConnect entitlements (one-way, granting account controls access).
MediaConnect Router Patterns
Router use-case patterns
The Router provides dynamic, real-time routing of live video between sources and destinations across AWS Regions. The following use cases are documented on the MediaConnect Router feature page:
Cloud playout — connect cloud services for playing videos, adding graphics, and switching live feeds.
Primary distribution — deliver TV network channels to cable, satellite, and streaming services.
Central control — dynamically route and manage live video streams between input and output resources across multiple AWS Regions from a single, unified management interface.
Live event production — route live feeds to live production applications in the AWS Cloud.
FAST channel distribution — manage and distribute multiple FAST channels.
Per the Router documentation, the Router can connect existing MediaConnect flows to router inputs and outputs, use MediaLive inputs as destinations for router outputs, and use MediaLive channel outputs as sources for router inputs. Each router I/O supports up to 50 Mbps; content above that, or protocols other than SRT/RTP/RTP-FEC/RIST, requires Flows.
Cloud playout architecture
Graphics/Slate source (SRT ≤50 Mbps) → Router Standard Input "Slate"
Live feed A (SRT ≤50 Mbps) → Router Standard Input "LiveA"
Live feed B (SRT ≤50 Mbps) → Router Standard Input "LiveB"
Pre-recorded (from Flow) → Router Flow Input "VOD-Feed"
↓
Router Matrix (instant takes)
↓
Router MediaLive Output "Encode-Out" → MediaLive (encode to ABR)
→ MediaPackage → CloudFrontKey point: The operator uses the Router control panel or matrix view to "take" different inputs to the output in real time. This replaces a traditional master control switcher.
Primary distribution architecture
MediaLive Channel 1 → Router Input "Channel-ESPN" (type: MediaLive channel)
MediaLive Channel 2 → Router Input "Channel-News" (type: MediaLive channel)
MediaLive Channel 3 → Router Input "Channel-Sports" (type: MediaLive channel)
↓
Router Matrix
↓
Router Output "Affiliate-East" (SRT caller → affiliate encoder, us-east-1)
Router Output "Affiliate-West" (SRT caller → affiliate encoder, us-west-2)
Router Output "OTT-Encode" (MediaLive output → OTT ABR encoding)
Router Output "Archive" (Standard → recording endpoint)Key point: One input can feed up to 10 outputs simultaneously. Route assignments change instantly — during breaking news, switch all affiliates from scheduled programming to the news feed with a single matrix operation.
FAST channel distribution architecture
FAST Channel 1 (encoded ≤50 Mbps) → Router Input "FAST-Ch1"
FAST Channel 2 (encoded ≤50 Mbps) → Router Input "FAST-Ch2"
FAST Channel 3 (encoded ≤50 Mbps) → Router Input "FAST-Ch3"
...up to 20 inputs per region
↓
Router Matrix
↓
Router Output → Platform A (Tubi ingest endpoint)
Router Output → Platform B (Pluto TV ingest endpoint)
Router Output → Platform C (Roku Channel endpoint)
Router Output → Cross-region (Router output in eu-west-1 for international)Key point: Adding or removing a FAST platform is a route assignment change — no infrastructure reconfiguration needed. Cross-region routing is native.
Hybrid pattern: high-bitrate contribution + Router switching
When source bitrate exceeds 50 Mbps, use Flows for ingest and the Router for switching downstream:
On-prem encoder (100 Mbps H.264 via SRT)
→ MediaConnect Flow (Extra Large, 400 Mbps capacity)
→ MediaLive (encode to mezzanine ≤50 Mbps)
→ Router Input (type: MediaLive channel)
→ Router Matrix (dynamic switching/distribution)
→ Router Outputs → multiple downstream destinationsThis is REQUIRED when both dynamic switching AND high-bitrate contribution are needed. The Router CANNOT handle >50 Mbps directly.
Decision: Router vs Flows
For the Router-vs-Flows decision tree (supported protocols, the 50 Mbps I/O
limit, and the documented Router use cases), see the When to use Router vs
Flows section in references/service-rules-mediaconnect.md. That file is the
single source of truth for the decision; this file covers how to set up and
integrate the Router once you have decided to use it.
Router setup sequence
Create network interfaces — public (CIDR allowlist) or VPC (subnet + security groups).
Create router I/Os — specify type (standard, failover, merge, flow, MediaLive), protocol, network interface.
Start I/Os — async; poll until Active.
Assign routes — take input → output. Can be done regardless of I/O state.
Router + MediaLive integration
Router output → MediaLive (send routed content for encoding):
MediaLive operator creates input with type "MediaConnect router", specifies AZ (and pipeline ID for standard channels).
In MediaConnect, create router output with type "MediaLive input", specify ML input ARN + pipeline ID.
Assign a route from a router input to this output.
Attach input to MediaLive channel and start channel.
MediaLive → Router input (route encoded output for distribution):
MediaLive operator configures channel with a "MediaConnect Router" output group, specifies AZ and output name.
In MediaConnect, create router input with type "MediaLive channel", specify ML channel ARN + pipeline ID + output name.
Start both the channel and the router input.
Assign routes from this input to downstream outputs.
Constraint: Router I/O and MediaLive pipeline MUST be in same AZ and region.
Router redundancy patterns
IF production requiring full AZ redundancy:
→ Dual-AZ failover input (two source endpoints, automatic switching)
→ Supported failover protocols: RTP, RIST, SRT-listener, SRT-caller
IF content merge needed (e.g., primary + backup combined):
→ Merge input (two sources with configurable merge window)
→ Supported merge protocols: RTP, RIST only
IF single-AZ output used with dual-AZ input:
→ WARNING: negates availability benefit, SHOULD NOT be used for productionSRT Egress (MediaLive → MediaConnect Flow)
Pattern for receiving encoded content back from MediaLive into a flow for redistribution.
When to use
MediaLive encodes, then content needs cross-region fan-out via MediaConnect.
MediaLive output needs redistribution to multiple affiliates.
Setup sequence
Agree on encryption passphrase with MediaLive operator; store in Secrets Manager.
Create MediaConnect flow with SRT listener source (port, latency, secret ARN).
Note flow's inbound IP address from Sources tab.
MediaLive operator creates SRT caller output group targeting flow's IP:port.
After channel creation, update flow's allowlist CIDR with MediaLive's source IP(s).
Start flow (wait for ACTIVE), then start MediaLive channel.
Constraints
Standard ML channel → two flow sources needed. Single-pipeline → one.
Passphrase MUST be in Secrets Manager. MUST NOT be inline.
VPC: ML channel subnet MUST have Secrets Manager VPC endpoint; same security group on both.
Downstream NDI converter caveat
When an external NDI converter is placed after a MediaConnect SRT output, test the full chain before production. Converter-side issues observed include intermittent audio stops, repeated fields with interlaced content, timecode-passthrough problems, and 10-bit playback issues on some receivers. These are converter limitations, not MediaConnect limitations.
On-Premises Encoder Integration
Pre-event checklist:
Pin encoder software versions (do not upgrade during event prep)
Reboot contribution encoders several days before event (clears timecode drift)
Set input loss behavior to Emit Output (not Pause) for live events
Set timecode source to system_clock for EXT-X-PROGRAM-DATE-TIME
Set encoder GOP size so segment duration is an integer multiple of it (typically 2-second GOP for 2/4/6-second segments)
Validation: Confirm content flowing via CloudWatch SourceBitRate > 0 after encoder start.
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
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