[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-aws-securing-s3-buckets":3,"mdc-byrh22-key":35,"related-org-aws-securing-s3-buckets":988,"related-repo-aws-securing-s3-buckets":1159},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":24,"repoUrl":25,"updatedAt":26,"license":27,"forks":28,"topics":29,"repo":30,"sourceUrl":33,"mdContent":34},"securing-s3-buckets","secure S3 buckets","Create and secure S3 buckets following AWS best practices for access control, encryption, monitoring, and remediation of misconfigurations. Use when the user wants to secure a new bucket, audit an existing bucket, fix a security finding, configure encryption, or enable logging and monitoring. Do NOT use for general S3 data operations, S3 Tables setup, or discovering existing data assets.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"aws","AWS (Amazon)","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Faws.png",[12,16,19,22],{"name":13,"slug":14,"type":15},"Security","security","tag",{"name":17,"slug":18,"type":15},"Audit","audit",{"name":20,"slug":21,"type":15},"Storage","storage",{"name":23,"slug":8,"type":15},"AWS",1822,"https:\u002F\u002Fgithub.com\u002Faws\u002Fagent-toolkit-for-aws","2026-07-12T08:43:41.366609",null,157,[],{"repoUrl":25,"stars":24,"forks":28,"topics":31,"description":32},[],"Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS","https:\u002F\u002Fgithub.com\u002Faws\u002Fagent-toolkit-for-aws\u002Ftree\u002FHEAD\u002Fskills\u002Fspecialized-skills\u002Fstorage-skills\u002Fsecuring-s3-buckets","---\nname: securing-s3-buckets\ndescription: >\n  Create and secure S3 buckets following AWS best practices for access control, encryption,\n  monitoring, and remediation of misconfigurations. Use when the user wants to\n  secure a new bucket, audit an existing bucket, fix a security finding, configure\n  encryption, or enable logging and monitoring. Do NOT use for general S3 data\n  operations, S3 Tables setup, or discovering existing data assets.\nversion: 1\n---\n\n## Overview\n\nImplements layered S3 security controls across five workflows: securing new buckets,\nauditing existing configurations, remediating findings, configuring encryption, and\nenabling monitoring. Follows AWS Well-Architected security best practices.\n\nExecute commands using the AWS MCP server when connected (sandboxed execution, audit logging, observability). Fall back to AWS CLI or shell otherwise.\n\n## Common Tasks\n\n### 0. Verify Dependencies\n\nCheck for required tools before starting.\n\n**Constraints:**\n\n- You MUST inform the user if required tools are missing\n- You SHOULD confirm credentials with `aws sts get-caller-identity`\n\nSee [references\u002Fiam-permissions.md](references\u002Fiam-permissions.md) for IAM permissions by workflow.\n\n### 1. Classify the Request\n\n| User intent | Workflow |\n|---|---|\n| Secure a new bucket | A: Secure New Bucket |\n| Audit \u002F review existing bucket | B: Audit Existing Bucket |\n| Fix a specific finding | C: Remediate Issue |\n| Configure encryption | D: Configure Encryption |\n| Enable logging \u002F monitoring | E: Enable Monitoring |\n\n**Constraints:**\n\n- You MUST ask for all required parameters upfront\n- You MUST confirm bucket name and region before any write operation\n- You MAY infer region from user context if clearly stated\n- You SHOULD run `aws iam simulate-principal-policy` to validate permissions before write operations\n- You SHOULD display write commands and wait for confirmation before executing\n\n### put-bucket-policy Safety Rules\n\nThese rules apply to ALL workflows that call `put-bucket-policy`:\n\n- You MUST attempt to retrieve the existing policy first (`aws s3api get-bucket-policy`) — `put-bucket-policy` replaces the entire policy\n- If a policy exists, you MUST back it up before modifying: `aws s3api get-bucket-policy --bucket \u003Cname> --output text > backup-policy-$(date +%s).json`\n- If `NoSuchBucketPolicy` is returned, proceed with a new policy — no backup is needed\n- You MUST merge new statements into the existing policy's Statement array (if one exists)\n- You MUST validate merged JSON syntax before applying (e.g. `echo '\u003Cpolicy>' | python3 -m json.tool`)\n- You SHOULD display the full `put-bucket-policy` command and wait for confirmation\n\n### 2. Workflow A — Secure New Bucket\n\nSee [references\u002Fworkflows.md](references\u002Fworkflows.md) for full CLI steps.\n\n**Required steps (execute in order, do not skip):**\n\n1. Create bucket with `--bucket-namespace account-regional`\n2. Enable versioning\n3. Enable encryption (SSE-S3 + Bucket Keys + block SSE-C)\n4. Enable logging (ask user which option — conditional)\n5. Enforce HTTPS-only via `DenyInsecureTransport` bucket policy\n6. Enable ABAC\n\n**Constraints:**\n\n- You MUST pass `--bucket-namespace account-regional` on `create-bucket` call — this is REQUIRED, not optional. Example:\n\n  ```\n  aws s3api create-bucket --bucket \u003Cname> --bucket-namespace account-regional --region \u003Cregion>\n  ```\n\n- You MUST NOT change Block Public Access — S3 enables it by default on new buckets\n- You MUST NOT change ACL ownership controls — S3 disables ACLs (`BucketOwnerEnforced`) by default\n- You MUST apply a bucket policy with a `DenyInsecureTransport` statement that denies `s3:*` when `aws:SecureTransport` is `false` — this is REQUIRED, not optional. Example:\n\n  ```\n  aws s3api put-bucket-policy --bucket \u003Cname> --policy '{\"Version\":\"2012-10-17\",\"Statement\":[{\"Sid\":\"DenyInsecureTransport\",\"Effect\":\"Deny\",\"Principal\":\"*\",\"Action\":\"s3:*\",\"Resource\":[\"arn:aws:s3:::\u003Cname>\u002F*\",\"arn:aws:s3:::\u003Cname>\"],\"Condition\":{\"Bool\":{\"aws:SecureTransport\":\"false\"}}}]}'\n  ```\n\n- You MUST ask the user which logging option they want before step 4\n- You MUST follow the [put-bucket-policy safety rules](#put-bucket-policy-safety-rules) for steps 4 and 5\n- You SHOULD confirm each step succeeded before proceeding\n\n### 3. Workflow B — Audit Existing Bucket\n\nSee [references\u002Faudit-checklist.md](references\u002Faudit-checklist.md) for the full checklist.\n\n**Constraints:**\n\n- You MUST run all read-only audit commands before reporting findings\n- You MUST NOT execute any write or modify commands during an audit\n- You MUST report each control as PASS \u002F FAIL \u002F NOT CONFIGURED with severity\n- For logging: report PASS if either S3 server access logging OR CloudTrail data events are enabled; NOT CONFIGURED only if neither\n\n### 4. Workflow C — Remediate Issue\n\nSee [references\u002Fremediation.md](references\u002Fremediation.md) for fix commands by issue type.\n\n**Constraints:**\n\n- You MUST identify the issue type before applying any fix\n- You MUST follow the [put-bucket-policy safety rules](#put-bucket-policy-safety-rules) when modifying policies\n- You MUST re-run the relevant audit check after applying the fix to confirm resolution\n\n### 5. Workflow D — Configure Encryption\n\nSee [references\u002Fencryption.md](references\u002Fencryption.md) for encryption options and commands.\n\n**Constraints:**\n\n- You MUST default to SSE-S3 with S3 Bucket Keys and SSE-C blocked unless the user explicitly requests KMS\n- When using SSE-KMS, you MUST use a customer managed key — NEVER the AWS managed `aws\u002Fs3` key\n- You MUST specify customer-managed KMS keys by full ARN, not alias\n- You MUST include `BucketKeyEnabled: true` and `BlockedEncryptionTypes: [SSE-C]` in all configurations\n- **Note**: The S3 API accepts `aws\u002Fs3` and aliases without error — agent-enforced constraints. Verify with `get-bucket-encryption` after applying.\n\n### 6. Workflow E — Enable Monitoring\n\nSee [references\u002Fworkflows.md](references\u002Fworkflows.md) for full CLI steps.\n\n**Constraints:**\n\n- You MUST check whether a GuardDuty detector already exists before creating one\n- You MUST use the trail's home region (not the bucket's region) for CloudTrail commands\n- You SHOULD enable all four core recommended AWS Config rules\n\n## Troubleshooting\n\n**`ObjectLockConfigurationNotFoundError`** — Object Lock is not enabled. Treat as NOT CONFIGURED, not a failure.\n\n**`AccessDenied` on audit commands** — Check IAM policy, bucket policy, Block Public Access, VPC endpoint policy, and SCPs\u002FRCPs. Use `aws iam simulate-principal-policy` to diagnose.\n\n**`put-bucket-policy` silently removes existing statements** — See [put-bucket-policy safety rules](#put-bucket-policy-safety-rules).\n\n**GuardDuty `BadRequestException: detector already exists`** — Run `aws guardduty list-detectors` first; only call `create-detector` if empty.\n\n**CloudTrail changes not taking effect** — Verify you are using `--region \u003Ctrail-home-region>`, not the bucket's region. Find it with `aws cloudtrail describe-trails --query 'trailList[*].[Name,HomeRegion]'`.\n\n## Additional Resources\n\n- [references\u002Fiam-permissions.md](references\u002Fiam-permissions.md) — IAM permissions by workflow\n- [references\u002Faudit-checklist.md](references\u002Faudit-checklist.md) — Per-control checklist with severity and pass conditions\n- [references\u002Fencryption.md](references\u002Fencryption.md) — Encryption options, KMS guidance, SSE-C blocking\n- [references\u002Fremediation.md](references\u002Fremediation.md) — Fix commands for common findings\n- [references\u002Fworkflows.md](references\u002Fworkflows.md) — Full CLI command sequences for Workflows A and E\n- [AWS S3 Security Best Practices](https:\u002F\u002Fdocs.aws.amazon.com\u002FAmazonS3\u002Flatest\u002Fuserguide\u002Fsecurity-best-practices.html)\n- [AWS Well-Architected Security Pillar](https:\u002F\u002Fdocs.aws.amazon.com\u002Fwellarchitected\u002Flatest\u002Fsecurity-pillar\u002Fwelcome.html)\n",{"data":36,"body":38},{"name":4,"description":6,"version":37},1,{"type":39,"children":40},"root",[41,50,56,61,67,74,79,88,110,123,129,222,229,265,271,284,361,367,378,386,434,441,562,568,579,586,609,615,626,633,656,662,673,680,752,758,767,774,792,798,812,835,856,888,913,919],{"type":42,"tag":43,"props":44,"children":46},"element","h2",{"id":45},"overview",[47],{"type":48,"value":49},"text","Overview",{"type":42,"tag":51,"props":52,"children":53},"p",{},[54],{"type":48,"value":55},"Implements layered S3 security controls across five workflows: securing new buckets,\nauditing existing configurations, remediating findings, configuring encryption, and\nenabling monitoring. 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Example:",{"type":42,"tag":465,"props":531,"children":534},{"className":532,"code":533,"language":48},[468],"aws s3api put-bucket-policy --bucket \u003Cname> --policy '{\"Version\":\"2012-10-17\",\"Statement\":[{\"Sid\":\"DenyInsecureTransport\",\"Effect\":\"Deny\",\"Principal\":\"*\",\"Action\":\"s3:*\",\"Resource\":[\"arn:aws:s3:::\u003Cname>\u002F*\",\"arn:aws:s3:::\u003Cname>\"],\"Condition\":{\"Bool\":{\"aws:SecureTransport\":\"false\"}}}]}'\n",[535],{"type":42,"tag":104,"props":536,"children":537},{"__ignoreMap":473},[538],{"type":48,"value":533},{"type":42,"tag":93,"props":540,"children":541},{},[542],{"type":48,"value":543},"You MUST ask the user which logging option they want before step 4",{"type":42,"tag":93,"props":545,"children":546},{},[547,549,555],{"type":48,"value":548},"You MUST follow the ",{"type":42,"tag":116,"props":550,"children":552},{"href":551},"#put-bucket-policy-safety-rules",[553],{"type":48,"value":554},"put-bucket-policy safety rules",{"type":48,"value":556}," for steps 4 and 5",{"type":42,"tag":93,"props":558,"children":559},{},[560],{"type":48,"value":561},"You SHOULD confirm each step succeeded before proceeding",{"type":42,"tag":68,"props":563,"children":565},{"id":564},"_3-workflow-b-audit-existing-bucket",[566],{"type":48,"value":567},"3. Workflow B — Audit Existing Bucket",{"type":42,"tag":51,"props":569,"children":570},{},[571,572,577],{"type":48,"value":114},{"type":42,"tag":116,"props":573,"children":575},{"href":574},"references\u002Faudit-checklist.md",[576],{"type":48,"value":574},{"type":48,"value":578}," for the full checklist.",{"type":42,"tag":51,"props":580,"children":581},{},[582],{"type":42,"tag":83,"props":583,"children":584},{},[585],{"type":48,"value":87},{"type":42,"tag":89,"props":587,"children":588},{},[589,594,599,604],{"type":42,"tag":93,"props":590,"children":591},{},[592],{"type":48,"value":593},"You MUST run all read-only audit commands before reporting findings",{"type":42,"tag":93,"props":595,"children":596},{},[597],{"type":48,"value":598},"You MUST NOT execute any write or modify commands during an audit",{"type":42,"tag":93,"props":600,"children":601},{},[602],{"type":48,"value":603},"You MUST report each control as PASS \u002F FAIL \u002F NOT CONFIGURED with severity",{"type":42,"tag":93,"props":605,"children":606},{},[607],{"type":48,"value":608},"For logging: report PASS if either S3 server access logging OR CloudTrail data events are enabled; NOT CONFIGURED only if neither",{"type":42,"tag":68,"props":610,"children":612},{"id":611},"_4-workflow-c-remediate-issue",[613],{"type":48,"value":614},"4. Workflow C — Remediate Issue",{"type":42,"tag":51,"props":616,"children":617},{},[618,619,624],{"type":48,"value":114},{"type":42,"tag":116,"props":620,"children":622},{"href":621},"references\u002Fremediation.md",[623],{"type":48,"value":621},{"type":48,"value":625}," for fix commands by issue type.",{"type":42,"tag":51,"props":627,"children":628},{},[629],{"type":42,"tag":83,"props":630,"children":631},{},[632],{"type":48,"value":87},{"type":42,"tag":89,"props":634,"children":635},{},[636,641,651],{"type":42,"tag":93,"props":637,"children":638},{},[639],{"type":48,"value":640},"You MUST identify the issue type before applying any fix",{"type":42,"tag":93,"props":642,"children":643},{},[644,645,649],{"type":48,"value":548},{"type":42,"tag":116,"props":646,"children":647},{"href":551},[648],{"type":48,"value":554},{"type":48,"value":650}," when modifying policies",{"type":42,"tag":93,"props":652,"children":653},{},[654],{"type":48,"value":655},"You MUST re-run the relevant audit check after applying the fix to confirm resolution",{"type":42,"tag":68,"props":657,"children":659},{"id":658},"_5-workflow-d-configure-encryption",[660],{"type":48,"value":661},"5. Workflow D — Configure Encryption",{"type":42,"tag":51,"props":663,"children":664},{},[665,666,671],{"type":48,"value":114},{"type":42,"tag":116,"props":667,"children":669},{"href":668},"references\u002Fencryption.md",[670],{"type":48,"value":668},{"type":48,"value":672}," for encryption options and commands.",{"type":42,"tag":51,"props":674,"children":675},{},[676],{"type":42,"tag":83,"props":677,"children":678},{},[679],{"type":48,"value":87},{"type":42,"tag":89,"props":681,"children":682},{},[683,688,701,706,727],{"type":42,"tag":93,"props":684,"children":685},{},[686],{"type":48,"value":687},"You MUST default to SSE-S3 with S3 Bucket Keys and SSE-C blocked unless the user explicitly requests KMS",{"type":42,"tag":93,"props":689,"children":690},{},[691,693,699],{"type":48,"value":692},"When using SSE-KMS, you MUST use a customer managed key — NEVER the AWS managed ",{"type":42,"tag":104,"props":694,"children":696},{"className":695},[],[697],{"type":48,"value":698},"aws\u002Fs3",{"type":48,"value":700}," key",{"type":42,"tag":93,"props":702,"children":703},{},[704],{"type":48,"value":705},"You MUST specify customer-managed KMS keys by full ARN, not alias",{"type":42,"tag":93,"props":707,"children":708},{},[709,711,717,719,725],{"type":48,"value":710},"You MUST include ",{"type":42,"tag":104,"props":712,"children":714},{"className":713},[],[715],{"type":48,"value":716},"BucketKeyEnabled: true",{"type":48,"value":718}," and ",{"type":42,"tag":104,"props":720,"children":722},{"className":721},[],[723],{"type":48,"value":724},"BlockedEncryptionTypes: [SSE-C]",{"type":48,"value":726}," in all configurations",{"type":42,"tag":93,"props":728,"children":729},{},[730,735,737,742,744,750],{"type":42,"tag":83,"props":731,"children":732},{},[733],{"type":48,"value":734},"Note",{"type":48,"value":736},": The S3 API accepts ",{"type":42,"tag":104,"props":738,"children":740},{"className":739},[],[741],{"type":48,"value":698},{"type":48,"value":743}," and aliases without error — agent-enforced constraints. Verify with ",{"type":42,"tag":104,"props":745,"children":747},{"className":746},[],[748],{"type":48,"value":749},"get-bucket-encryption",{"type":48,"value":751}," after applying.",{"type":42,"tag":68,"props":753,"children":755},{"id":754},"_6-workflow-e-enable-monitoring",[756],{"type":48,"value":757},"6. Workflow E — Enable Monitoring",{"type":42,"tag":51,"props":759,"children":760},{},[761,762,766],{"type":48,"value":114},{"type":42,"tag":116,"props":763,"children":764},{"href":373},[765],{"type":48,"value":373},{"type":48,"value":377},{"type":42,"tag":51,"props":768,"children":769},{},[770],{"type":42,"tag":83,"props":771,"children":772},{},[773],{"type":48,"value":87},{"type":42,"tag":89,"props":775,"children":776},{},[777,782,787],{"type":42,"tag":93,"props":778,"children":779},{},[780],{"type":48,"value":781},"You MUST check whether a GuardDuty detector already exists before creating one",{"type":42,"tag":93,"props":783,"children":784},{},[785],{"type":48,"value":786},"You MUST use the trail's home region (not the bucket's region) for CloudTrail commands",{"type":42,"tag":93,"props":788,"children":789},{},[790],{"type":48,"value":791},"You SHOULD enable all four core recommended AWS Config rules",{"type":42,"tag":43,"props":793,"children":795},{"id":794},"troubleshooting",[796],{"type":48,"value":797},"Troubleshooting",{"type":42,"tag":51,"props":799,"children":800},{},[801,810],{"type":42,"tag":83,"props":802,"children":803},{},[804],{"type":42,"tag":104,"props":805,"children":807},{"className":806},[],[808],{"type":48,"value":809},"ObjectLockConfigurationNotFoundError",{"type":48,"value":811}," — Object Lock is not enabled. Treat as NOT CONFIGURED, not a failure.",{"type":42,"tag":51,"props":813,"children":814},{},[815,826,828,833],{"type":42,"tag":83,"props":816,"children":817},{},[818,824],{"type":42,"tag":104,"props":819,"children":821},{"className":820},[],[822],{"type":48,"value":823},"AccessDenied",{"type":48,"value":825}," on audit commands",{"type":48,"value":827}," — Check IAM policy, bucket policy, Block Public Access, VPC endpoint policy, and SCPs\u002FRCPs. Use ",{"type":42,"tag":104,"props":829,"children":831},{"className":830},[],[832],{"type":48,"value":257},{"type":48,"value":834}," to diagnose.",{"type":42,"tag":51,"props":836,"children":837},{},[838,848,850,854],{"type":42,"tag":83,"props":839,"children":840},{},[841,846],{"type":42,"tag":104,"props":842,"children":844},{"className":843},[],[845],{"type":48,"value":281},{"type":48,"value":847}," silently removes existing statements",{"type":48,"value":849}," — See ",{"type":42,"tag":116,"props":851,"children":852},{"href":551},[853],{"type":48,"value":554},{"type":48,"value":855},".",{"type":42,"tag":51,"props":857,"children":858},{},[859,870,872,878,880,886],{"type":42,"tag":83,"props":860,"children":861},{},[862,864],{"type":48,"value":863},"GuardDuty ",{"type":42,"tag":104,"props":865,"children":867},{"className":866},[],[868],{"type":48,"value":869},"BadRequestException: detector already exists",{"type":48,"value":871}," — Run ",{"type":42,"tag":104,"props":873,"children":875},{"className":874},[],[876],{"type":48,"value":877},"aws guardduty list-detectors",{"type":48,"value":879}," first; only call ",{"type":42,"tag":104,"props":881,"children":883},{"className":882},[],[884],{"type":48,"value":885},"create-detector",{"type":48,"value":887}," if empty.",{"type":42,"tag":51,"props":889,"children":890},{},[891,896,898,904,906,912],{"type":42,"tag":83,"props":892,"children":893},{},[894],{"type":48,"value":895},"CloudTrail changes not taking effect",{"type":48,"value":897}," — Verify you are using ",{"type":42,"tag":104,"props":899,"children":901},{"className":900},[],[902],{"type":48,"value":903},"--region \u003Ctrail-home-region>",{"type":48,"value":905},", not the bucket's region. Find it with ",{"type":42,"tag":104,"props":907,"children":909},{"className":908},[],[910],{"type":48,"value":911},"aws cloudtrail describe-trails --query 'trailList[*].[Name,HomeRegion]'",{"type":48,"value":855},{"type":42,"tag":43,"props":914,"children":916},{"id":915},"additional-resources",[917],{"type":48,"value":918},"Additional Resources",{"type":42,"tag":89,"props":920,"children":921},{},[922,931,940,949,958,967,978],{"type":42,"tag":93,"props":923,"children":924},{},[925,929],{"type":42,"tag":116,"props":926,"children":927},{"href":118},[928],{"type":48,"value":118},{"type":48,"value":930}," — IAM permissions by workflow",{"type":42,"tag":93,"props":932,"children":933},{},[934,938],{"type":42,"tag":116,"props":935,"children":936},{"href":574},[937],{"type":48,"value":574},{"type":48,"value":939}," — Per-control checklist with severity and pass conditions",{"type":42,"tag":93,"props":941,"children":942},{},[943,947],{"type":42,"tag":116,"props":944,"children":945},{"href":668},[946],{"type":48,"value":668},{"type":48,"value":948}," — Encryption options, KMS guidance, SSE-C blocking",{"type":42,"tag":93,"props":950,"children":951},{},[952,956],{"type":42,"tag":116,"props":953,"children":954},{"href":621},[955],{"type":48,"value":621},{"type":48,"value":957}," — Fix commands for common findings",{"type":42,"tag":93,"props":959,"children":960},{},[961,965],{"type":42,"tag":116,"props":962,"children":963},{"href":373},[964],{"type":48,"value":373},{"type":48,"value":966}," — Full CLI command sequences for Workflows A and E",{"type":42,"tag":93,"props":968,"children":969},{},[970],{"type":42,"tag":116,"props":971,"children":975},{"href":972,"rel":973},"https:\u002F\u002Fdocs.aws.amazon.com\u002FAmazonS3\u002Flatest\u002Fuserguide\u002Fsecurity-best-practices.html",[974],"nofollow",[976],{"type":48,"value":977},"AWS S3 Security Best Practices",{"type":42,"tag":93,"props":979,"children":980},{},[981],{"type":42,"tag":116,"props":982,"children":985},{"href":983,"rel":984},"https:\u002F\u002Fdocs.aws.amazon.com\u002Fwellarchitected\u002Flatest\u002Fsecurity-pillar\u002Fwelcome.html",[974],[986],{"type":48,"value":987},"AWS Well-Architected Security Pillar",{"items":989,"total":1158},[990,1007,1022,1037,1052,1062,1075,1091,1108,1121,1133,1148],{"slug":991,"name":991,"fn":992,"description":993,"org":994,"tags":995,"stars":24,"repoUrl":25,"updatedAt":1006},"agents-build","add capabilities to existing agent projects","Use when adding capabilities to an existing agent project — memory, app integration, VPC, multi-agent, migration, model changes, browser, code interpreter, or resource removal. Triggers on: \"add memory\", \"remember across sessions\", \"call agent from app\", \"invoke agent from code\", \"auth to call agent\", \"streaming responses\", \"VPC\", \"VPC connectivity\", \"VPC error\", \"can't reach from VPC\", \"multi-agent\", \"A2A\", \"A2A auth\", \"orchestrator not delegating\", \"specialist not called\", \"migrate Bedrock Agent\", \"after import\", \"migration issue\", \"framework for migration\", \"change model\", \"browser tool\", \"code interpreter\", \"delete agent\", \"tear down\", \"agentcore remove\", \"cross-account memory\", \"resource-based policy on memory\", \"pay for x402 content\", \"402 Payment Required\", \"microtransactions\", \"paid API or tool\". Not for connecting to external APIs via Gateway — use agents-connect. Not for scaffolding a new project — use agents-get-started. Not for CLI\u002Fdev server errors — use agents-debug. Strands vs LangGraph in a migration context routes here.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[996,999,1002,1003],{"name":997,"slug":998,"type":15},"Agents","agents",{"name":1000,"slug":1001,"type":15},"Automation","automation",{"name":23,"slug":8,"type":15},{"name":1004,"slug":1005,"type":15},"Engineering","engineering","2026-07-12T08:42:53.812877",{"slug":1008,"name":1008,"fn":1009,"description":1010,"org":1011,"tags":1012,"stars":24,"repoUrl":25,"updatedAt":1021},"agents-connect","connect agents to external services","Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies. Handles gateway setup, target types, outbound auth (OAuth, API key, IAM), credentials, and Cedar policy authoring. Triggers on: \"connect to API\", \"add gateway\", \"connect to MCP server\", \"Lambda tools\", \"OpenAPI\", \"gateway target\", \"Cedar policy\", \"restrict tools\", \"policy engine\", \"gateway auth error\", \"store API key\", \"outbound credential\", \"env var API key\", \"API key None after deploy\", \"credential not available after deploy\", \"should this be a gateway target\", \"give my agent tools\", \"add tools to agent\". Not for inbound auth (who can call your agent) — use agents-harden. Not for debugging agent behavior — use agents-debug. Not for VPC networking errors (agent can't reach APIs due to VPC) — use agents-build. Not for creating or hosting a new MCP server project — use agents-get-started.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1013,1014,1017,1020],{"name":997,"slug":998,"type":15},{"name":1015,"slug":1016,"type":15},"API Development","api-development",{"name":1018,"slug":1019,"type":15},"Authentication","authentication",{"name":23,"slug":8,"type":15},"2026-07-16T06:00:38.866147",{"slug":1023,"name":1023,"fn":1024,"description":1025,"org":1026,"tags":1027,"stars":24,"repoUrl":25,"updatedAt":1036},"agents-debug","debug agent and environment issues","Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. Reads traces and logs to diagnose root causes. Also checks prerequisites when the CLI itself isn't working. Triggers on: \"agent not working\", \"wrong answer\", \"agent error\", \"tool call failing\", \"debug agent\", \"check logs\", \"read traces\", \"broken\", \"500 error\", \"424 error\", \"model access denied\", \"command not found\", \"stuck in DELETING\", \"maxVms exceeded\", \"cold start diagnosis\", \"cold start slow\", \"agentcore create error\", \"create failed\", \"exit code 7\", \"connection refused local dev\". Not for deploy failures — use agents-deploy. Not for performance tuning without errors — use agents-optimize. Not for VPC configuration — use agents-build. Not for observability setup or missing logs — use agents-optimize.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1028,1029,1030,1033],{"name":997,"slug":998,"type":15},{"name":23,"slug":8,"type":15},{"name":1031,"slug":1032,"type":15},"Debugging","debugging",{"name":1034,"slug":1035,"type":15},"Observability","observability","2026-07-16T06:00:44.679093",{"slug":1038,"name":1038,"fn":1039,"description":1040,"org":1041,"tags":1042,"stars":24,"repoUrl":25,"updatedAt":1051},"agents-deploy","deploy AI agents to AWS","Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK\u002FIAM\u002Fquota error diagnosis, version management, rollback, and canary deployments. Triggers on: \"deploy my agent\", \"agentcore deploy\", \"deploy failed\", \"CDK error\", \"rollback\", \"canary deploy\", \"pin version\", \"redeploy\", \"deploy stuck\". Not for production hardening — use agents-harden. Not for adding capabilities before deploy — use agents-build or agents-connect. Not for VPC configuration errors — use agents-build.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1043,1044,1045,1048],{"name":997,"slug":998,"type":15},{"name":23,"slug":8,"type":15},{"name":1046,"slug":1047,"type":15},"CI\u002FCD","ci-cd",{"name":1049,"slug":1050,"type":15},"Deployment","deployment","2026-07-12T08:42:55.059577",{"slug":1053,"name":1053,"fn":1054,"description":1055,"org":1056,"tags":1057,"stars":24,"repoUrl":25,"updatedAt":1061},"agents-get-started","scaffold and deploy new agent projects","Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, project scaffolding, first deploy, and first invocation. Triggers on: \"build an agent\", \"create an agent\", \"get started\", \"new project\", \"agentcore create\", \"which framework\", \"Strands vs LangGraph\", \"hello world agent\", \"first agent\", \"create MCP server\", \"host MCP server\", \"agentcore dev\", \"dev server\", \"what port\", \"local development\". Not for adding capabilities to existing projects — use agents-build or agents-connect. Strands vs LangGraph in a migration context routes to agents-build, not here. Connecting to an existing MCP server routes to agents-connect, not here.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1058,1059,1060],{"name":997,"slug":998,"type":15},{"name":23,"slug":8,"type":15},{"name":1049,"slug":1050,"type":15},"2026-07-12T08:42:51.963247",{"slug":1063,"name":1063,"fn":1064,"description":1065,"org":1066,"tags":1067,"stars":24,"repoUrl":25,"updatedAt":1074},"agents-harden","harden agents for production","Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization, session lifecycle, rate limiting, input validation, and quota guidance. Triggers on: \"production checklist\", \"harden agent\", \"production ready\", \"secure agent\", \"inbound auth\", \"going live\", \"cold start optimization\", \"session lifecycle\", \"StopRuntimeSession\", \"quota\", \"throttling\", \"maxVms\", \"rate limit\", \"security audit of outbound API calls\", \"gateway target audit for production\", \"restrict who can call\", \"lock down endpoint\", \"only our app can call\". Not for Cedar tool-restriction policies — use agents-connect. Not for quality measurement — use agents-optimize. Not for outbound credential storage or API key wiring — use agents-connect. Not for A2A agent-to-agent auth — use agents-build. Cold start observation and diagnosis (not optimization) routes to agents-debug.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1068,1069,1070,1073],{"name":997,"slug":998,"type":15},{"name":23,"slug":8,"type":15},{"name":1071,"slug":1072,"type":15},"Best Practices","best-practices",{"name":13,"slug":14,"type":15},"2026-07-16T06:00:42.174705",{"slug":1076,"name":1076,"fn":1077,"description":1078,"org":1079,"tags":1080,"stars":24,"repoUrl":25,"updatedAt":1090},"agents-optimize","optimize agent quality and performance","Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI\u002FCD quality gates, observability, or cost optimization. Triggers on: \"evaluate my agent\", \"add evaluator\", \"measure quality\", \"quality gate\", \"run evals\", \"agent too slow\", \"why is it slow\", \"reduce latency\", \"set up observability\", \"CloudWatch dashboard\", \"how much does my agent cost\", \"cost optimization\", \"logs not showing up\", \"logs missing\", \"spans not found\", \"eval failing\", \"eval error\", \"dev traces\", \"local traces\", \"agentcore dev traces\", \"traces to CloudWatch\". Not for debugging errors or crashes — use agents-debug. Slow but correct routes here; broken routes to debug.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1081,1082,1083,1086,1087],{"name":997,"slug":998,"type":15},{"name":23,"slug":8,"type":15},{"name":1084,"slug":1085,"type":15},"Evals","evals",{"name":1034,"slug":1035,"type":15},{"name":1088,"slug":1089,"type":15},"Performance","performance","2026-07-12T08:42:56.488105",{"slug":1092,"name":1092,"fn":1093,"description":1094,"org":1095,"tags":1096,"stars":24,"repoUrl":25,"updatedAt":1107},"amazon-aurora-mysql","manage Amazon Aurora MySQL clusters","Amazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL-compatible engine, Aurora serverless, parallel query). Trigger for Aurora MySQL cluster operations, ACU sizing, I\u002FO-Optimized storage, commitment pricing, or MySQL upgrade planning. Aurora MySQL uses full (VPC-based) configuration — express configuration is PostgreSQL-only. For Aurora PostgreSQL, use amazon-aurora-postgresql instead. Contains safety guardrails and response templates that override defaults.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1097,1098,1101,1104],{"name":23,"slug":8,"type":15},{"name":1099,"slug":1100,"type":15},"Database","database",{"name":1102,"slug":1103,"type":15},"MySQL","mysql",{"name":1105,"slug":1106,"type":15},"Serverless","serverless","2026-07-12T08:43:13.27939",{"slug":1109,"name":1109,"fn":1110,"description":1111,"org":1112,"tags":1113,"stars":24,"repoUrl":25,"updatedAt":1120},"amazon-aurora-postgresql","configure Amazon Aurora PostgreSQL clusters","Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-compatible engine, Aurora serverless, express configuration, pgvector, Babelfish). Trigger for Aurora PostgreSQL cluster operations, express-configuration quick-start, ACU sizing, I\u002FO-Optimized storage, commitment pricing, or PostgreSQL upgrade planning. For Aurora MySQL, use amazon-aurora-mysql instead. Contains safety guardrails, express-first routing, and response templates that override defaults.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1114,1115,1116,1119],{"name":23,"slug":8,"type":15},{"name":1099,"slug":1100,"type":15},{"name":1117,"slug":1118,"type":15},"PostgreSQL","postgresql",{"name":1105,"slug":1106,"type":15},"2026-07-16T06:00:34.789624",{"slug":1122,"name":1122,"fn":1123,"description":1124,"org":1125,"tags":1126,"stars":24,"repoUrl":25,"updatedAt":1132},"amazon-bedrock","build generative AI apps with Amazon Bedrock","Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardrails, and AgentCore. Use when invoking models, setting up Knowledge Bases, creating agents, applying guardrails, deploying to AgentCore, migrating\u002Fporting\u002Fconverting a Bedrock Agent (including inline agents) to an AgentCore Harness, troubleshooting Bedrock errors (ThrottlingException, AccessDeniedException), or choosing models (Claude, Llama, Nova, Titan). ALSO USE for prompt caching setup and debugging, quota health checks and throttling diagnosis, cost attribution and tracking, migrating between Claude model generations (4.5 to 4.6 to 4.7), chunking strategies, API selection (Converse vs InvokeModel), guardrail capabilities, and model selection. Also covers AgentCore Payments setup (x402, microtransactions, Payment Manager, Connector, Instrument, Coinbase CDP, Stripe Privy, 402 Payment Required, pay for content, paid endpoint, agent payments). NOT for custom model training, Rekognition, or Comprehend.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1127,1128,1129],{"name":997,"slug":998,"type":15},{"name":23,"slug":8,"type":15},{"name":1130,"slug":1131,"type":15},"LLM","llm","2026-07-25T05:30:35.20899",{"slug":1134,"name":1134,"fn":1135,"description":1136,"org":1137,"tags":1138,"stars":24,"repoUrl":25,"updatedAt":1147},"amazon-documentdb","manage Amazon DocumentDB clusters","Manages Amazon DocumentDB end-to-end — serverless-on-8.0 cluster setup, TLS\u002FVPC\u002Fdriver config, flexible-schema and vector-search data modeling, MongoDB compatibility assessment, DMS-based migration, slow-query diagnosis, major version upgrades (4.0→5.0→8.0), Well-Architected reviews (41-check wa_review.py), cost estimation, and security hardening. Retrieve for every DocumentDB question and when the user asks to set up or migrate MongoDB to AWS — DocumentDB is AWS's MongoDB-compatible managed database. Triggers: JSON document store, document database, MongoDB on AWS, Nested fields, Lambda cannot connect, TLS handshake, VPC port 27017, IAM auth, Secrets Manager, encryption at rest, $graphLookup, flexible schema, COLLSCAN, compound index, DMS migration, CDC cutover, $vectorSearch, RAG, Global Clusters, DR replication, cost sizing, audit, health check, production-readiness.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1139,1140,1141,1144],{"name":23,"slug":8,"type":15},{"name":1099,"slug":1100,"type":15},{"name":1142,"slug":1143,"type":15},"MongoDB","mongodb",{"name":1145,"slug":1146,"type":15},"NoSQL","nosql","2026-07-12T08:43:00.455878",{"slug":1149,"name":1149,"fn":1150,"description":1151,"org":1152,"tags":1153,"stars":24,"repoUrl":25,"updatedAt":1157},"amazon-dynamodb","design and debug DynamoDB data layers","Designs, reviews, and debugs DynamoDB data layers from design axioms — enumerates access patterns, chooses partition\u002Fsort keys and GSIs, decides single-table vs. multi-table, configures Streams, Global Tables, TTL, and zero-ETL integrations to OpenSearch\u002FRedshift\u002FSageMaker Lakehouse, and produces a defensible data-layer design with a monthly cost estimate and optional live validation. Applies whenever a user is designing, reviewing, or refactoring anything backed by DynamoDB — schemas, access patterns, GSIs, single- vs. multi-table choices, Streams consumers, transactional outboxes, Global Tables, zero-ETL pipelines — even when they don't say \"axioms\" or \"design review.\" Also applies when debugging hot partitions, throttling, unbounded Scans, LWW conflicts, or surprise bills on DynamoDB workloads.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1154,1155,1156],{"name":23,"slug":8,"type":15},{"name":1099,"slug":1100,"type":15},{"name":1145,"slug":1146,"type":15},"2026-07-16T06:00:37.690386",115,{"items":1160,"total":1210},[1161,1168,1175,1182,1189,1195,1202],{"slug":991,"name":991,"fn":992,"description":993,"org":1162,"tags":1163,"stars":24,"repoUrl":25,"updatedAt":1006},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1164,1165,1166,1167],{"name":997,"slug":998,"type":15},{"name":1000,"slug":1001,"type":15},{"name":23,"slug":8,"type":15},{"name":1004,"slug":1005,"type":15},{"slug":1008,"name":1008,"fn":1009,"description":1010,"org":1169,"tags":1170,"stars":24,"repoUrl":25,"updatedAt":1021},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1171,1172,1173,1174],{"name":997,"slug":998,"type":15},{"name":1015,"slug":1016,"type":15},{"name":1018,"slug":1019,"type":15},{"name":23,"slug":8,"type":15},{"slug":1023,"name":1023,"fn":1024,"description":1025,"org":1176,"tags":1177,"stars":24,"repoUrl":25,"updatedAt":1036},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1178,1179,1180,1181],{"name":997,"slug":998,"type":15},{"name":23,"slug":8,"type":15},{"name":1031,"slug":1032,"type":15},{"name":1034,"slug":1035,"type":15},{"slug":1038,"name":1038,"fn":1039,"description":1040,"org":1183,"tags":1184,"stars":24,"repoUrl":25,"updatedAt":1051},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1185,1186,1187,1188],{"name":997,"slug":998,"type":15},{"name":23,"slug":8,"type":15},{"name":1046,"slug":1047,"type":15},{"name":1049,"slug":1050,"type":15},{"slug":1053,"name":1053,"fn":1054,"description":1055,"org":1190,"tags":1191,"stars":24,"repoUrl":25,"updatedAt":1061},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1192,1193,1194],{"name":997,"slug":998,"type":15},{"name":23,"slug":8,"type":15},{"name":1049,"slug":1050,"type":15},{"slug":1063,"name":1063,"fn":1064,"description":1065,"org":1196,"tags":1197,"stars":24,"repoUrl":25,"updatedAt":1074},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1198,1199,1200,1201],{"name":997,"slug":998,"type":15},{"name":23,"slug":8,"type":15},{"name":1071,"slug":1072,"type":15},{"name":13,"slug":14,"type":15},{"slug":1076,"name":1076,"fn":1077,"description":1078,"org":1203,"tags":1204,"stars":24,"repoUrl":25,"updatedAt":1090},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1205,1206,1207,1208,1209],{"name":997,"slug":998,"type":15},{"name":23,"slug":8,"type":15},{"name":1084,"slug":1085,"type":15},{"name":1034,"slug":1035,"type":15},{"name":1088,"slug":1089,"type":15},114]