Skill
launch-with-aws
Migrates vibe-coded web applications to AWS. Handles the full workflow from analysis through migration to deployment, producing deployable AWS Blocks infrastructure code. Supports full-stack apps built with vibe-coding platforms (Lovable, Bolt.new, Replit) and frontend web applications and websites: React, Vue, Angular, Next.js, Nuxt, Astro, SvelteKit, Gatsby, Vite, Svelte, Solid, Docusaurus, and others (static sites, SPAs, and SSR frameworks with static export). Triggers on: launch with AWS, launch on AWS, deploy to AWS, migrate to AWS, host my app on AWS, move my app to AWS, transfer my app to AWS. Activates when the user wants to migrate a vibe-coded app or frontend web app to AWS, even if they don't say 'migrate' explicitly.
○ declared by the publisher, as-isSafety
Safety · gatev5 · = 2cb0fa1 · assessed 1w ago
F15 severity-bearing · 1 informational
Graded from 15 severity-bearing findings on this release.
A gate; it passes or fails, never weighed against price or quality.
Reliability & Quality
n/a
Reliability & Qualityv5 · = 2cb0fa1 · assessed 1w ago
n/anot yet graded
Rows exist, but none carries a severity; no grade has been earned yet.
Findings with severity, graded on the same letter scale as safety.
Cost
n/a
Costv5 · = 2cb0fa1 · assessed 1w ago
n/anot assessed
Not assessed; no producer has emitted into this category. An absence, not a zero.
Declared external service dependencies. Never a monetary figure.
not assessed
Popularity
380
Popularity · not a figurev5 · = 2cb0fa1 · assessed 1w ago
380Forks
Read off the linked repository, not off this record. It carries no verdict and enters no grade.
Context read off the linked repository. It enters no ranking and no grade.
Performance tested for◌ not assessed
no controlled task evaluation on this release
Vettd Note
No Vettd note yet for this asset.
Best for
Not for
Re-assessed 1w ago · 6 of 7 categories assessed
Record lookup
◌ Vettd does not install assets; this record describes a copy you obtain yourself.
Custody chainSource ↗○ linked, not verified by Vettd
aws ◐aws/agent-toolkit-for-aws ○v5 = 2cb0fa1 ◐ sha256:6ed1…fdbc ◐ signature △ not assessedApache-2.0 ○record 969cfcec-6198-4a03-80ad-6150d5c836ea · live
Evidence · 6 of 7 categories · 41 signals · 8 soft spots
Where the record is weakest: 8 soft spots
Ranked worst first.
1PyPI credential file accessCriticalSafety · critical · VTD-0008
Detected in scripts/archive.py:88 — `".pypirc",`
2netrc credential file accessCriticalSafety · critical · VTD-0012
Detected in scripts/archive.py:87 — `".netrc",`
3Cloud credential file accessCriticalSafety · critical · VTD-0005
Detected in scripts/launch_config.py:312 — `"""Return the AWS region from AWS_REGION, AWS_DEFAULT_REGION, or ~/.aws/config.`
Ranked 4–8: Direct socket connection to external server, Active instruction acquires and executes remote content, Infinite loop without clear exit condition, Infinite loop without clear exit condition, Interactive prompts detected
The soft spots and their evidence are identical when you are signed in.sign in
Safety● gradedFmost recent 1w ago18 signals · 7 soft spots
how it was established18 signals · 2 sources · scan
show
PyPI credential file accessflaggedsoft spot 1Detected in scripts/archive.py:88 — `".pypirc",`vettd · scan · 1wCritical
netrc credential file accessflaggedsoft spot 2Detected in scripts/archive.py:87 — `".netrc",`vettd · scan · 1wCritical
Cloud credential file accessflaggedsoft spot 3Detected in scripts/launch_config.py:312 — `"""Return the AWS region from AWS_REGION, AWS_DEFAULT_REGION, or ~/.aws/config.`vettd · scan · 1wCritical
Direct socket connection to external serverflaggedsoft spot 4scripts/launch_config.py:151 — Pattern detected: socket.getaddrinfo(cisco · scan · 1wCritical
Active instruction acquires and executes remote contentflaggedsoft spot 5SKILL.md:24 — SKILL.md contains an operative statement that explicitly coordinates remote content acquisition with execution.cisco · scan · 1wHigh
Infinite loop without clear exit conditionflaggedsoft spot 6scripts/archive.py:215 — Pattern detected: while True:cisco · scan · 1wHigh
Infinite loop without clear exit conditionflaggedsoft spot 7scripts/archive.py:450 — Pattern detected: while True:cisco · scan · 1wHigh
References external URL — review for indirect prompt injection riskflaggedExternal URL(s) detected in SKILL.md — referenced content can change after auditvettd · scan · 1wMedium
Undeclared network usageflaggedSKILL.md — Skill code uses network libraries but doesn't declare network requirementcisco · scan · 1wMedium
Outbound network request primitives that can transmit data externallyflaggedscripts/archive.py:476 — Pattern detected: urllib.request.Request(cisco · scan · 1wMedium
Outbound network request primitives that can transmit data externallyflaggedscripts/launch_api_client.py:199 — Pattern detected: urllib.request.Request(cisco · scan · 1wMedium
Sensitive source reaches a network sinkflaggedscripts/launch_api_client.py:206 — Correlated sensitive_environment → network behavior across scripts/launch_api_client.py, scripts/launch_config.py, scripts/launch_with_aws.py.cisco · scan · 1wMedium
Outbound network request primitives that can transmit data externallyflaggedscripts/launch_api_client.py:206 — Pattern detected: urllib.request.urlopen(cisco · scan · 1wMedium
Script contacts a destination the documentation never mentionsflaggedscripts/archive.py:101 — Script contacts or configures 'github' but the skill documentation never visibly mentions it. Undocumented network destinations can indicate behaviour the manifest and description do not disclose.cisco · scan · 1wLow
Script contacts a destination the documentation never mentionsflaggedscripts/launch_config.py:47 — Script contacts or configures 'view.awsapps.com' but the skill documentation never visibly mentions it. Undocumented network destinations can indicate behaviour the manifest and description do not disclose.cisco · scan · 1wLow
Skill does not specify a licenseflaggedSKILL.md — Skill manifest does not include a 'license' field. Specifying a license helps users understand usage terms.cisco · scan · 1wInfo
behavioral scan passednothing foundNo prompt-injection or jailbreak signals were detected.vettd · scan · 1wnothing found
Name validation passednothing foundThe declared skill name follows the supported naming rules.vettd · scan · 1wnothing found
Reliability & Quality● gradednot yet gradedmost recent 1w ago7 signals
how it was established7 signals · vettd · scan
show
Internal reference resolution completednothing foundAll body-referenced paths under references/, scripts/, and assets/ resolved in the bundle.vettd · scan · 1wnothing found
Checklist patternreadvettd · scan · 1wabsent
Description usage contextreadvettd · scan · 1wpresent
Examplesreadvettd · scan · 1wpresent
Gotchas sectionreadvettd · scan · 1wabsent
Step-by-step workflowreadvettd · scan · 1wpresent
Validation loopreadvettd · scan · 1wabsent
Performance● measured1 measuredmost recent 1w ago2 signals
how it was establishedtiktoken/cl100k_base/skill-md-body · 2 signals · vettd · scan
show
Progressive disclosurereadvettd · scan · 1wpresent
Static context tokensmeasuredvettd · scan · 1w3040
Cost◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into cost for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Compatibility◌ unjudgednot judgedmost recent 1w ago5 signals · 1 soft spot
how it was established5 signals · vettd · scan
show
Interactive prompts detectedflaggedsoft spot 8Agents run in non-interactive shells — replace prompts with CLI flags or stdinvettd · scan · 1wHigh
CLI helpreadvettd · scan · 1wpresent
Declared environment assumptionsreadvettd · scan · 1w
Declared skill namereadvettd · scan · 1wlaunch-with-aws
Structured outputreadvettd · scan · 1wpresent
Popularity◇ context onlynot judgedmost recent today5 signals
how it was establishedgithub-repo-object · 5 signals · github-api · research
show
Forksmeasuredgithub-api · research · today380
Days since last commitmeasuredgithub-api · research · today0 days
Open issuesmeasuredgithub-api · research · today57
Starsmeasuredgithub-api · research · today2919
Watchersmeasuredgithub-api · research · today24
Characteristics◇ context onlynot judgedmost recent today4 signals
how it was establishedbundle-extension-share · 4 signals · 2 sources · research/scan
show
Declared licensereadvettd · scan · 1w
Primary bundle languageobservedvettd · scan · 1w · conf mediumPython
Repository linkreadvettd · scan · 1wabsent
Archivedreadgithub-api · research · todayfalse
Coverage6 of 7 categories assessed · shown
Safety
✓ assessed
behavioral scan passed · Name validation passed
Reliability & Quality
✓ assessed
Internal reference resolution completed
Performance
✓ assessed
2 signals recorded
Cost
△ not assessed
no producer has emitted for this category
Compatibility
✓ assessed
5 signals recorded
Popularity
✓ assessed
5 signals recorded
Characteristics
✓ assessed
4 signals recorded
Freshness & re-evaluation
assessed1w ago · Cisco AI Defense · Vettd core● current
source stateThe source matches what was scanned. No changes detected.Up to date
re-check policyre-checked against the upstream source on the scheduler's cadencenext check in 6h
re-run whena new release ships, the upstream source changes, or the scanner ruleset is revisedauto-scheduled
Limitations & open conflicts
limitationCost is not assessed: behaviour there is unmeasured, not clean△ gap
limitationReliability & Quality carries rows but no severity-bearing one: nothing has been graded there△ gap
conflictno two sources report the same quantity on this record
Verify: does this record describe your copy?
What record 969cfcec-6198-4a03-80ad-6150d5c836ea covers
scannerv11● current
validityassessed 1w ago · Up to date
this record was taken at digest sha256:6ed18446b13f… compare it against the digest your own scan prints
Reproduce: re-run the evidence yourself
runs the same scanners against your own copy; the published record is never overwritten
How this record comparesagainst other published records · full comparison →
Signal kinds
▲ finding: something to act on, carries a severity● measurement: a reproducible quantityƒ estimate: inferred from a sample▪ fact: read directly off the artifact◆ classification: assigned from a taxonomy◌ nothing found: a producer looked and emitted no object◇ context only: described, never graded
Custody marks◐ computed by vettd○ declared by the publisher, as-is△ not assessed: nothing looked