Crawler Summary

mastering-aws-cli answer-first brief

AWS CLI v2 quick-reference for experienced developers. Covers compute (Lambda, ECS, EKS), storage (S3, DynamoDB, Aurora), networking (VPC, SSM tunneling), security (IAM, Secrets Manager), and GitHub Actions CI/CD. Use when asked to "write aws commands", "debug aws access", "set up cross-account roles", "configure aws cli", "assume role", "S3 bucket operations", or "deploy to ECS". --- name: mastering-aws-cli description: | AWS CLI v2 quick-reference for experienced developers. Covers compute (Lambda, ECS, EKS), storage (S3, DynamoDB, Aurora), networking (VPC, SSM tunneling), security (IAM, Secrets Manager), and GitHub Actions CI/CD. Use when asked to "write aws commands", "debug aws access", "set up cross-account roles", "configure aws cli", "assume role", "S3 bucket operations", or "deploy to Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

mastering-aws-cli is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 80/100

mastering-aws-cli

AWS CLI v2 quick-reference for experienced developers. Covers compute (Lambda, ECS, EKS), storage (S3, DynamoDB, Aurora), networking (VPC, SSM tunneling), security (IAM, Secrets Manager), and GitHub Actions CI/CD. Use when asked to "write aws commands", "debug aws access", "set up cross-account roles", "configure aws cli", "assume role", "S3 bucket operations", or "deploy to ECS". --- name: mastering-aws-cli description: | AWS CLI v2 quick-reference for experienced developers. Covers compute (Lambda, ECS, EKS), storage (S3, DynamoDB, Aurora), networking (VPC, SSM tunneling), security (IAM, Secrets Manager), and GitHub Actions CI/CD. Use when asked to "write aws commands", "debug aws access", "set up cross-account roles", "configure aws cli", "assume role", "S3 bucket operations", or "deploy to

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals2 GitHub stars

Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/15/2026.

2 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Spillwavesolutions

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/15/2026.

Setup snapshot

git clone https://github.com/SpillwaveSolutions/mastering-aws-cli.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Spillwavesolutions

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Adoption (1)

Adoption signal

2 GitHub stars

profilemedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

# Verify installation and version
aws --version

# Interactive configuration
aws configure                    # Access keys + region + output format
aws configure sso               # IAM Identity Center (SSO) - recommended

# Verify identity
aws sts get-caller-identity     # Shows Account, UserId, ARN

# Enable auto-prompt for command discovery
aws dynamodb --cli-auto-prompt

bash

# See all waiter commands for a service
aws ec2 wait help

# Generate command skeleton (fill in the blanks)
aws lambda create-function --generate-cli-skeleton > create-fn.json

# Create CLI alias for common commands
aws configure set cli_alias.whoami "sts get-caller-identity"
aws whoami  # Now works!

# Disable pager for scripting
export AWS_PAGER=""

text

Need compute?
├── Serverless functions ────────────► Lambda (references/lambda.md)
├── Docker containers
│   ├── Managed orchestration ───────► ECS (references/ecs.md)
│   ├── Kubernetes ──────────────────► EKS (references/eks.md)
│   └── Container registry ──────────► ECR (references/ecr.md)
└── Virtual machines ────────────────► EC2 (use aws ec2 commands)

text

Need data storage?
├── Object/blob storage ─────────────► S3 (references/s3.md)
├── NoSQL (key-value/document) ──────► DynamoDB (references/dynamodb.md)
├── Relational SQL ──────────────────► Aurora/RDS (references/aurora.md)
├── Data catalog & ETL ──────────────► Glue (references/glue.md)
└── Data warehouse ──────────────────► Redshift (aws redshift commands)

text

Need streaming/messaging?
├── Kafka-compatible ────────────────► MSK (references/msk.md)
├── Real-time streams ───────────────► Kinesis (references/kinesis.md)
├── Message queues ──────────────────► SQS (aws sqs commands)
└── Pub/Sub notifications ───────────► SNS (aws sns commands)

text

Need security/access management?
├── Users, roles, policies ──────────► IAM (references/iam-security.md)
├── Secrets & credentials ───────────► Secrets Manager/SSM (references/private-parameters.md)
├── Private network access ──────────► VPC (references/vpc-networking.md)
└── Secure tunneling ────────────────► SSM/Bastion (references/bastion-tunneling.md)

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

AWS CLI v2 quick-reference for experienced developers. Covers compute (Lambda, ECS, EKS), storage (S3, DynamoDB, Aurora), networking (VPC, SSM tunneling), security (IAM, Secrets Manager), and GitHub Actions CI/CD. Use when asked to "write aws commands", "debug aws access", "set up cross-account roles", "configure aws cli", "assume role", "S3 bucket operations", or "deploy to ECS". --- name: mastering-aws-cli description: | AWS CLI v2 quick-reference for experienced developers. Covers compute (Lambda, ECS, EKS), storage (S3, DynamoDB, Aurora), networking (VPC, SSM tunneling), security (IAM, Secrets Manager), and GitHub Actions CI/CD. Use when asked to "write aws commands", "debug aws access", "set up cross-account roles", "configure aws cli", "assume role", "S3 bucket operations", or "deploy to

Full README

name: mastering-aws-cli description: | AWS CLI v2 quick-reference for experienced developers. Covers compute (Lambda, ECS, EKS), storage (S3, DynamoDB, Aurora), networking (VPC, SSM tunneling), security (IAM, Secrets Manager), and GitHub Actions CI/CD. Use when asked to "write aws commands", "debug aws access", "set up cross-account roles", "configure aws cli", "assume role", "S3 bucket operations", or "deploy to ECS". triggers:

  • aws cli
  • aws command line
  • aws commands
  • ec2
  • s3
  • lambda
  • iam
  • eks
  • ecs
  • ecr
  • dynamodb
  • rds
  • aurora
  • glue
  • msk
  • kinesis
  • ssm
  • secrets manager
  • parameter store
  • vpc
  • cloudwatch
  • sts
  • assume role
  • aws configure
  • aws sso
  • github actions aws
  • oidc aws
  • bastion
  • ssm tunnel
  • kubectl eks category: cloud-infrastructure license: MIT allowed-tools:
  • Read
  • Bash
  • WebFetch metadata: version: 2.1.0 author: Spillwave

AWS CLI v2 Quick Reference

A unified tool to manage AWS services from the terminal. This guide focuses on CLI v2 features, practical examples, and advanced patterns for experienced developers.

Quick Start

# Verify installation and version
aws --version

# Interactive configuration
aws configure                    # Access keys + region + output format
aws configure sso               # IAM Identity Center (SSO) - recommended

# Verify identity
aws sts get-caller-identity     # Shows Account, UserId, ARN

# Enable auto-prompt for command discovery
aws dynamodb --cli-auto-prompt

Power User Tips

# See all waiter commands for a service
aws ec2 wait help

# Generate command skeleton (fill in the blanks)
aws lambda create-function --generate-cli-skeleton > create-fn.json

# Create CLI alias for common commands
aws configure set cli_alias.whoami "sts get-caller-identity"
aws whoami  # Now works!

# Disable pager for scripting
export AWS_PAGER=""

See Advanced Patterns for JMESPath mastery and automation tricks.

Global Options

| Flag | Description | |:-----|:------------| | --profile NAME | Use named profile from ~/.aws/credentials | | --region REGION | Override default region (e.g., us-east-1) | | --output FORMAT | Output: json (default), text, table, yaml, yaml-stream | | --query EXPR | Filter output using JMESPath expressions | | --no-paginate | Disable auto-pagination (first page only) | | --dry-run | Check permissions without executing (EC2, etc.) | | --debug | Verbose HTTP/API debug logging | | --cli-auto-prompt | Interactive parameter completion | | --no-cli-pager | Disable output paging |

Decision Trees

Compute & Containers

Need compute?
├── Serverless functions ────────────► Lambda (references/lambda.md)
├── Docker containers
│   ├── Managed orchestration ───────► ECS (references/ecs.md)
│   ├── Kubernetes ──────────────────► EKS (references/eks.md)
│   └── Container registry ──────────► ECR (references/ecr.md)
└── Virtual machines ────────────────► EC2 (use aws ec2 commands)

Data & Storage

Need data storage?
├── Object/blob storage ─────────────► S3 (references/s3.md)
├── NoSQL (key-value/document) ──────► DynamoDB (references/dynamodb.md)
├── Relational SQL ──────────────────► Aurora/RDS (references/aurora.md)
├── Data catalog & ETL ──────────────► Glue (references/glue.md)
└── Data warehouse ──────────────────► Redshift (aws redshift commands)

Streaming & Messaging

Need streaming/messaging?
├── Kafka-compatible ────────────────► MSK (references/msk.md)
├── Real-time streams ───────────────► Kinesis (references/kinesis.md)
├── Message queues ──────────────────► SQS (aws sqs commands)
└── Pub/Sub notifications ───────────► SNS (aws sns commands)

Security & Access

Need security/access management?
├── Users, roles, policies ──────────► IAM (references/iam-security.md)
├── Secrets & credentials ───────────► Secrets Manager/SSM (references/private-parameters.md)
├── Private network access ──────────► VPC (references/vpc-networking.md)
└── Secure tunneling ────────────────► SSM/Bastion (references/bastion-tunneling.md)

Reference File Navigation

| Reference | Description | Key Triggers | |:----------|:------------|:-------------| | Setup | Installation, configuration, profiles, SSO | install, configure, sso, profile | | IAM & Security | Roles, policies, STS, MFA, cross-account | iam, role, policy, sts, assume-role | | Lambda | Functions, layers, aliases, URLs, events | lambda, serverless, function | | ECS | Clusters, tasks, services, Fargate | ecs, fargate, task, container | | EKS | Clusters, node groups, kubeconfig, IRSA | eks, kubernetes, kubectl, k8s | | ECR | Repositories, auth, scanning, lifecycle | ecr, docker, registry, image | | S3 | Buckets, objects, sync, presign, lifecycle | s3, bucket, upload, sync | | DynamoDB | Tables, items, queries, streams, backups | dynamodb, ddb, nosql | | Aurora/RDS | Clusters, serverless v2, cloning, blue-green | rds, aurora, mysql, postgresql | | Glue | Catalog, crawlers, ETL jobs, workflows | glue, etl, catalog, crawler | | MSK | Kafka clusters, serverless, configuration | msk, kafka, streaming | | Kinesis | Data streams, Firehose, consumers | kinesis, stream, firehose | | Secrets & Params | Parameter Store, Secrets Manager, rotation | ssm, secrets, parameter, rotation | | VPC & Networking | VPCs, subnets, security groups, endpoints | vpc, subnet, security-group, endpoint | | Bastion & Tunneling | SSM Session Manager, port forwarding | bastion, tunnel, ssm, ssh | | GitHub CI/CD | OIDC, GitHub Actions, CodeBuild | github, actions, oidc, cicd | | Advanced Patterns | JMESPath, waiters, skeletons, aliases | jmespath, query, waiter, alias |

Environment Variables

| Variable | Purpose | Example | |:---------|:--------|:--------| | AWS_ACCESS_KEY_ID | Access key for authentication | AKIAIOSFODNN7EXAMPLE | | AWS_SECRET_ACCESS_KEY | Secret key for authentication | wJalrXUtnFEMI/... | | AWS_SESSION_TOKEN | Session token (temporary credentials) | For STS assume-role | | AWS_PROFILE | Named profile to use | production | | AWS_REGION | AWS region for requests | us-west-2 | | AWS_DEFAULT_OUTPUT | Default output format | json, text, table | | AWS_PAGER | Pager program (empty to disable) | "" | | AWS_CONFIG_FILE | Custom config file path | ~/.aws/config | | AWS_SHARED_CREDENTIALS_FILE | Custom credentials file path | ~/.aws/credentials | | AWS_CA_BUNDLE | Custom CA certificate bundle | /path/to/cert.pem | | AWS_RETRY_MODE | Retry mode | standard, adaptive |

Credential Precedence

The CLI resolves credentials in this order (first match wins):

  1. Command-line options (--profile, explicit credentials)
  2. Environment variables (AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY)
  3. Web identity token (EKS IRSA, OIDC)
  4. SSO credentials (IAM Identity Center)
  5. Credentials file (~/.aws/credentials)
  6. Config file (~/.aws/config with credential_process)
  7. Container credentials (ECS task role)
  8. Instance metadata (EC2 instance profile, IMDSv2)

Common Patterns

Profile Switching

# Use specific profile for one command
aws s3 ls --profile production

# Set default profile for session
export AWS_PROFILE=production

# List configured profiles
aws configure list-profiles

Output Filtering with JMESPath

# Get specific fields
aws ec2 describe-instances \
    --query 'Reservations[*].Instances[*].[InstanceId,State.Name]' \
    --output table

# Filter running instances
aws ec2 describe-instances \
    --query 'Reservations[*].Instances[?State.Name==`running`].InstanceId' \
    --output text

Wait for Resource State

# Wait for instance to be running
aws ec2 wait instance-running --instance-ids i-1234567890abcdef0

# Wait for Lambda function update
aws lambda wait function-updated --function-name my-function

Best Practices

| Category | Recommendation | |:---------|:---------------| | Security | Use aws configure sso over long-lived access keys | | Security | Use IAM roles for compute (EC2/Lambda/ECS) instead of embedded keys | | Security | Enable MFA for sensitive operations | | Scripting | Use --output json or --output text for parsing | | Scripting | Use --query to filter data and reduce output | | Safety | Use --dry-run before destructive operations | | Performance | Use --page-size to control memory on large lists | | Regions | Explicitly set region in scripts to avoid surprises | | Cost | Use lifecycle policies (S3/ECR) for automatic cleanup | | Debugging | Use --debug to see raw HTTP requests/responses |

Common Errors Quick Reference

| Error | Cause | Fix | |:------|:------|:----| | ExpiredToken | Session credentials expired | Run aws sso login or aws sts get-session-token | | AccessDenied | Missing IAM permissions | Check IAM policy; use --debug to see required action | | InvalidClientTokenId | Invalid access key | Verify AWS_ACCESS_KEY_ID or run aws configure | | UnauthorizedAccess | Wrong region or account | Check --region flag and aws sts get-caller-identity | | ThrottlingException | API rate limit exceeded | Add retry logic with exponential backoff | | NoCredentialProviders | No credentials found | Check credential chain; run aws configure list |

For detailed troubleshooting, see Setup.

When Not to Use

  • AWS SDK code — For boto3, AWS SDK for JavaScript, etc., use programming documentation
  • CloudFormation/Terraform — This skill covers CLI commands, not IaC templates
  • Console UI steps — CLI-focused; use AWS documentation for console walkthroughs
  • Pricing/billing — Use AWS pricing calculator or Cost Explorer documentation

Quick Command Reference

# Identity & Access
aws sts get-caller-identity
# → {"Account": "123456789012", "UserId": "AIDAEXAMPLE", "Arn": "arn:aws:iam::123456789012:user/dev"}

aws sts assume-role --role-arn arn:aws:iam::123456789012:role/Admin --role-session-name mysession
# → {"Credentials": {"AccessKeyId": "ASIA...", "SecretAccessKey": "...", "SessionToken": "..."}}

# S3
aws s3 ls
# → 2024-01-15 bucket-name-1
# → 2024-02-20 bucket-name-2

aws s3 sync ./local s3://bucket/prefix --delete

# Lambda
aws lambda invoke --function-name fn response.json
# → {"StatusCode": 200, "ExecutedVersion": "$LATEST"}

aws lambda update-function-code --function-name fn --zip-file fileb://code.zip
# → {"FunctionName": "fn", "LastModified": "2024-12-28T...", "State": "Active"}

# ECS
aws ecs list-clusters
# → {"clusterArns": ["arn:aws:ecs:us-east-1:123456789012:cluster/prod"]}

aws ecs update-service --cluster prod --service api --force-new-deployment

# EKS
aws eks update-kubeconfig --name my-cluster
# → Added new context arn:aws:eks:us-east-1:123456789012:cluster/my-cluster

aws eks list-clusters
# → {"clusters": ["my-cluster", "dev-cluster"]}

# Secrets
aws secretsmanager get-secret-value --secret-id prod/api/key --query SecretString --output text
# → sk_live_xxxxxxxxxxxxx

aws ssm get-parameter --name /app/prod/db/host --with-decryption --query Parameter.Value --output text
# → db.example.com

# Debugging
aws ssm start-session --target i-0123456789abcdef0
# → Starting session with SessionId: user-0a1b2c3d4e5f67890

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/snapshot"
curl -s "https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/contract"
curl -s "https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:28:36.270Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Spillwavesolutions",
    "href": "https://github.com/SpillwaveSolutions/mastering-aws-cli",
    "sourceUrl": "https://github.com/SpillwaveSolutions/mastering-aws-cli",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T04:13:11.902Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T04:13:11.902Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "2 GitHub stars",
    "href": "https://github.com/SpillwaveSolutions/mastering-aws-cli",
    "sourceUrl": "https://github.com/SpillwaveSolutions/mastering-aws-cli",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T04:13:11.902Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/spillwavesolutions-mastering-aws-cli/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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