AionUi
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Crawler Summary
5-day learning portfolio: mastering AWS Bedrock AgentCore through 5 deployable content-ops and fan-care agents (LangChain, LangGraph, CrewAI). AgentCore Portfolio — Content Ops & Fan Care Five deployable agents, each showcasing a distinct AgentCore primitive cluster. All themed around content-ops and fan-care so they compose into one system by Day 5. Agents | # | Agent | Primitive cluster | Framework | Status | |---|---|---|---|---| | 01 | $1 | Runtime, structured output | LangChain | Day 1 | | 02 | $1 | Memory, RAG, state machines | LangGraph | Day 2 | | 0 Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
agentcore-portfolio is best for crewai, multi-agent workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB REPOS, runtime-metrics, public facts pack
5-day learning portfolio: mastering AWS Bedrock AgentCore through 5 deployable content-ops and fan-care agents (LangChain, LangGraph, CrewAI). AgentCore Portfolio — Content Ops & Fan Care Five deployable agents, each showcasing a distinct AgentCore primitive cluster. All themed around content-ops and fan-care so they compose into one system by Day 5. Agents | # | Agent | Primitive cluster | Framework | Status | |---|---|---|---|---| | 01 | $1 | Runtime, structured output | LangChain | Day 1 | | 02 | $1 | Memory, RAG, state machines | LangGraph | Day 2 | | 0
Public facts
4
Change events
1
Artifacts
0
Freshness
Oct 9, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Oct 9, 2026
Vendor
Anupam Dewan
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Setup snapshot
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Anupam Dewan
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
2
Snippets
0
Languages
python
bash
python -m venv .venv && source .venv/bin/activate pip install -r 01-content-tagger/requirements.txt npm install -g @aws/agentcore aws sts get-caller-identity # verify creds agentcore --version # verify CLI
bash
cd 02-fan-care-triage/fanCareTriage/agentcore # (or whichever day) cp aws-targets.json.template aws-targets.json cp agentcore.json.template agentcore.json # Day 2 only — the KB S3 URI names the account # then open both files and replace <YOUR_AWS_ACCOUNT_ID> with your 12-digit AWS account ID
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
5-day learning portfolio: mastering AWS Bedrock AgentCore through 5 deployable content-ops and fan-care agents (LangChain, LangGraph, CrewAI). AgentCore Portfolio — Content Ops & Fan Care Five deployable agents, each showcasing a distinct AgentCore primitive cluster. All themed around content-ops and fan-care so they compose into one system by Day 5. Agents | # | Agent | Primitive cluster | Framework | Status | |---|---|---|---|---| | 01 | $1 | Runtime, structured output | LangChain | Day 1 | | 02 | $1 | Memory, RAG, state machines | LangGraph | Day 2 | | 0
Five deployable agents, each showcasing a distinct AgentCore primitive cluster. All themed around content-ops and fan-care so they compose into one system by Day 5.
| # | Agent | Primitive cluster | Framework | Status | |---|---|---|---|---| | 01 | Content Tagger | Runtime, structured output | LangChain | Day 1 | | 02 | Fan-Care Triage | Memory, RAG, state machines | LangGraph | Day 2 | | 03 | Asset Approval Router | Gateway, Identity, Policy | LangGraph + HITL | Day 3 | | 04 | Content-Ops Crew | Browser, Code Interpreter, multi-agent | CrewAI | Day 4 | | 05 | Observability & Optimize | Traces, Evals, Optimization, Registry, IaC | Cross-cutting | Day 5 |
python -m venv .venv && source .venv/bin/activate
pip install -r 01-content-tagger/requirements.txt
npm install -g @aws/agentcore
aws sts get-caller-identity # verify creds
agentcore --version # verify CLI
Ensure Claude Haiku + Sonnet access in Bedrock, region us-west-2.
Every day's project uses template files for anything that names an AWS
account. Real files are gitignored so account IDs aren't in the repo. Before
you can agentcore deploy a day, copy the templates and fill in your
account:
cd 02-fan-care-triage/fanCareTriage/agentcore # (or whichever day)
cp aws-targets.json.template aws-targets.json
cp agentcore.json.template agentcore.json # Day 2 only — the KB S3 URI names the account
# then open both files and replace <YOUR_AWS_ACCOUNT_ID> with your 12-digit AWS account ID
Days 1 and 2 also hardcode a _DEPLOYED_MEMORY_ID / _DEPLOYED_KB_ID in
main.py from my deploy. Those IDs only work with my AWS creds — if
you deploy under your own account, the CLI will output new IDs; paste
them into main.py and redeploy.
See PLAN.md for the day-by-day checklist.
Every agent runs on serverless Runtime. Run agentcore destroy on agents you aren't actively demoing. Browser Tool and Code Interpreter accrue per-second — watch the Day 4 crew.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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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://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-10-09T21:57:58.721Z"
}
},
"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"
},
{
"key": "crewai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "multi-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Anupam Dewan",
"href": "https://github.com/anupam-dewan/agentcore-portfolio",
"sourceUrl": "https://github.com/anupam-dewan/agentcore-portfolio",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T14:54:07.429Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T14:54:07.429Z",
"isPublic": true
},
{
"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": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-anupam-dewan-agentcore-portfolio/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
}
]Sponsored
Ads related to agentcore-portfolio and adjacent AI workflows.