Crawler Summary

ai-agent-templates answer-first brief

Production-ready CrewAI agent templates for common business use cases 🤖 AI Agent Templates Production-ready, YAML-configurable AI agent templates powered by $1. Clone, customize, deploy — no ML expertise required. $1 $1 $1 $1 $1 Why? AI agent frameworks are powerful — but going from "hello world" to production takes hours of boilerplate. These templates give you: - **Multi-agent architecture** out of the box (classifier → specialists) - **YAML configuration** for agents & tasks (no co Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

ai-agent-templates 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 OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 66/100

ai-agent-templates

Production-ready CrewAI agent templates for common business use cases 🤖 AI Agent Templates Production-ready, YAML-configurable AI agent templates powered by $1. Clone, customize, deploy — no ML expertise required. $1 $1 $1 $1 $1 Why? AI agent frameworks are powerful — but going from "hello world" to production takes hours of boilerplate. These templates give you: - **Multi-agent architecture** out of the box (classifier → specialists) - **YAML configuration** for agents & tasks (no co

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Aktsmm

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Unpublished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. Last updated 4/15/2026.

Setup snapshot

git clone https://github.com/aktsmm/ai-agent-templates.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

Aktsmm

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

Protocol compatibility

OpenClaw

contractmedium
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

3

Snippets

0

Languages

python

Executable Examples

bash

# 1. Clone
git clone https://github.com/your-username/ai-agent-templates.git
cd ai-agent-templates/templates/customer-support

# 2. Setup (auto: venv + deps + .env)
bash setup.sh        # Linux / macOS
.\setup.ps1          # Windows

# 3. Run
python -m customer_support --query "How do I reset my password?"

text

template/
├── pyproject.toml          # Dependencies & metadata
├── setup.sh / setup.ps1    # One-command setup
├── .env.example            # LLM config template
├── src/
│   └── <package>/
│       ├── main.py         # CLI entry point
│       ├── crew.py         # Agent & task definitions
│       ├── config/
│       │   ├── agents.yaml # Agent roles, goals, backstories
│       │   └── tasks.yaml  # Task descriptions & expected outputs
│       ├── tools/          # Custom CrewAI tools
│       └── knowledge/      # RAG data (Markdown / YAML)
└── tests/
    └── test_*.py           # Comprehensive test suite

bash

cd templates/customer-support
pip install -e ".[dev]"
pytest -v  # 47 tests

cd ../subsidy-consultant
pip install -e ".[dev]"
pytest -v  # 29 tests

cd ../hr-onboarding
pip install -e ".[dev]"
pytest -v  # 104 tests

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Production-ready CrewAI agent templates for common business use cases 🤖 AI Agent Templates Production-ready, YAML-configurable AI agent templates powered by $1. Clone, customize, deploy — no ML expertise required. $1 $1 $1 $1 $1 Why? AI agent frameworks are powerful — but going from "hello world" to production takes hours of boilerplate. These templates give you: - **Multi-agent architecture** out of the box (classifier → specialists) - **YAML configuration** for agents & tasks (no co

Full README

🤖 AI Agent Templates

Production-ready, YAML-configurable AI agent templates powered by CrewAI. Clone, customize, deploy — no ML expertise required.

CI Python 3.10+ CrewAI License: CC BY-NC-SA 4.0 Tests

Why?

AI agent frameworks are powerful — but going from "hello world" to production takes hours of boilerplate. These templates give you:

  • Multi-agent architecture out of the box (classifier → specialists)
  • YAML configuration for agents & tasks (no code changes to customize)
  • Multiple LLM support (OpenAI, Azure OpenAI, Anthropic, Ollama)
  • CLI with 3 modes (interactive, single query, batch)
  • Comprehensive test suites (684 tests, all mocked — no API keys needed)
  • Setup scripts for instant onboarding

Templates

| Template | Description | Agents | Tests | | ---------------------------------------------------------------- | ------------------------------------------------------------------------------------ | --------------------------------------------------------- | ----- | | 🤖 Customer Support | Classify inquiries, answer FAQs (RAG), create tickets, escalate urgent issues | 4 (Classifier → FAQ / Ticket / Escalation) | 47 | | 💼 Subsidy Consultant | Match Japanese SME grants, draft applications, score proposals, summarize guidelines | 4 (Matcher / Writer / Scorer / Summarizer) | 29 | | 🛒 E-commerce Assistant | Search products, track orders, handle returns, recommend items | 5 (Classifier → Search / Order / Return / Recommend) | 62 | | ⚖️ Legal Document Analyzer | Extract clauses, analyze risks, summarize contracts, compare documents | 5 (Classifier → Clause / Risk / Summary / Compare) | 66 | | 📊 Sales Lead Qualifier | Score leads (BANT), research companies, compose outreach emails, handle objections | 5 (Classifier → Scorer / Researcher / Email / Objection) | 73 | | 🖥️ IT Helpdesk | Reset passwords, troubleshoot software, diagnose network, handle hardware issues | 5 (Classifier → Password / Software / Network / Hardware) | 92 | | 👥 HR Onboarding | Collect documents, set up IT accounts, schedule training, match buddies | 5 (Classifier → Document / IT Setup / Training / Buddy) | 104 | | 📝 Content Marketing | Plan content strategy, write blogs, create social media, analyze SEO | 5 (Classifier → Strategist / Writer / Social / SEO) | 112 | | 🔄 Data Pipeline Monitor | Monitor pipeline health, analyze data quality, manage alerts, advise recovery | 5 (Classifier → Health / Quality / Alert / Recovery) | 99 |

Quick Start

# 1. Clone
git clone https://github.com/your-username/ai-agent-templates.git
cd ai-agent-templates/templates/customer-support

# 2. Setup (auto: venv + deps + .env)
bash setup.sh        # Linux / macOS
.\setup.ps1          # Windows

# 3. Run
python -m customer_support --query "How do I reset my password?"

Architecture

Each template follows the same pattern:

template/
├── pyproject.toml          # Dependencies & metadata
├── setup.sh / setup.ps1    # One-command setup
├── .env.example            # LLM config template
├── src/
│   └── <package>/
│       ├── main.py         # CLI entry point
│       ├── crew.py         # Agent & task definitions
│       ├── config/
│       │   ├── agents.yaml # Agent roles, goals, backstories
│       │   └── tasks.yaml  # Task descriptions & expected outputs
│       ├── tools/          # Custom CrewAI tools
│       └── knowledge/      # RAG data (Markdown / YAML)
└── tests/
    └── test_*.py           # Comprehensive test suite

Key design principle: All agent behavior is defined in YAML. Users customize agents.yaml and tasks.yaml — no Python changes needed.

Testing

Each template has its own test suite that runs without API keys (all LLM calls are mocked):

cd templates/customer-support
pip install -e ".[dev]"
pytest -v  # 47 tests

cd ../subsidy-consultant
pip install -e ".[dev]"
pytest -v  # 29 tests

cd ../hr-onboarding
pip install -e ".[dev]"
pytest -v  # 104 tests

Contributing

See CONTRIBUTING.md for guidelines.

License

This repository is dual-licensed:

  • Root (framework, docs, CI): CC BY-NC-SA 4.0
  • Individual templates (templates/*/): Apache 2.0 — see each template's LICENSE file

Built with CrewAI | Star ⭐ if useful!

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/crewai-aktsmm-ai-agent-templates/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/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/crewai-aktsmm-ai-agent-templates/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T00:02:34.584Z"
    }
  },
  "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": "Aktsmm",
    "href": "https://github.com/aktsmm/ai-agent-templates",
    "sourceUrl": "https://github.com/aktsmm/ai-agent-templates",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:46.820Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:46.820Z",
    "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://xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/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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