{"id":"fb554f09-a259-4c5a-a4f2-30cfa9a3eb30","entityType":"agent","slug":"crewai-aktsmm-ai-agent-templates","name":"ai-agent-templates","canonicalUrl":"https://www.xpersona.co/agent/crewai-aktsmm-ai-agent-templates","canonicalPath":"/agent/crewai-aktsmm-ai-agent-templates","generatedAt":"2026-10-09T00:22:46.600Z","source":"GITHUB_OPENCLEW","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-06-01T00:30:52.721Z","emptyReason":null},"description":"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","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 6/1/2026.","installCommand":"git clone https://github.com/aktsmm/ai-agent-templates.git","sourceUrl":"https://github.com/aktsmm/ai-agent-templates","homepage":null,"primaryLinks":[{"label":"View Source","url":"https://github.com/aktsmm/ai-agent-templates","kind":"source"}],"safetyScore":66,"overallRank":18.8,"popularityScore":0,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Production-ready CrewAI agent templates for common business use cases 🤖 AI Agent Templates Production-ready, YAML-configurable AI agent templates powered by $1"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-06-01T00:30:52.721Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[{"label":"crewai","status":"self-declared"},{"label":"multi-agent","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":3,"capabilityMatrix":{"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"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-06-01T00:30:52.721Z","emptyReason":"No source adoption metrics were available."},"stars":0,"forks":0,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-06-01T00:30:52.721Z","emptyReason":null},"lastUpdatedAt":"2026-06-01T00:30:52.721Z","lastCrawledAt":"2026-06-01T00:30:52.721Z","lastIndexedAt":null,"nextCrawlAt":"2026-06-08T00:30:52.721Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB OPENCLEW","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"git clone https://github.com/aktsmm/ai-agent-templates.git","setupComplexity":"low","setupSteps":["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."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/contract\"","curl -s \"https://www.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":"2026-10-09T00:22:46.599Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-aktsmm-ai-agent-templates/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"GITHUB OPENCLEW","verified":false,"confidence":"high","updatedAt":"2026-06-01T00:30:52.721Z","emptyReason":null},"readme":"# 🤖 AI Agent Templates\n\n> Production-ready, YAML-configurable AI agent templates powered by [CrewAI](https://github.com/crewAIInc/crewAI). Clone, customize, deploy — no ML expertise required.\n\n[![CI](https://github.com/aktsmm/ai-agent-templates/actions/workflows/ci.yml/badge.svg)](https://github.com/aktsmm/ai-agent-templates/actions/workflows/ci.yml)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10%2B-blue.svg)](https://www.python.org/downloads/)\n[![CrewAI](https://img.shields.io/badge/CrewAI-1.9%2B-green.svg)](https://github.com/crewAIInc/crewAI)\n[![License: CC BY-NC-SA 4.0](https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg)](LICENSE)\n[![Tests](https://img.shields.io/badge/tests-684%20passed-brightgreen.svg)](#testing)\n\n## Why?\n\nAI agent frameworks are powerful — but going from \"hello world\" to production takes hours of boilerplate. These templates give you:\n\n- **Multi-agent architecture** out of the box (classifier → specialists)\n- **YAML configuration** for agents & tasks (no code changes to customize)\n- **Multiple LLM support** (OpenAI, Azure OpenAI, Anthropic, Ollama)\n- **CLI with 3 modes** (interactive, single query, batch)\n- **Comprehensive test suites** (684 tests, all mocked — no API keys needed)\n- **Setup scripts** for instant onboarding\n\n## Templates\n\n| Template                                                         | Description                                                                          | Agents                                                    | Tests |\n| ---------------------------------------------------------------- | ------------------------------------------------------------------------------------ | --------------------------------------------------------- | ----- |\n| [🤖 Customer Support](templates/customer-support/)               | Classify inquiries, answer FAQs (RAG), create tickets, escalate urgent issues        | 4 (Classifier → FAQ / Ticket / Escalation)                | 47    |\n| [💼 Subsidy Consultant](templates/subsidy-consultant/)           | Match Japanese SME grants, draft applications, score proposals, summarize guidelines | 4 (Matcher / Writer / Scorer / Summarizer)                | 29    |\n| [🛒 E-commerce Assistant](templates/ecommerce-assistant/)        | Search products, track orders, handle returns, recommend items                       | 5 (Classifier → Search / Order / Return / Recommend)      | 62    |\n| [⚖️ Legal Document Analyzer](templates/legal-document-analyzer/) | Extract clauses, analyze risks, summarize contracts, compare documents               | 5 (Classifier → Clause / Risk / Summary / Compare)        | 66    |\n| [📊 Sales Lead Qualifier](templates/sales-lead-qualifier/)       | Score leads (BANT), research companies, compose outreach emails, handle objections   | 5 (Classifier → Scorer / Researcher / Email / Objection)  | 73    |\n| [🖥️ IT Helpdesk](templates/it-helpdesk/)                         | Reset passwords, troubleshoot software, diagnose network, handle hardware issues     | 5 (Classifier → Password / Software / Network / Hardware) | 92    |\n| [👥 HR Onboarding](templates/hr-onboarding/)                     | Collect documents, set up IT accounts, schedule training, match buddies              | 5 (Classifier → Document / IT Setup / Training / Buddy)   | 104   |\n| [📝 Content Marketing](templates/content-marketing/)             | Plan content strategy, write blogs, create social media, analyze SEO                 | 5 (Classifier → Strategist / Writer / Social / SEO)       | 112   |\n| [🔄 Data Pipeline Monitor](templates/data-pipeline-monitor/)     | Monitor pipeline health, analyze data quality, manage alerts, advise recovery        | 5 (Classifier → Health / Quality / Alert / Recovery)      | 99    |\n\n## Quick Start\n\n```bash\n# 1. Clone\ngit clone https://github.com/your-username/ai-agent-templates.git\ncd ai-agent-templates/templates/customer-support\n\n# 2. Setup (auto: venv + deps + .env)\nbash setup.sh        # Linux / macOS\n.\\setup.ps1          # Windows\n\n# 3. Run\npython -m customer_support --query \"How do I reset my password?\"\n```\n\n## Architecture\n\nEach template follows the same pattern:\n\n```\ntemplate/\n├── pyproject.toml          # Dependencies & metadata\n├── setup.sh / setup.ps1    # One-command setup\n├── .env.example            # LLM config template\n├── src/\n│   └── <package>/\n│       ├── main.py         # CLI entry point\n│       ├── crew.py         # Agent & task definitions\n│       ├── config/\n│       │   ├── agents.yaml # Agent roles, goals, backstories\n│       │   └── tasks.yaml  # Task descriptions & expected outputs\n│       ├── tools/          # Custom CrewAI tools\n│       └── knowledge/      # RAG data (Markdown / YAML)\n└── tests/\n    └── test_*.py           # Comprehensive test suite\n```\n\n**Key design principle**: All agent behavior is defined in YAML. Users customize `agents.yaml` and `tasks.yaml` — no Python changes needed.\n\n## Testing\n\nEach template has its own test suite that runs without API keys (all LLM calls are mocked):\n\n```bash\ncd templates/customer-support\npip install -e \".[dev]\"\npytest -v  # 47 tests\n\ncd ../subsidy-consultant\npip install -e \".[dev]\"\npytest -v  # 29 tests\n\ncd ../hr-onboarding\npip install -e \".[dev]\"\npytest -v  # 104 tests\n```\n\n## Contributing\n\nSee [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.\n\n## License\n\nThis repository is dual-licensed:\n\n- **Root (framework, docs, CI)**: [CC BY-NC-SA 4.0](LICENSE)\n- **Individual templates** (`templates/*/`): [Apache 2.0](templates/customer-support/LICENSE) — see each template's LICENSE file\n\n---\n\nBuilt with [CrewAI](https://github.com/crewAIInc/crewAI) | Star ⭐ if useful!\n","readmeExcerpt":"🤖 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","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"# 1. Clone\ngit clone https://github.com/your-username/ai-agent-templates.git\ncd ai-agent-templates/templates/customer-support\n\n# 2. Setup (auto: venv + deps + .env)\nbash setup.sh        # Linux / macOS\n.\\setup.ps1          # Windows\n\n# 3. Run\npython -m customer_support --query \"How do I reset my password?\""},{"language":"text","snippet":"template/\n├── pyproject.toml          # Dependencies & metadata\n├── setup.sh / setup.ps1    # One-command setup\n├── .env.example            # LLM config template\n├── src/\n│   └── <package>/\n│       ├── main.py         # CLI entry point\n│       ├── crew.py         # Agent & task definitions\n│       ├── config/\n│       │   ├── agents.yaml # Agent roles, goals, backstories\n│       │   └── tasks.yaml  # Task descriptions & expected outputs\n│       ├── tools/          # Custom CrewAI tools\n│       └── knowledge/      # RAG data (Markdown / YAML)\n└── tests/\n    └── test_*.py           # Comprehensive test suite"},{"language":"bash","snippet":"cd templates/customer-support\npip install -e \".[dev]\"\npytest -v  # 47 tests\n\ncd ../subsidy-consultant\npip install -e \".[dev]\"\npytest -v  # 29 tests\n\ncd ../hr-onboarding\npip install -e \".[dev]\"\npytest -v  # 104 tests"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["python"],"docsSourceLabel":"GITHUB OPENCLEW","editorialOverview":"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","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":380,"uniquenessScore":66,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-06-01T00:30:52.721Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-06-01T00:30:52.721Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-09T00:22:46.600Z","emptyReason":null},"items":[{"id":"959108e7-5f7c-45ac-bea0-9ab67f017226","entityType":"agent","canonicalPath":"/agent/langchain-x1pay-langchain","slug":"langchain-x1pay-langchain","name":"@x1pay/langchain","description":"LangChain/LangGraph tools for AI agent x402 payments on X1","url":"https://www.npmjs.com/package/@x1pay/langchain","homepage":null,"source":"GITHUB_OPENCLEW","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":70,"overallRank":65,"updatedAt":"2026-06-01T00:29:07.099Z","createdAt":"2026-05-23T06:52:58.553Z","downloads":null},{"id":"4f8f8f95-34f7-49a9-b516-391d1c355d6c","entityType":"agent","canonicalPath":"/agent/langchain-langchain-langgraph-swarm","slug":"langchain-langchain-langgraph-swarm","name":"@langchain/langgraph-swarm","description":"An implementation of a multi-agent swarm using LangGraph","url":"git+ssh://git@github.com/langchain-ai/langgraphjs.git","homepage":"https://github.com/langchain-ai/langgraphjs#readme","source":"GITHUB_OPENCLEW","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":70,"overallRank":65,"updatedAt":"2026-06-01T00:29:03.792Z","createdAt":"2026-05-23T06:52:55.396Z","downloads":null},{"id":"e36fd59b-38d7-4e73-aa20-c1431a8f7434","entityType":"agent","canonicalPath":"/agent/langchain-langchain-langgraph-supervisor","slug":"langchain-langchain-langgraph-supervisor","name":"@langchain/langgraph-supervisor","description":"LangGraph Multi-Agent Supervisor","url":"git+ssh://git@github.com/langchain-ai/langgraphjs.git","homepage":"https://github.com/langchain-ai/langgraphjs#readme","source":"GITHUB_OPENCLEW","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":70,"overallRank":65,"updatedAt":"2026-06-01T00:29:03.756Z","createdAt":"2026-05-23T06:52:55.353Z","downloads":null},{"id":"d1d0f93e-b722-4791-9bbf-2532470054c2","entityType":"agent","canonicalPath":"/agent/langchain-oceanbus-langchain","slug":"langchain-oceanbus-langchain","name":"oceanbus-langchain","description":"LangChain tools for OceanBus — give your LangChain and CrewAI agents a global identity, encrypted messaging, and Yellow Pages service discovery with a single import.","url":"git+https://github.com/oceanbus/oceanbus.git","homepage":"https://github.com/oceanbus/oceanbus#readme","source":"GITHUB_OPENCLEW","protocols":["OPENCLAW"],"capabilities":["oceanbus","langchain","langchain-tools","agent-to-agent","ai-agent","communication","messaging","e2ee","structured-tool","yellow-pages","service-discovery","reputation","crewai"],"safetyScore":70,"overallRank":65,"updatedAt":"2026-06-01T00:29:02.595Z","createdAt":"2026-05-23T06:52:54.240Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/github_openclew","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}