{"id":"66dd4b9b-b972-46e2-8323-bce367a8daa8","entityType":"agent","slug":"crewai-theshivay-crewai-learning","name":"CrewAI-Learning","canonicalUrl":"https://www.xpersona.co/agent/crewai-theshivay-crewai-learning","canonicalPath":"/agent/crewai-theshivay-crewai-learning","generatedAt":"2026-10-09T01:04:39.339Z","source":"GITHUB_OPENCLEW","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-05-18T06:45:13.069Z","emptyReason":null},"description":"Cummunicational Multi-Agent system AI-Powered Tech Blog Generator An intelligent blog generation tool using **CrewAI, LiteLLMs, and Streamlit**. This project automatically researches and writes tech-related blogs based on the given topic. Features - **AI-Powered Research & Writing**: Uses CrewAI to generate insightful blogs. - **Dynamic File Naming**: Saves blogs with timestamps and topic-based filenames. - **Markdown Preview**: View the generated blo","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 5/18/2026.","installCommand":"git clone https://github.com/theshivay/CrewAI-Learning.git","sourceUrl":"https://github.com/theshivay/CrewAI-Learning","homepage":null,"primaryLinks":[{"label":"View Source","url":"https://github.com/theshivay/CrewAI-Learning","kind":"source"}],"safetyScore":66,"overallRank":24.6,"popularityScore":0,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Cummunicational Multi-Agent system AI-Powered Tech Blog Generator An intelligent blog generation tool using **CrewAI, LiteLLMs, and Streamlit**. This project au"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-05-18T06:45:13.069Z","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":"2026-05-18T06:45:13.069Z","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":"2026-05-18T06:45:13.069Z","emptyReason":null},"lastUpdatedAt":"2026-05-18T06:45:13.069Z","lastCrawledAt":"2026-05-18T06:45:13.069Z","lastIndexedAt":null,"nextCrawlAt":"2026-05-25T06:45:13.069Z","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/theshivay/CrewAI-Learning.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-theshivay-crewai-learning/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-theshivay-crewai-learning/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-theshivay-crewai-learning/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crewai-theshivay-crewai-learning/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-theshivay-crewai-learning/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-theshivay-crewai-learning/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_OPENCLEW","generatedAt":"2026-10-09T01:04:39.339Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crewai-theshivay-crewai-learning/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-theshivay-crewai-learning/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-theshivay-crewai-learning/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-theshivay-crewai-learning/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":"2026-05-18T06:45:13.069Z","emptyReason":null},"readme":"# AI-Powered Tech Blog Generator\n\nAn intelligent blog generation tool using **CrewAI, LiteLLMs, and Streamlit**. This project automatically researches and writes tech-related blogs based on the given topic.\n\n## Features\n- **AI-Powered Research & Writing**: Uses CrewAI to generate insightful blogs.\n- **Dynamic File Naming**: Saves blogs with timestamps and topic-based filenames.\n- **Markdown Preview**: View the generated blog in a formatted preview.\n- **Download Feature**: Easily download the generated blog as a markdown file.\n- **Step-by-Step UI**: User-friendly interface built with Streamlit.\n\n## Screenshots\n### Blog Generation in Progress\n![Generating Blog](./assets/in_progress.png)\n\n### Blog Generation Completed\n![Generated Blog](./assets/generated.png)\n\n## Installation\n\n### Clone the Repository\n```bash\ngit clone https://github.com/theshivay/CrewAI-Learning.git\ncd CrewAI-Learning\n```\n\n### Create a Virtual Environment & Activate It\n```bash\npython -m venv .venv  # Create virtual environment\nsource .venv/bin/activate  # macOS/Linux\n.venv\\Scripts\\activate  # Windows\n```\n\n### Install Dependencies\n```bash\npip install -r requirements.txt\n```\n\n### Set Up Environment Variables\nCreate a `.env` file and add your **Gemini API Key** & **Serper API Key**:\n```\nGEMINI_API_KEY=your_gemini_api_key\nSERPER_API_KEY=your_serper_api_key\n```\n\n## Usage\nRun the Streamlit UI:\n```bash\nstreamlit run app.py\n```\nVisit **http://localhost:8501/** in your browser.\n\n## Project Structure\n```\nCrewAI-Learning\n├── assets \n│   ├── generated.png\n│   ├── in_progress.png\n├── crewGoogleGemini\n│   ├── Blog          # Stores generated markdown files\n│   ├── crew.py          # Main execution script\n│   ├── agents.py        # Defines AI agents (Researcher & Writer)\n│   ├── tasks.py         # Defines research & writing tasks\n│   ├── tools.py         # Configures external tools like Serper API\n│   ├── app.py           # Streamlit UI implementation\n├── LICENSE\n├── README.md\n├── requirements.txt\n```\n\n## Example\nAfter running the app, enter a topic (e.g., `AI in Healthcare`), and the AI will generate a well-researched article. You can preview it, edit if needed, and download the markdown file.\n\n## Technologies Used\n- **CrewAI** (for multi-agent AI workflow)\n- **Gemini API** (for content generation)\n- **Serper API** (for web search research)\n- **Streamlit** (for interactive UI)\n\n## Future Enhancements\n- Add more AI agents for advanced research.\n- Improve formatting and UI enhancements.\n- Support exporting to multiple formats (PDF, DOCX).\n\n## Contributing\nFeel free to fork this repository, make improvements, and submit a pull request. Contributions are welcome! 🚀\n\n## License\nThis project is licensed under the **MIT License**.\n\n","readmeExcerpt":"AI-Powered Tech Blog Generator An intelligent blog generation tool using **CrewAI, LiteLLMs, and Streamlit**. This project automatically researches and writes tech-related blogs based on the given topic. Features - **AI-Powered Research & Writing**: Uses CrewAI to generate insightful blogs. - **Dynamic File Naming**: Saves blogs with timestamps and topic-based filenames. - **Markdown Preview**: View the generated blo","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"git clone https://github.com/theshivay/CrewAI-Learning.git\ncd CrewAI-Learning"},{"language":"bash","snippet":"python -m venv .venv  # Create virtual environment\nsource .venv/bin/activate  # macOS/Linux\n.venv\\Scripts\\activate  # Windows"},{"language":"bash","snippet":"pip install -r requirements.txt"},{"language":"text","snippet":"GEMINI_API_KEY=your_gemini_api_key\nSERPER_API_KEY=your_serper_api_key"},{"language":"bash","snippet":"streamlit run app.py"},{"language":"text","snippet":"CrewAI-Learning\n├── assets \n│   ├── generated.png\n│   ├── in_progress.png\n├── crewGoogleGemini\n│   ├── Blog          # Stores generated markdown files\n│   ├── crew.py          # Main execution script\n│   ├── agents.py        # Defines AI agents (Researcher & Writer)\n│   ├── tasks.py         # Defines research & writing tasks\n│   ├── tools.py         # Configures external tools like Serper API\n│   ├── app.py           # Streamlit UI implementation\n├── LICENSE\n├── README.md\n├── requirements.txt"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["python"],"docsSourceLabel":"GITHUB OPENCLEW","editorialOverview":"Cummunicational Multi-Agent system AI-Powered Tech Blog Generator An intelligent blog generation tool using **CrewAI, LiteLLMs, and Streamlit**. This project automatically researches and writes tech-related blogs based on the given topic. Features - **AI-Powered Research & Writing**: Uses CrewAI to generate insightful blogs. - **Dynamic File Naming**: Saves blogs with timestamps and topic-based filenames. - **Markdown Preview**: View the generated blo","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":364,"uniquenessScore":70,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-05-18T06:45:13.069Z","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":"2026-05-18T06:45:13.069Z","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":"2026-10-09T01:04:39.339Z","emptyReason":null},"items":[{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"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","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"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!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-10T18:48:31.762Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/github_openclew","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}