{"id":"f769a006-b6c0-4db4-b91c-84d0d53351ec","entityType":"agent","slug":"crewai-26fajarrizwan-crewai-cv-tailor","name":"CrewAI-CV-Tailor","canonicalUrl":"https://www.xpersona.co/agent/crewai-26fajarrizwan-crewai-cv-tailor","canonicalPath":"/agent/crewai-26fajarrizwan-crewai-cv-tailor","generatedAt":"2026-10-10T00:58:36.563Z","source":"GITHUB_REPOS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T18:18:11.898Z","emptyReason":null},"description":"An automated AI-powered CV/Resume Tailor built with CrewAI and Google Gemini 2.5 Flash. It securely extracts text from user-uploaded CV PDFs, compares it against target Job Descriptions (JD), performs ATS gap analysis, and automatically rewrites the resume to generate highly optimized, impact-driven bullet points. 📝 CrewAI & Gemini - AI CV/Resume Tailor Agent An advanced AI-powered recruitment automation tool built using **CrewAI** and **Google Gemini 2.5 Flash** that takes a user's raw CV (via PDF upload) and customizes it to perfectly match any target Job Description (JD) for maximum ATS optimization. --- 🚀 Features - **Direct PDF Processing:** Integrates pypdf to seamlessly extract text from local PDF resumes (supports dr","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 10/9/2026.","installCommand":null,"sourceUrl":"https://github.com/26FajarRizwan/CrewAI-CV-Tailor","homepage":null,"primaryLinks":[{"label":"View Source","url":"https://github.com/26FajarRizwan/CrewAI-CV-Tailor","kind":"source"}],"safetyScore":66,"overallRank":20.2,"popularityScore":8,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"An automated AI-powered CV/Resume Tailor built with CrewAI and Google Gemini 2.5 Flash. It securely extracts text from user-uploaded CV PDFs, compares it agains"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T18:18:11.898Z","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":"GITHUB REPOS","verified":false,"confidence":"medium","updatedAt":"2026-10-09T18:18:11.898Z","emptyReason":null},"stars":1,"forks":0,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":"1 GitHub stars"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-09T18:18:11.893Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T18:18:11.898Z","lastCrawledAt":"2026-10-09T18:18:11.893Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-16T18:18:11.893Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"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-26fajarrizwan-crewai-cv-tailor/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-26fajarrizwan-crewai-cv-tailor/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-26fajarrizwan-crewai-cv-tailor/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crewai-26fajarrizwan-crewai-cv-tailor/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-26fajarrizwan-crewai-cv-tailor/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-26fajarrizwan-crewai-cv-tailor/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_REPOS","generatedAt":"2026-10-10T00:58:36.562Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crewai-26fajarrizwan-crewai-cv-tailor/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-26fajarrizwan-crewai-cv-tailor/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-26fajarrizwan-crewai-cv-tailor/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-26fajarrizwan-crewai-cv-tailor/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 REPOS","verified":false,"confidence":"high","updatedAt":"2026-10-09T18:18:11.898Z","emptyReason":null},"readme":"# 📝 CrewAI & Gemini - AI CV/Resume Tailor Agent\n\nAn advanced AI-powered recruitment automation tool built using **CrewAI** and **Google Gemini 2.5 Flash** that takes a user's raw CV (via PDF upload) and customizes it to perfectly match any target Job Description (JD) for maximum ATS optimization.\n\n---\n\n## 🚀 Features\n- **Direct PDF Processing:** Integrates `pypdf` to seamlessly extract text from local PDF resumes (supports drag-and-drop file paths).\n- **Multi-Agent Collaboration:** \n  - **ATS Specialist Agent:** Scans the JD, tracks skill gaps, and calculates keyword matching scores.\n  - **Executive Resume Writer Agent:** Rewrites experience and profile bullet points using the STAR methodology.\n- **Production-Ready Controls:** Built-in telemetry opt-outs and dynamic path handling to avoid runtime exceptions.\n\n---\n\n## 🛠️ Setup & Installation\n\n1. **Clone this specific project:**\n   ```bash\n   git clone [https://github.com/26FajarRizwan/CrewAI-CV-Tailor.git](https://github.com/26FajarRizwan/CrewAI-CV-Tailor.git)","readmeExcerpt":"📝 CrewAI & Gemini - AI CV/Resume Tailor Agent An advanced AI-powered recruitment automation tool built using **CrewAI** and **Google Gemini 2.5 Flash** that takes a user's raw CV (via PDF upload) and customizes it to perfectly match any target Job Description (JD) for maximum ATS optimization. --- 🚀 Features - **Direct PDF Processing:** Integrates pypdf to seamlessly extract text from local PDF resumes (supports dr","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["python"],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"An automated AI-powered CV/Resume Tailor built with CrewAI and Google Gemini 2.5 Flash. It securely extracts text from user-uploaded CV PDFs, compares it against target Job Descriptions (JD), performs ATS gap analysis, and automatically rewrites the resume to generate highly optimized, impact-driven bullet points. 📝 CrewAI & Gemini - AI CV/Resume Tailor Agent An advanced AI-powered recruitment automation tool built using **CrewAI** and **Google Gemini 2.5 Flash** that takes a user's raw CV (via PDF upload) and customizes it to perfectly match any target Job Description (JD) for maximum ATS optimization. --- 🚀 Features - **Direct PDF Processing:** Integrates pypdf to seamlessly extract text from local PDF resumes (supports dr","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":421,"uniquenessScore":67,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T18:18:11.898Z","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":"2026-10-09T18:18:11.898Z","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":"2026-10-10T00:58:36.563Z","emptyReason":null},"items":[{"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":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"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":"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_repos","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}