Xpersona
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Agent DossierGITHUB REPOSSafety 66/100

Xpersona Agent

AI-Powered-CV-Enhancer-and-ATS-Optimizer

AI-powered tool that analyzes, critiques, and optimizes your CV for job applications and ATS compatibility using CrewAI multi-agent workflows. AI CV Enhancer & ATS Optimizer Professional CV enhancement tool powered by CrewAI that delivers specific, actionable feedback based on your actual CV content. 🎯 Core Features - **Content Analysis**: Identifies strengths, weaknesses, and project prioritization - **Specific Feedback**: "This React project should be listed first" - not generic advice - **ATS Optimization**: Industry-specific keyword recommendations - *

OpenClaw Β· self-declared
Trust evidence available
View Source

Overall rank

#18

Adoption

No public adoption signal

Trust

Unknown

Freshness

Feb 25, 2026

Freshness

Last checked Feb 25, 2026

Best For

AI-Powered-CV-Enhancer-and-ATS-Optimizer 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

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

AI-powered tool that analyzes, critiques, and optimizes your CV for job applications and ATS compatibility using CrewAI multi-agent workflows. AI CV Enhancer & ATS Optimizer Professional CV enhancement tool powered by CrewAI that delivers specific, actionable feedback based on your actual CV content. 🎯 Core Features - **Content Analysis**: Identifies strengths, weaknesses, and project prioritization - **Specific Feedback**: "This React project should be listed first" - not generic advice - **ATS Optimization**: Industry-specific keyword recommendations - * Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Thiruvarankanm

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

  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 & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Thiruvarankanm

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

Events

Release & Crawl Timeline

Docs Update

Docs refreshed: Sign in to GitHub Β· GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGITHUB REPOS

Captured outputs

Artifacts Archive

Extracted files

0

Examples

6

Snippets

0

Languages

python

Executable Examples

bash

git clone https://github.com/ThiruvarankanM/AI-Powered-CV-Enhancer-and-ATS-Optimizer.git
cd AI-Powered-CV-Enhancer-and-ATS-Optimizer
python3 -m venv venv && source venv/bin/activate
pip install -r requirements.txt

env

MODEL=groq/llama-3.1-8b-instant
GROQ_API_KEY=your_groq_api_key_here
CREWAI_TRACING_ENABLED=true

bash

streamlit run app.py

bash

python src/cv_enhancer/main.py resume.pdf "job description" technology

text

ANALYSIS:
- Strengths: "React.js e-commerce project with 40% performance improvement"
- Priority Project: "E-commerce Platform should be listed first - shows full-stack skills"
- Improvements: Add metrics to "improved system efficiency"
- Missing Keywords: microservices, CI/CD, agile

ENHANCEMENTS:
- Project Reordering: [E-commerce Platform, Mobile App, API Development]
- Experience: "Led development team" β†’ "Led team of 5 developers, reduced deployment time by 60%"
- Skills: Add Docker, Kubernetes for technology industry

text

AI-CV-Enhancer/           # Ultra-minimal, 8 files only
β”œβ”€β”€ app.py                # Streamlit web interface
β”œβ”€β”€ requirements.txt      # Dependencies (5 packages)
└── src/cv_enhancer/
    β”œβ”€β”€ crew.py           # 2-agent AI crew
    β”œβ”€β”€ main.py           # CLI interface
    β”œβ”€β”€ config/
    β”‚   β”œβ”€β”€ agents.yaml   # CV Analyst & Writer agents
    β”‚   └── tasks.yaml    # Analysis & enhancement tasks
    └── tools/
        └── custom_tool.py # PDF/DOCX parser

Editorial read

Docs & README

Docs source

GITHUB REPOS

Editorial quality

ready

AI-powered tool that analyzes, critiques, and optimizes your CV for job applications and ATS compatibility using CrewAI multi-agent workflows. AI CV Enhancer & ATS Optimizer Professional CV enhancement tool powered by CrewAI that delivers specific, actionable feedback based on your actual CV content. 🎯 Core Features - **Content Analysis**: Identifies strengths, weaknesses, and project prioritization - **Specific Feedback**: "This React project should be listed first" - not generic advice - **ATS Optimization**: Industry-specific keyword recommendations - *

Full README

AI CV Enhancer & ATS Optimizer

Professional CV enhancement tool powered by CrewAI that delivers specific, actionable feedback based on your actual CV content.

🎯 Core Features

  • Content Analysis: Identifies strengths, weaknesses, and project prioritization
  • Specific Feedback: "This React project should be listed first" - not generic advice
  • ATS Optimization: Industry-specific keyword recommendations
  • Format Support: PDF, DOCX file processing
  • Dual Interface: Web app and command-line access
  • Fast & Free: Powered by GROQ AI (Llama 3.1) - lightning fast responses

πŸš€ Quick Setup

git clone https://github.com/ThiruvarankanM/AI-Powered-CV-Enhancer-and-ATS-Optimizer.git
cd AI-Powered-CV-Enhancer-and-ATS-Optimizer
python3 -m venv venv && source venv/bin/activate
pip install -r requirements.txt

Create .env file with your free GROQ API key:

MODEL=groq/llama-3.1-8b-instant
GROQ_API_KEY=your_groq_api_key_here
CREWAI_TRACING_ENABLED=true

πŸ”§ Usage

Web Interface:

streamlit run app.py

Command Line:

python src/cv_enhancer/main.py resume.pdf "job description" technology

πŸ“‹ Sample Output

ANALYSIS:
- Strengths: "React.js e-commerce project with 40% performance improvement"
- Priority Project: "E-commerce Platform should be listed first - shows full-stack skills"
- Improvements: Add metrics to "improved system efficiency"
- Missing Keywords: microservices, CI/CD, agile

ENHANCEMENTS:
- Project Reordering: [E-commerce Platform, Mobile App, API Development]
- Experience: "Led development team" β†’ "Led team of 5 developers, reduced deployment time by 60%"
- Skills: Add Docker, Kubernetes for technology industry

πŸ“ Architecture

AI-CV-Enhancer/           # Ultra-minimal, 8 files only
β”œβ”€β”€ app.py                # Streamlit web interface
β”œβ”€β”€ requirements.txt      # Dependencies (5 packages)
└── src/cv_enhancer/
    β”œβ”€β”€ crew.py           # 2-agent AI crew
    β”œβ”€β”€ main.py           # CLI interface
    β”œβ”€β”€ config/
    β”‚   β”œβ”€β”€ agents.yaml   # CV Analyst & Writer agents
    β”‚   └── tasks.yaml    # Analysis & enhancement tasks
    └── tools/
        └── custom_tool.py # PDF/DOCX parser

πŸ€– AI Agents

  • CV Analyst: Identifies strengths, project priorities, improvement areas
  • CV Writer: Transforms weak sections into quantified achievements

Built by Thiruvarankan M β€’ Minimal code, maximum impact

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingGITHUB REPOS

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust API

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://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/trust"

Operational fit

Reliability & Benchmarks

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 & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

No screenshots, media assets, or demo links are available.

Comparison set

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Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingGITHUB REPOS

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-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T03:45:20.441Z"
    }
  },
  "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",
    "label": "Vendor",
    "value": "Thiruvarankanm",
    "category": "vendor",
    "href": "https://github.com/ThiruvarankanM/AI-Powered-CV-Enhancer-and-ATS-Optimizer",
    "sourceUrl": "https://github.com/ThiruvarankanM/AI-Powered-CV-Enhancer-and-ATS-Optimizer",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "docs_crawl",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "category": "integration",
    "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,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-thiruvarankanm-ai-powered-cv-enhancer-and-ats-optimizer/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub Β· 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,
    "metadata": {}
  }
]

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