Xpersona

Crawler Summary

ResumePilot answer-first brief

AI resume review agent using CrewAI for ATS analysis, job matching, skill-gap detection, and actionable career feedback. ResumePilot AI 🚀 ResumePilot AI is an AI-powered resume analysis application that evaluates a resume against a job description and provides an ATS (Applicant Tracking System) compatibility score. The application helps students and job seekers understand how well their resume matches a specific job and what they can improve. --- ✨ Features - 📄 Upload a PDF resume - 📝 Paste a job description - 🤖 AI-powered resume a Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

ResumePilot 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

CardFactsSnapshotContractTrust
Agent DossierGITHUB REPOSSafety: 66/100

ResumePilot

AI resume review agent using CrewAI for ATS analysis, job matching, skill-gap detection, and actionable career feedback. ResumePilot AI 🚀 ResumePilot AI is an AI-powered resume analysis application that evaluates a resume against a job description and provides an ATS (Applicant Tracking System) compatibility score. The application helps students and job seekers understand how well their resume matches a specific job and what they can improve. --- ✨ Features - 📄 Upload a PDF resume - 📝 Paste a job description - 🤖 AI-powered resume a

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Mohammed Taif

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Unpublished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 10/9/2026.

View Source

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 Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Mohammed Taif

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 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

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB REPOS

Extracted files

0

Examples

6

Snippets

0

Languages

python

Executable Examples

text

ResumePilot/
│
├── backend/
│   ├── agents/
│   ├── api/
│   ├── services/
│   └── tasks/
│
├── frontend/
│   ├── src/
│   │   ├── components/
│   │   │   ├── ATSResult.jsx
│   │   │   ├── JobDescription.jsx
│   │   │   ├── ResumeUpload.jsx
│   │   │   └── Navbar.jsx
│   │   └── App.jsx
│   └── package.json
│
├── screenshot/
│   ├── homepage.png
│   └── analysis-result.png
│
└── README.md

bash

uvicorn backend.main:app --reload

text

http://localhost:8000

bash

cd frontend
npm install
npm run dev

text

http://localhost:5173

text

Software Engineer Intern

Required Skills:
Python, FastAPI, React, SQL, Docker, Git, AWS and REST APIs.

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

AI resume review agent using CrewAI for ATS analysis, job matching, skill-gap detection, and actionable career feedback. ResumePilot AI 🚀 ResumePilot AI is an AI-powered resume analysis application that evaluates a resume against a job description and provides an ATS (Applicant Tracking System) compatibility score. The application helps students and job seekers understand how well their resume matches a specific job and what they can improve. --- ✨ Features - 📄 Upload a PDF resume - 📝 Paste a job description - 🤖 AI-powered resume a

Full README

ResumePilot AI 🚀

ResumePilot AI is an AI-powered resume analysis application that evaluates a resume against a job description and provides an ATS (Applicant Tracking System) compatibility score.

The application helps students and job seekers understand how well their resume matches a specific job and what they can improve.

✨ Features

  • 📄 Upload a PDF resume
  • 📝 Paste a job description
  • 🤖 AI-powered resume analysis
  • 📊 ATS compatibility score
  • 🔑 Detect relevant technical keywords
  • ❌ Identify missing job-specific keywords
  • 💡 Provide resume improvement recommendations
  • 🛠️ Detect formatting and content issues

🖥️ Screenshots

Home Page

The ResumePilot AI home page allows users to enter a job description and upload their resume.

ResumePilot AI Home Page

ATS Analysis Results

After analyzing the resume, ResumePilot AI displays the ATS score, detected keywords, missing keywords, strengths, and recommendations.

ResumePilot AI Analysis Results

🛠️ Tech Stack

Frontend

  • React
  • Vite
  • Axios
  • Lucide React
  • CSS / Tailwind CSS

Backend

  • Python
  • FastAPI
  • CrewAI
  • Ollama / LLM
  • PDF text extraction

⚙️ How It Works

  1. Upload your resume as a PDF.
  2. Paste the job description.
  3. ResumePilot extracts the resume text.
  4. The system detects technical keywords from both the resume and job description.
  5. CrewAI and the AI model analyze the resume content.
  6. The application calculates an ATS score.
  7. The results display strengths, missing keywords, issues, and recommendations.

📁 Project Structure

ResumePilot/
│
├── backend/
│   ├── agents/
│   ├── api/
│   ├── services/
│   └── tasks/
│
├── frontend/
│   ├── src/
│   │   ├── components/
│   │   │   ├── ATSResult.jsx
│   │   │   ├── JobDescription.jsx
│   │   │   ├── ResumeUpload.jsx
│   │   │   └── Navbar.jsx
│   │   └── App.jsx
│   └── package.json
│
├── screenshot/
│   ├── homepage.png
│   └── analysis-result.png
│
└── README.md

🚀 Running the Project

Backend

From the project root:

uvicorn backend.main:app --reload

Backend:

http://localhost:8000

Frontend

cd frontend
npm install
npm run dev

Frontend:

http://localhost:5173

📊 Example

A user can provide a job description such as:

Software Engineer Intern

Required Skills:
Python, FastAPI, React, SQL, Docker, Git, AWS and REST APIs.

ResumePilot analyzes the uploaded resume and produces an ATS score while identifying matching and missing skills.

🎯 Goal

The goal of ResumePilot AI is to help students and job seekers improve their resumes by understanding how well their resume matches a specific job description.

It provides actionable feedback instead of simply giving a score.

👨‍💻 Author

Muhammad Taif

BCA – Artificial Intelligence & Cloud Computing
Minor in DevOps

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB REPOS

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-mohammed-taif-resumepilot/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/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 ReposUpdated 2h agoRank 70

AionUi

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!

MCPOPENCLAW
Github ReposUpdated 6mo agoRank 70

activepieces

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

OPENCLAW
Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW
Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular

OPENCLAW
Agent hubMore from this sourceOpenClaw agents
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://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T21:12:17.865Z"
    }
  },
  "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": "Mohammed Taif",
    "href": "https://github.com/Mohammed-taif/ResumePilot",
    "sourceUrl": "https://github.com/Mohammed-taif/ResumePilot",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T14:16:28.890Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T14:16:28.890Z",
    "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://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mohammed-taif-resumepilot/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
  }
]

Sponsored

Ads related to ResumePilot and adjacent AI workflows.