Xpersona

Crawler Summary

mriridescent-ats-matcher answer-first brief

🚀 MrIridescent ATS Resume Matcher: An AI-powered Applicant Tracking System designed for high-precision candidate matching. Features multi-format parsing, skill-weightage analysis, and intelligent ranking using FastAPI, spaCy, and agentic AI (CrewAI/LangChain). Built for recruiters who demand accuracy over hype. MrIridescent ATS Resume Matcher $1 | $1 | $1 Developed by **David Akpoviroro Oke** (*MrIridescent*) #DigitalPolymath #CreativeRenaissance #CybersecurityExpert #CodeSince2004 --- 🚀 THE TURNKEY SOLUTION This is not a demo. This is **Production-Ready, Fully Functional Logic**. No mocks. No stubs. No placeholders. 🌟 PERFORMANCE & INTELLIGENCE The MrIridescent ATS Matcher has been evolved into a high-precision recruitme Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

mriridescent-ats-matcher 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 OPENCLEW, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 66/100

mriridescent-ats-matcher

🚀 MrIridescent ATS Resume Matcher: An AI-powered Applicant Tracking System designed for high-precision candidate matching. Features multi-format parsing, skill-weightage analysis, and intelligent ranking using FastAPI, spaCy, and agentic AI (CrewAI/LangChain). Built for recruiters who demand accuracy over hype. MrIridescent ATS Resume Matcher $1 | $1 | $1 Developed by **David Akpoviroro Oke** (*MrIridescent*) #DigitalPolymath #CreativeRenaissance #CybersecurityExpert #CodeSince2004 --- 🚀 THE TURNKEY SOLUTION This is not a demo. This is **Production-Ready, Fully Functional Logic**. No mocks. No stubs. No placeholders. 🌟 PERFORMANCE & INTELLIGENCE The MrIridescent ATS Matcher has been evolved into a high-precision recruitme

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Mriridescent

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Unpublished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 4/15/2026.

View Source

Setup snapshot

git clone https://github.com/MrIridescent/mriridescent-ats-matcher.git
  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

Mriridescent

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

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 OPENCLEW

Extracted files

0

Examples

1

Snippets

0

Languages

python

Executable Examples

bash

# Clone and Enter
git clone https://github.com/your-repo/mriridescent-ats-matcher.git
cd mriridescent-ats-matcher

# Run the Turnkey Setup Wizard
python setup_wizard.py

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

🚀 MrIridescent ATS Resume Matcher: An AI-powered Applicant Tracking System designed for high-precision candidate matching. Features multi-format parsing, skill-weightage analysis, and intelligent ranking using FastAPI, spaCy, and agentic AI (CrewAI/LangChain). Built for recruiters who demand accuracy over hype. MrIridescent ATS Resume Matcher $1 | $1 | $1 Developed by **David Akpoviroro Oke** (*MrIridescent*) #DigitalPolymath #CreativeRenaissance #CybersecurityExpert #CodeSince2004 --- 🚀 THE TURNKEY SOLUTION This is not a demo. This is **Production-Ready, Fully Functional Logic**. No mocks. No stubs. No placeholders. 🌟 PERFORMANCE & INTELLIGENCE The MrIridescent ATS Matcher has been evolved into a high-precision recruitme

Full README

MrIridescent ATS Resume Matcher

MANIFESTO OF CAPABILITY | INFOGRAPHIC | TECHNICAL MANUAL

Developed by David Akpoviroro Oke (MrIridescent)

#DigitalPolymath #CreativeRenaissance #CybersecurityExpert #CodeSince2004

🚀 THE TURNKEY SOLUTION

This is not a demo. This is Production-Ready, Fully Functional Logic. No mocks. No stubs. No placeholders.

🌟 PERFORMANCE & INTELLIGENCE

The MrIridescent ATS Matcher has been evolved into a high-precision recruitment weapon:

  • Semantic Vector Matching: Utilizing spaCy en_core_web_md for conceptual alignment between JDs and Resumes.
  • Multi-Agent Orchestration: Powered by CrewAI, featuring specialized agents for Analysis, Scoring, and Verification.
  • Forensic Experience Validation: Strict logic ensures that only relevant experience in matching roles and technologies is scored.
  • Hallucination Protection: A dedicated Validator Agent cross-references all AI output against raw source data.

🛠️ TURNKEY SETUP (NOOB-FRIENDLY)

Setting up the system is now a single-step "Copy-Paste" process:

# Clone and Enter
git clone https://github.com/your-repo/mriridescent-ats-matcher.git
cd mriridescent-ats-matcher

# Run the Turnkey Setup Wizard
python setup_wizard.py

The wizard will automatically install dependencies, download NLP models, configure your .env file, and initialize the database.

🏗️ SYSTEM ARCHITECTURE

  • Backend: FastAPI (Async, RESTful)
  • Frontend: Vanilla JS, HTML, CSS (Modernized with Dark Mode & Chart.js)
  • AI Engine: CrewAI (Agentic), spaCy (Semantic), LangChain (Orchestration)
  • Intelligence Backends: Supports Ollama (Local), Groq (Fast), and Perplexity (Research).
  • Database: PostgreSQL (Enterprise) / SQLite (Dev)

👨‍💻 ABOUT THE CREATOR: DAVID AKPOVIRORO OKE

I am a Digital Polymath—a "Creative Renaissance Man" who has been writing code since August 2004. My expertise spans the entire digital spectrum:

  • Cybersecurity: Purple Teamer, Ethical Hacking, Cyberthreat Management, Endpoint Security Engineer.
  • AI Engineering: Deep understanding of LLM inner workings and Agentic architectures.
  • Full-Stack Mastery: From A+/N+ hardware foundations to sophisticated Web & Mobile development.
  • Creative Arts: Cinematography, Video Editing, Motion Graphics, and Graphic Design.

I build systems that are "secure and unassailable," bridging the gap between technical utility and aesthetic elegance.

📊 OPERATIONAL READINESS

  • [x] Zero Mocks: All data processing is live and functional.
  • [x] Forensic Audit: Gap analysis performed to ensure production readiness.
  • [x] Setup Wizard: Automated installation for seamless deployment.
  • [x] Dark Mode: Modern UI for high-performance recruitment environments.

“I do not offer you a simulation. I offer you Production-Ready, Fully Functional Logic.” — MrIridescent

Contract & API

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

MissingGITHUB OPENCLEW

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://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/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_REPOSactivepieces

Rank

70

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

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

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!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

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://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T02:45:30.487Z"
    }
  },
  "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": "Mriridescent",
    "href": "https://github.com/MrIridescent/mriridescent-ats-matcher",
    "sourceUrl": "https://github.com/MrIridescent/mriridescent-ats-matcher",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:47.769Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:47.769Z",
    "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://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/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
  }
]

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