How should mriridescent-ats-matcher be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Overview

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

Verifiededitorial-content

Overview

Executive Summary

🚀 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 5/24/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 24, 2026

Vendor

Mriridescent

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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

Mriridescent

profilemedium

Observed May 24, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed May 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Events

Release & Crawl Timeline

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

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

Editorial read

Docs & README

Docs source

GITHUB REPOS

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

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 API Snapshot API Contract API Trust 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-mriridescent-mriridescent-ats-matcher/snapshot"

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

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

Related Agents

GITHUB_OPENCLEW@x1pay/langchain

Rank

65

LangChain/LangGraph tools for AI agent x402 payments on X1

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEW@langchain/langgraph-swarm

Rank

65

An implementation of a multi-agent swarm using LangGraph

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEW@langchain/langgraph-supervisor

Rank

65

LangGraph Multi-Agent Supervisor

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEWoceanbus-langchain

Rank

65

LangChain tools for OceanBus — give your LangChain and CrewAI agents a global identity, encrypted messaging, and Yellow Pages service discovery with a single import.

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

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-mriridescent-mriridescent-ats-matcher/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/contract\"",
    "curl -s \"https://www.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_REPOS",
      "generatedAt": "2026-10-08T22:21:16.819Z"
    }
  },
  "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": "Mriridescent",
    "category": "vendor",
    "href": "https://github.com/MrIridescent/mriridescent-ats-matcher",
    "sourceUrl": "https://github.com/MrIridescent/mriridescent-ats-matcher",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-24T06:16:58.965Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-24T06:16:58.965Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mriridescent-mriridescent-ats-matcher/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]