Crawler Summary

vibex-task-manager answer-first brief

A task management system for ambitious AI-driven development using AWS Bedrock exclusively. Vibex Task Manager An AI-powered task management system designed for modern development workflows. Vibex Task Manager uses AWS Bedrock exclusively to provide intelligent task generation, complexity analysis, and multi-agent coordination capabilities. โœจ Key Features - **๐ŸŽฏ Zero-Configuration AWS Integration**: Automatic model detection and setup - **๐Ÿค– AI-Powered Task Management**: Generate and manage tasks with Claud Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

vibex-task-manager is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 100/100

vibex-task-manager

A task management system for ambitious AI-driven development using AWS Bedrock exclusively. Vibex Task Manager An AI-powered task management system designed for modern development workflows. Vibex Task Manager uses AWS Bedrock exclusively to provide intelligent task generation, complexity analysis, and multi-agent coordination capabilities. โœจ Key Features - **๐ŸŽฏ Zero-Configuration AWS Integration**: Automatic model detection and setup - **๐Ÿค– AI-Powered Task Management**: Generate and manage tasks with Claud

MCPverified

Public facts

6

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Sethdford

Artifacts

0

Benchmarks

0

Last release

0.18.6

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/sethdford/vibex-task-manager.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  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

Sethdford

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key, oauth

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 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

Artifacts Archive

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

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

json

{
  "mcpServers": {
    "vibex-task-manager": {
      "command": "npx",
      "args": ["-y", "--package=vibex-task-manager", "vibex"],
      "env": {
        "AWS_PROFILE": "your-aws-profile",
        "AWS_DEFAULT_REGION": "us-east-1"
      }
    }
  }
}

bash

npm install -g vibex-task-manager

bash

npm install vibex-task-manager

bash

# Configure AWS credentials (if not already done)
aws configure

# Test AWS Bedrock connection and auto-detect models
vibex config detect

bash

# Navigate to your project directory
cd your-project

# Initialize Vibex Task Manager with auto-detection
vibex init

# Or initialize with custom settings
vibex init --name "My Project" --description "Project description"

bash

# ๐ŸŽฏ Natural Language Task Creation (NEW!)
vibex "Create a simple hello world Python script called hello.py"
vibex "Build a REST API for user management with authentication"
vibex "Fix the login bug and add error handling"

# ๐Ÿ“‹ Traditional Task Management
vibex list                              # List all tasks
vibex show 5                           # Show task details
vibex next                             # Get next recommended task
vibex expand 5                         # Expand task into subtasks
vibex status 5 done                    # Set task status

# ๐Ÿ› ๏ธ Project Management
vibex parse-prd requirements.md        # Parse PRD into tasks
vibex config setup                     # Configure AWS Bedrock
vibex init                             # Initialize project

# ๐Ÿ”Œ MCP Server Mode
vibex mcp                              # Start MCP server for AI editors
vibex                                  # Auto-start MCP server (no args)

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

A task management system for ambitious AI-driven development using AWS Bedrock exclusively. Vibex Task Manager An AI-powered task management system designed for modern development workflows. Vibex Task Manager uses AWS Bedrock exclusively to provide intelligent task generation, complexity analysis, and multi-agent coordination capabilities. โœจ Key Features - **๐ŸŽฏ Zero-Configuration AWS Integration**: Automatic model detection and setup - **๐Ÿค– AI-Powered Task Management**: Generate and manage tasks with Claud

Full README

Vibex Task Manager

An AI-powered task management system designed for modern development workflows. Vibex Task Manager uses AWS Bedrock exclusively to provide intelligent task generation, complexity analysis, and multi-agent coordination capabilities.

โœจ Key Features

  • ๐ŸŽฏ Zero-Configuration AWS Integration: Automatic model detection and setup
  • ๐Ÿค– AI-Powered Task Management: Generate and manage tasks with Claude models
  • ๐Ÿ”ฌ SPARC Methodology: A structured, AI-assisted workflow for complex problem-solving (Specification, Pseudocode, Architecture, Refinement, Completion).
  • ๐Ÿ”— MCP Integration: Seamless integration with AI-powered editors (Cursor, Claude Code, VS Code)
  • ๐Ÿ“Š Intelligent Analysis: Automatic task complexity assessment and recommendations
  • ๐Ÿค Multi-Agent Coordination: Enable multiple AI agents to work together effectively
  • ๐Ÿ”’ Enterprise Security: AWS-grade security and compliance
  • ๐Ÿ’ฐ Cost Optimization: Pay-per-use AWS Bedrock pricing

๐Ÿš€ Quick Start

1. Install Vibex Task Manager

Choose your preferred installation method:

MCP Integration (Recommended for AI Editors)

Add to your .cursor/mcp.json or equivalent:

{
  "mcpServers": {
    "vibex-task-manager": {
      "command": "npx",
      "args": ["-y", "--package=vibex-task-manager", "vibex"],
      "env": {
        "AWS_PROFILE": "your-aws-profile",
        "AWS_DEFAULT_REGION": "us-east-1"
      }
    }
  }
}

Global CLI Installation

npm install -g vibex-task-manager

Project Dependency

npm install vibex-task-manager

2. Configure AWS Bedrock

Ensure you have AWS credentials configured and Bedrock access enabled:

# Configure AWS credentials (if not already done)
aws configure

# Test AWS Bedrock connection and auto-detect models
vibex config detect

3. Initialize Your Project

# Navigate to your project directory
cd your-project

# Initialize Vibex Task Manager with auto-detection
vibex init

# Or initialize with custom settings
vibex init --name "My Project" --description "Project description"

4. Unified Command Interface

NEW: Use the simplified vibex command for all operations!

# ๐ŸŽฏ Natural Language Task Creation (NEW!)
vibex "Create a simple hello world Python script called hello.py"
vibex "Build a REST API for user management with authentication"
vibex "Fix the login bug and add error handling"

# ๐Ÿ“‹ Traditional Task Management
vibex list                              # List all tasks
vibex show 5                           # Show task details
vibex next                             # Get next recommended task
vibex expand 5                         # Expand task into subtasks
vibex status 5 done                    # Set task status

# ๐Ÿ› ๏ธ Project Management
vibex parse-prd requirements.md        # Parse PRD into tasks
vibex config setup                     # Configure AWS Bedrock
vibex init                             # Initialize project

# ๐Ÿ”Œ MCP Server Mode
vibex mcp                              # Start MCP server for AI editors
vibex                                  # Auto-start MCP server (no args)

Legacy Commands: All vibex-task-manager commands still work for backward compatibility.

๐Ÿค– NEW: Agentic Development Assistant + Claude Code Integration

Transform your development workflow with natural language commands and Claude Code integration!

Quick Start with Vibex Dev

# Natural language development with Claude Code backend
vibex-dev --claude-code "Create a REST API for user management with CRUD operations"
vibex-dev --claude-code "Refactor the authentication service to use TypeScript interfaces"
vibex-dev --claude-code "Add comprehensive error handling to all API endpoints"

# Hybrid: Claude Code + Task Management
vibex-dev --claude-code --with-tasks "Build user authentication and track progress"
vibex-dev --claude-code --with-tasks "Fix the login bug and update task status"

# Smart model routing
vibex-dev --model-strategy smart "Optimize database performance"

# Traditional Bedrock mode (enterprise-optimized)
vibex-dev "Analyze codebase and suggest architectural improvements"

# See all examples including Claude Code integration
vibex-dev examples

๐Ÿš€ Integration Options

| Mode | Backend | Best For | Cost | |------|---------|----------|------| | --claude-code | Claude Code | Complex coding tasks | Variable | | --model-strategy smart | Auto-routing | Balanced performance | Optimized | | Default | AWS Bedrock | Enterprise/cost control | Predictable |

Key Features

  • ๐Ÿ—ฃ๏ธ Natural Language Interface: Describe what you want in plain English
  • ๐Ÿ”Œ Claude Code Integration: Best-in-class conversational development
  • ๐Ÿ”ง Direct File Manipulation: AI reads, writes, and modifies your code
  • ๐Ÿง  Multi-Backend Support: Claude Code, AWS Bedrock, or smart routing
  • โšก Enterprise Optimized: Cost controls, audit trails, compliance
  • ๐Ÿ“‹ Task Integration: Combines development with project management
  • ๐Ÿ”„ MCP Compatible: Works with Claude Desktop and other MCP clients
  • ๐Ÿข Corporate Friendly: No external data sharing when using Bedrock mode

Quick Claude Code Integration

# Install both tools
npm install -g @anthropic-ai/claude-code vibex-task-manager

# Start developing with Claude Code backend
vibex-dev --claude-code "Help me build a user authentication system"

# Run integration examples
./examples/claude-code-integration.sh

Evolution Roadmap

โœ… Phase 1 Complete: Claude Code integration and MCP compatibility ๐Ÿ”„ Phase 2 (Current): Enhanced UI and workflow automation ๐Ÿ“‹ Phase 3 (Next): Advanced Git workflows and testing automation ๐Ÿš€ Phase 4 (Future): Multi-model orchestration and collaborative development

๐Ÿ“– Complete Integration Guide - Detailed setup and usage patterns ๐Ÿ“– Evolution Roadmap - Technical implementation timeline

๐Ÿค– Claude Integration

NEW: Seamlessly integrate with Claude Desktop and VS Code for AI-powered task management!

Quick Claude Desktop Setup

  1. Install globally:

    npm install -g vibex-task-manager@latest
    
  2. Add to Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json):

    {
      "mcpServers": {
        "vibex-task-manager": {
          "command": "npx",
          "args": ["vibex-task-manager@latest", "vibex", "mcp"],
          "env": {
            "AWS_REGION": "us-east-1",
            "AWS_PROFILE": "default"
          }
        }
      }
    }
    
  3. Restart Claude Desktop and start managing tasks with natural language!

Example Claude Conversations

  • "Show me all my current tasks" - Lists your tasks
  • "Add a new task to implement user authentication" - Creates structured tasks
  • "What should I work on next?" - Gets AI recommendations
  • "Generate the implementation files for task T-001" - Creates code files
  • "Analyze the complexity of my current tasks" - Provides detailed analysis

๐Ÿ“– Complete Claude Integration Guide - Detailed setup for Claude Desktop, VS Code, and command line workflows.

๐Ÿ“š Documentation

๐ŸŽฏ Getting Started

๐Ÿ› ๏ธ Usage Guides

๐Ÿ”— Integration

๐Ÿ“– Reference

โšก Advanced

๏ฟฝ๏ฟฝ Common Use Cases

Individual Developers

# Break down a large feature into manageable tasks
vibex-task-manager parse-prd feature-spec.md --num-tasks 15

# Get AI assistance for complex tasks
vibex-task-manager expand --id 5 --research --prompt "Focus on security aspects"

# Track progress and get recommendations
vibex-task-manager next
vibex-task-manager analyze --research

AI Agent Teams

# Agent A: Claim and start working on a task
vibex-task-manager set-status --id 5 --status in-progress
vibex-task-manager update-task --id 5 --prompt "Implementing OAuth2 integration"

# Agent B: Find available work
vibex-task-manager next  # Gets next available task based on dependencies

# Agent C: Review and coordinate
vibex-task-manager list --status review
vibex-task-manager research --query "OAuth2 security best practices" --save-to 5.2

Development Teams

# Project manager: Set up project structure
vibex-task-manager init --name "E-commerce Platform"
vibex-task-manager parse-prd requirements.md --research

# Developer: Work on assigned tasks
vibex-task-manager show 5  # Get detailed task information
vibex-task-manager update-task --id 5 --append --prompt "Progress update: API endpoints completed"

# Reviewer: Quality assurance workflow
vibex-task-manager set-status --id 5 --status review
vibex-task-manager update-task --id 5 --append --prompt "Code review complete, ready for deployment"

Complex Problem-Solving with SPARC

# Enable SPARC for a complex task
vibex-task-manager sparc enable 7

# Generate requirements for the 'Specification' phase
vibex-task-manager sparc generate-requirements 7

# Advance to the 'Pseudocode' phase
vibex-task-manager sparc advance 7 pseudocode

# Generate pseudocode for the task
vibex-task-manager sparc generate-pseudocode 7

# ... continue through Architecture, Refinement, and Completion ...

# Validate the completed SPARC workflow
vibex-task-manager sparc validate 7

๐Ÿš€ Why Vibex Task Manager?

๐ŸŽฏ Zero-Configuration AI

  • Automatic AWS Bedrock model detection
  • No API key management for multiple providers
  • Intelligent model selection based on use case

๐Ÿ”’ Enterprise-Ready

  • AWS-grade security and compliance
  • Local data processing with cloud AI
  • Granular access controls and audit trails

๐Ÿ’ฐ Cost-Effective

  • Pay-per-use AWS Bedrock pricing
  • No subscription fees or monthly costs
  • Transparent usage tracking

๐Ÿค– AI-Agent Optimized

  • Built for multi-agent coordination
  • Context preservation across sessions
  • Intelligent conflict resolution

๐ŸŒ Global Scale

  • AWS infrastructure worldwide
  • Multi-region support
  • High availability and performance

๐Ÿ› ๏ธ Supported Environments

Operating Systems

  • โœ… macOS (Intel & Apple Silicon)
  • โœ… Windows (10/11)
  • โœ… Linux (Ubuntu, Debian, CentOS, etc.)

Node.js Versions

  • โœ… Node.js 18.x (LTS)
  • โœ… Node.js 20.x (LTS)
  • โœ… Node.js 22.x (Current)

AI Editors with MCP Support

  • โœ… Cursor (recommended)
  • โœ… Claude Code
  • โœ… VS Code (with MCP extension)
  • โœ… Windsurf
  • โœ… Any MCP-compatible editor

AWS Bedrock Models

  • Claude 3.5 Sonnet - Latest and most capable
  • Claude 3 Opus - Best for complex reasoning
  • Claude 3 Sonnet - Balanced performance
  • Claude 3 Haiku - Fast and efficient

๐Ÿ”ง Configuration

AWS Credentials

Configure AWS access using any of these methods:

# AWS CLI (recommended)
aws configure

# Environment variables
export AWS_ACCESS_KEY_ID=your-key
export AWS_SECRET_ACCESS_KEY=your-secret
export AWS_DEFAULT_REGION=us-east-1

# AWS Profile
export AWS_PROFILE=your-profile

Project Configuration

Vibex Task Manager automatically creates a .vibex/ directory with:

  • config.json - Project settings and model configurations
  • tasks/tasks.json - Task data and relationships
  • docs/research/ - AI research findings and cache
  • reports/ - Complexity analysis and metrics

๐Ÿ“Š Example Workflows

Project Initialization

# 1. Initialize with auto-detection
vibex-task-manager init

# 2. Parse requirements document
vibex-task-manager parse-prd requirements.md --num-tasks 20

# 3. Analyze and expand complex tasks
vibex-task-manager analyze --research
vibex-task-manager expand --all --force

# 4. Generate individual task files
vibex-task-manager generate

Daily Development

# 1. Get next recommended task
vibex-task-manager next

# 2. Start working on task
vibex-task-manager set-status --id 5 --status in-progress

# 3. Get AI assistance as needed
vibex-task-manager research --query "React hooks best practices" --save-to 5.2
vibex-task-manager update-task --id 5 --prompt "Implemented custom hooks for state management"

# 4. Complete and move to next
vibex-task-manager set-status --id 5 --status done
vibex-task-manager next

Team Coordination

# 1. Check team progress
vibex-task-manager list --format table

# 2. Review tasks needing attention
vibex-task-manager list --status review

# 3. Coordinate dependencies
vibex-task-manager validate-dependencies
vibex-task-manager add-dependency --id 7 --depends-on 5

# 4. Share research findings
vibex-task-manager research --query "API security checklist" --save-to-file

๐Ÿค Contributing

We welcome contributions! Please see our Contributing Guide for details.

Development Setup

# Clone the repository
git clone https://github.com/sethdford/vibex-task-manager.git
cd vibex-task-manager

# Install dependencies
npm install

# Build the project
npm run build

# Run tests
npm test

# Link for local development
npm link

๐Ÿ“„ License

This project is licensed under an extremely permissive MIT License that explicitly allows commercial use, repackaging, and selling. See the LICENSE file for details.

Commercial Use Explicitly Permitted

  • โœ… Use in commercial products
  • โœ… Sell and redistribute
  • โœ… Repackage and rebrand
  • โœ… Integrate into proprietary software
  • โœ… No attribution required in end products

๐Ÿ†˜ Support

Documentation

Community Support

  • GitHub Issues - Bug reports and feature requests
  • Discussions - Community Q&A and best practices
  • Examples - Real-world usage patterns and workflows

Enterprise Support

For enterprise deployments and custom integrations, contact us for professional support options.

๐Ÿ”„ Migration

From task-master-ai

Migrating from the legacy task-master-ai? We've got you covered:

# Update MCP configuration
# Replace "task-master-ai" with "vibex-task-manager" in your MCP config

# Run migration command
vibex-task-manager migrate

# The migration will:
# - Convert old .taskmaster/ directories to .vibex/
# - Update configuration format
# - Preserve all task data and relationships
# - Migrate to AWS Bedrock models

See the Migration Guide for detailed instructions.

๐Ÿš€ What's Next?

  1. Install Vibex Task Manager using your preferred method
  2. Set up AWS Bedrock for AI capabilities
  3. Follow the tutorial to learn the basics
  4. Explore examples for your specific use case
  5. Configure advanced features as needed

Transform your project management with AI-powered task management. Get started with Vibex Task Manager today!

Contract & API

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

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

mcp, api_key, oauth

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/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

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
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key",
    "oauth"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/sethdford/vibex-task-manager#input",
  "outputSchemaRef": "https://github.com/sethdford/vibex-task-manager#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:44:47.683Z",
  "sourceUpdatedAt": "2026-02-24T19:44:47.683Z",
  "freshnessSeconds": 4430995
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T02:34:43.231Z"
    }
  },
  "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": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "key": "claude",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "task",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "management",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "development",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cursor",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "anthropic",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "llm",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "context",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:claude|supported|profile capability:task|supported|profile capability:management|supported|profile capability:ai|supported|profile capability:development|supported|profile capability:cursor|supported|profile capability:anthropic|supported|profile capability:llm|supported|profile capability:mcp|supported|profile capability:context|supported|profile capability:cli|supported|profile"
}

Facts JSON

[
  {
    "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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:47.683Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key, oauth",
    "href": "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:47.683Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/sethdford/vibex-task-manager#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:47.683Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Sethdford",
    "href": "https://github.com/sethdford/vibex-task-manager#readme",
    "sourceUrl": "https://github.com/sethdford/vibex-task-manager#readme",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sethdford-vibex-task-manager/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท 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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