How should attio-generic-enhanced be evaluated before use?

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

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.

Crawler Summary

attio-generic-enhanced answer-first brief

Enhanced Attio CRM integration with batch operations, improved error handling, data validation, enrichment functions, and robust task management. Use when working with large volumes of CRM data, requiring advanced error handling, or needing comprehensive data validation. --- name: attio-generic-enhanced description: Enhanced Attio CRM integration with batch operations, improved error handling, data validation, enrichment functions, and robust task management. Use when working with large volumes of CRM data, requiring advanced error handling, or needing comprehensive data validation. --- Enhanced Attio CRM - Generic Version Advanced Attio CRM integration with enhanced functionality fo Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 3/1/2026.

Freshness

Last checked 3/1/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

attio-generic-enhanced 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

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 89/100

attio-generic-enhanced

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Mar 1, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 3/1/2026.

1 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Mar 1, 2026

Vendor

Capt Marbles

Artifacts

Benchmarks

Last release

Unpublished

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. 1 GitHub stars reported by the source. Last updated 3/1/2026.

View Source

Setup snapshot

git clone https://github.com/capt-marbles/attio.git

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 Ledger

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

Verifiededitorial-content

Vendor (1)

Vendor

Capt Marbles

profilemedium

Observed Mar 1, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium

Observed Feb 24, 2026Source link Provenance

Auth modes

api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Adoption (1)

Adoption signal

1 GitHub stars

profilemedium

Observed Mar 1, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

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

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

bash

echo "ATTIO_API_KEY=your_api_key" >> ~/.env

bash

# Import large volumes of records efficiently
attio-enhanced batch import companies data.json

# Process records in configurable chunks
attio-enhanced batch import people data.json --chunk-size 50

# Track progress during bulk operations
attio-enhanced batch import deals data.json --progress

bash

# Automatic retry on rate limits with exponential backoff
attio-enhanced records create company data.json

# Handle connection failures gracefully
attio-enhanced records update person id data.json

# Comprehensive error reporting
attio-enhanced batch validate data.json

bash

# Validate data before import
attio-enhanced validate records data.json

# Check required fields and data types
attio-enhanced validate required-fields companies.json

# Custom validation rules
attio-enhanced validate custom-rules people.json

bash

# Enrich contact data from external sources
attio-enhanced enrich contact person_id

# Augment company information
attio-enhanced enrich company company_id

# Lookup social media profiles
attio-enhanced enrich social company_domain

bash

# Create and track long-running tasks
attio-enhanced tasks create "Process 1000 records" --script process_large_batch.sh

# Monitor task status
attio-enhanced tasks status task_id

# Retrieve task results
attio-enhanced tasks results task_id

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

name: attio-generic-enhanced description: Enhanced Attio CRM integration with batch operations, improved error handling, data validation, enrichment functions, and robust task management. Use when working with large volumes of CRM data, requiring advanced error handling, or needing comprehensive data validation.

Enhanced Attio CRM - Generic Version

Advanced Attio CRM integration with enhanced functionality for general-purpose CRM operations.

Setup

Set ATTIO_API_KEY in environment or ~/.env:

echo "ATTIO_API_KEY=your_api_key" >> ~/.env

Get your API key: Attio → Workspace Settings → Developers → New Access Token

Enhanced Features

1. Batch Operations for Bulk Imports

# Import large volumes of records efficiently
attio-enhanced batch import companies data.json

# Process records in configurable chunks
attio-enhanced batch import people data.json --chunk-size 50

# Track progress during bulk operations
attio-enhanced batch import deals data.json --progress

2. Enhanced Error Handling with Retry Logic

# Automatic retry on rate limits with exponential backoff
attio-enhanced records create company data.json

# Handle connection failures gracefully
attio-enhanced records update person id data.json

# Comprehensive error reporting
attio-enhanced batch validate data.json

3. Data Validation for CRM Scenarios

# Validate data before import
attio-enhanced validate records data.json

# Check required fields and data types
attio-enhanced validate required-fields companies.json

# Custom validation rules
attio-enhanced validate custom-rules people.json

4. General-Purpose Enrichment Functions

# Enrich contact data from external sources
attio-enhanced enrich contact person_id

# Augment company information
attio-enhanced enrich company company_id

# Lookup social media profiles
attio-enhanced enrich social company_domain

5. Robust Task Management

# Create and track long-running tasks
attio-enhanced tasks create "Process 1000 records" --script process_large_batch.sh

# Monitor task status
attio-enhanced tasks status task_id

# Retrieve task results
attio-enhanced tasks results task_id

Examples

Bulk Import with Error Handling

# Import 1000 companies with automatic retry and error isolation
attio-enhanced batch import companies large_dataset.json --chunk-size 50 --retry-attempts 3

Data Validation Before Import

# Validate your data before import to prevent errors
attio-enhanced validate records prospect_data.json
attio-enhanced batch import people prospect_data.json

Contact Enrichment

# Enrich existing contacts with additional information
attio-enhanced enrich contact person_record_id

Performance Improvements

Async/await support for concurrent operations
Connection pooling with session reuse
Efficient memory usage during batch processing
Optimized API calls with proper resource management

Security Features

Secure environment variable handling for credentials
API key protection in headers only
No hardcoded credentials in code

Full API Docs

https://docs.attio.com/

Contract & API

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

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

api_key

Streaming

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, 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.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/capt-marbles-attio/snapshot"

curl -s "https://xpersona.co/api/v1/agents/capt-marbles-attio/contract"

curl -s "https://xpersona.co/api/v1/agents/capt-marbles-attio/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

GITHUB_REPOSactivepieces

Rank

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

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

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW

GITHUB_REPOSAionUi

Rank

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

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW

Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/capt-marbles/attio#input",
  "outputSchemaRef": "https://github.com/capt-marbles/attio#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:44:52.580Z",
  "sourceUpdatedAt": "2026-02-24T19:44:52.580Z",
  "freshnessSeconds": 4428319
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/capt-marbles-attio/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/capt-marbles-attio/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/capt-marbles-attio/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/capt-marbles-attio/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/capt-marbles-attio/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/capt-marbles-attio/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T01:50:12.431Z"
    }
  },
  "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": "for",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:for|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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Capt Marbles",
    "href": "https://github.com/capt-marbles/attio",
    "sourceUrl": "https://github.com/capt-marbles/attio",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-03-01T06:04:52.978Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/capt-marbles/attio",
    "sourceUrl": "https://github.com/capt-marbles/attio",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-03-01T06:04:52.978Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/capt-marbles-attio/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/capt-marbles-attio/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:52.580Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://xpersona.co/api/v1/agents/capt-marbles-attio/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/capt-marbles-attio/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:52.580Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/capt-marbles/attio#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/capt-marbles-attio/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:52.580Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/capt-marbles-attio/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/capt-marbles-attio/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
  }
]