How should augment-test-agents 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

augment-test-agents answer-first brief

Test agents for validating Augment BYO agent flow with Kagenti (LangGraph, Google ADK, CrewAI) Augment Test Agents Three minimal A2A agents for validating the **Augment BYO Agent** flow with $1. Each agent uses a different framework but follows the same pattern: A2A protocol, OpenAI-compatible LLM backend, container image deployment. | Agent | Framework | Description | |-------|-----------|-------------| | hello-langgraph | $1 | Helpful assistant that explains concepts clearly | | hello-adk | $1 | Friendly tec Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

augment-test-agents 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

Card Facts Snapshot Contract Trust

Agent DossierGITHUB REPOSSafety: 66/100

augment-test-agents

OpenClawself-declared

Public facts

Change events

Artifacts

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

Rrbanda

Artifacts

Benchmarks

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Unpublished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
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

Rrbanda

profilemedium

Observed Oct 9, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Oct 9, 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 REPOS

Extracted files

Examples

Snippets

Languages

python

Executable Examples

bash

cd a2a/hello_langgraph
cp ../../.env.example .env
# Edit .env with your LLM endpoint
uv sync
uv run server
# Agent listens on http://localhost:8000

bash

cd a2a/hello_langgraph
   docker build -t ghcr.io/<YOUR_USERNAME>/augment-test-agents/hello-langgraph:latest .
   docker push ghcr.io/<YOUR_USERNAME>/augment-test-agents/hello-langgraph:latest

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

Full README

Augment Test Agents

Three minimal A2A agents for validating the Augment BYO Agent flow with Kagenti. Each agent uses a different framework but follows the same pattern: A2A protocol, OpenAI-compatible LLM backend, container image deployment.

| Agent | Framework | Description | |-------|-----------|-------------| | hello-langgraph | LangGraph | Helpful assistant that explains concepts clearly | | hello-adk | Google ADK | Friendly tech advisor | | hello-crewai | CrewAI | Creative brainstorming partner |

Quick Start

Prerequisites

Python 3.12+ with uv
Docker or Podman
Access to an OpenAI-compatible LLM endpoint

Run locally

cd a2a/hello_langgraph
cp ../../.env.example .env
# Edit .env with your LLM endpoint
uv sync
uv run server
# Agent listens on http://localhost:8000

Deploy via Augment BYO Wizard

Build and push the image:

cd a2a/hello_langgraph
docker build -t ghcr.io/<YOUR_USERNAME>/augment-test-agents/hello-langgraph:latest .
docker push ghcr.io/<YOUR_USERNAME>/augment-test-agents/hello-langgraph:latest

In the Augment UI, click Create Agent > BYO Agent
Fill in:
- Name: hello-langgraph
- Namespace: <YOUR_NAMESPACE>
- Protocol: A2A
- Framework: LangGraph
- Deployment method: Container Image
- Image: ghcr.io/<YOUR_USERNAME>/augment-test-agents/hello-langgraph:latest
Add environment variables:
- LLM_API_BASE = your OpenAI-compatible endpoint
- LLM_MODEL = model name (e.g. gemini/models/gemini-2.5-flash)
- LLM_API_KEY = API key (or dummy if not required)
Click Create

Configuration

All agents read configuration from environment variables:

| Variable | Default | Description | |----------|---------|-------------| | LLM_API_BASE | http://localhost:11434/v1 | OpenAI-compatible API base URL | | LLM_MODEL | gemini/models/gemini-2.5-flash | Model identifier | | LLM_API_KEY | dummy | API key (use dummy for endpoints that don't require auth) | | HOST | 0.0.0.0 | Server bind address | | PORT | 8000 | Server port |

License

Apache-2.0

Contract & API

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

MissingGITHUB REPOS

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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-rrbanda-augment-test-agents/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-rrbanda-augment-test-agents/contract"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-rrbanda-augment-test-agents/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

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activepieces

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MCPOPENCLAW

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OPENCLAW

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-rrbanda-augment-test-agents/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-rrbanda-augment-test-agents/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-rrbanda-augment-test-agents/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-rrbanda-augment-test-agents/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-rrbanda-augment-test-agents/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-rrbanda-augment-test-agents/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-10T01:52:16.842Z"
    }
  },
  "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": "Rrbanda",
    "href": "https://github.com/rrbanda/augment-test-agents",
    "sourceUrl": "https://github.com/rrbanda/augment-test-agents",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T20:05:58.968Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-rrbanda-augment-test-agents/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-rrbanda-augment-test-agents/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T20:05:58.968Z",
    "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-rrbanda-augment-test-agents/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-rrbanda-augment-test-agents/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
  }
]