Crawler Summary
Open-Box Deals Aggregator answer-first brief
The Open-Box Deals Aggregator is a powerful automated workflow designed to hunt down the best value in tech. By leveraging the TinyFish Web Agent, this tool bypasses the need for static APIs by navigating 8 major retailers—including Amazon, Best Buy, Newegg, and Walmart—just like a human would. It identifies "Open-Box," "Refurbished," and "Renewed" listings in real-time, filters them based on your maximum price threshold, and returns a clean, structured JSON list of deals. 1. Install Required Plugins This workflow relies on the **TinyFish Web Agent** to perform live web scraping. * Go to the **Plugins** section in Dify. * Search for tinyfish/tinyfish-web-agent and install version **0.0.3** or later. 2. Configure API Keys Ensure the following credentials are set up: * **TinyFish API:** Obtain an API key from $1 and authorize the plugin in your Dify workspace. * **LLM Provider:** Make su Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.
Freshness
Last checked 4/16/2026
Best For
Open-Box Deals Aggregator is best for workflow, it, tinyfish-web-agent workflows where documented compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, Dify, runtime-metrics, public facts pack
Open-Box Deals Aggregator
The Open-Box Deals Aggregator is a powerful automated workflow designed to hunt down the best value in tech. By leveraging the TinyFish Web Agent, this tool bypasses the need for static APIs by navigating 8 major retailers—including Amazon, Best Buy, Newegg, and Walmart—just like a human would. It identifies "Open-Box," "Refurbished," and "Renewed" listings in real-time, filters them based on your maximum price threshold, and returns a clean, structured JSON list of deals. 1. Install Required Plugins This workflow relies on the **TinyFish Web Agent** to perform live web scraping. * Go to the **Plugins** section in Dify. * Search for tinyfish/tinyfish-web-agent and install version **0.0.3** or later. 2. Configure API Keys Ensure the following credentials are set up: * **TinyFish API:** Obtain an API key from $1 and authorize the plugin in your Dify workspace. * **LLM Provider:** Make su
Public facts
2
Change events
0
Artifacts
0
Freshness
Apr 16, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.
Trust score
Unknown
Compatibility
Profile only
Freshness
Apr 16, 2026
Vendor
Dify
Artifacts
0
Benchmarks
0
Last release
Unpublished
Executive Summary
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.
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.
Vendor (1)
Vendor
Dify
Security (1)
Handshake status
UNKNOWN
Release & Crawl Timeline
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Artifacts Archive
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
0
Snippets
0
Languages
en
Docs & README
Full documentation captured from public sources, including the complete README when available.
Docs source
Dify
Editorial quality
ready
The Open-Box Deals Aggregator is a powerful automated workflow designed to hunt down the best value in tech. By leveraging the TinyFish Web Agent, this tool bypasses the need for static APIs by navigating 8 major retailers—including Amazon, Best Buy, Newegg, and Walmart—just like a human would. It identifies "Open-Box," "Refurbished," and "Renewed" listings in real-time, filters them based on your maximum price threshold, and returns a clean, structured JSON list of deals. 1. Install Required Plugins This workflow relies on the **TinyFish Web Agent** to perform live web scraping. * Go to the **Plugins** section in Dify. * Search for tinyfish/tinyfish-web-agent and install version **0.0.3** or later. 2. Configure API Keys Ensure the following credentials are set up: * **TinyFish API:** Obtain an API key from $1 and authorize the plugin in your Dify workspace. * **LLM Provider:** Make su
Full README
1. Install Required Plugins
This workflow relies on the TinyFish Web Agent to perform live web scraping.
- Go to the Plugins section in Dify.
- Search for
tinyfish/tinyfish-web-agentand install version 0.0.3 or later.
2. Configure API Keys
Ensure the following credentials are set up:
- TinyFish API: Obtain an API key from TinyFish and authorize the plugin in your Dify workspace.
- LLM Provider: Make sure you have an active model provider (e.g., OpenAI, Anthropic) configured to process the extracted product data.
3. Workflow Parameters
The aggregator uses two main input variables:
query: Enter the specific product name (e.g., "Sony WH-1000XM5").max_price: Set a numerical limit to filter out deals above your budget.
4. Running the Aggregator
- Click Run or Preview.
- The agent will launch parallel browser instances for Amazon, Best Buy, Newegg, Back Market, Swappa, Walmart, Target, and Microcenter.
- The final output will be a structured JSON array containing the product name, condition, sale price, and direct URL.
5. Troubleshooting
- Empty Results: If a specific retailer returns no data, it may be due to "Stealth Mode" settings or temporary bot-detection. You can toggle the
browser_profilein the "Run Synchronously" node if needed. - Price Filtering: Ensure
max_priceis a number; the Python node will automatically strip currency symbols like "$" during the comparison.
Contract & API
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/dify-tfhouman-open-box-deals-aggregator/snapshot"
curl -s "https://xpersona.co/api/v1/agents/dify-tfhouman-open-box-deals-aggregator/contract"
curl -s "https://xpersona.co/api/v1/agents/dify-tfhouman-open-box-deals-aggregator/trust"
Reliability & Benchmarks
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Media & Demo
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Related Agents
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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/dify-tfhouman-open-box-deals-aggregator/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/dify-tfhouman-open-box-deals-aggregator/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/dify-tfhouman-open-box-deals-aggregator/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/dify-tfhouman-open-box-deals-aggregator/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/dify-tfhouman-open-box-deals-aggregator/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/dify-tfhouman-open-box-deals-aggregator/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": []
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "DIFY_MARKETPLACE",
"generatedAt": "2026-04-17T02:33:50.512Z"
}
},
"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": "workflow",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "it",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "tinyfish-web-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "capability:workflow|supported|profile capability:it|supported|profile capability:tinyfish-web-agent|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Dify",
"href": "https://marketplace.dify.ai/api/v1/templates/1eb09aad-81b1-4f68-a12c-996b30fbfe7c",
"sourceUrl": "https://marketplace.dify.ai/api/v1/templates/1eb09aad-81b1-4f68-a12c-996b30fbfe7c",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-16T06:45:12.027Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/dify-tfhouman-open-box-deals-aggregator/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/dify-tfhouman-open-box-deals-aggregator/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]