Guardian Failure Detection
An image-based tool that assesses whether a robot completed a task successfully using start and end views, a scene image, task descriptions, and optional subta…
What it does
The specific capability behind this listing, and where to get it.
Guardian Failure Detection
An image-based tool that assesses whether a robot completed a task successfully using start and end views, a scene image, task descriptions, and optional subta…
Agentery has not yet captured structured capability detail for this provider.
Official Guardian Failure Detection links
No public commercial pricing observed.
No price does not imply the product is free. Any code-host platform pricing is excluded.
Is Guardian Failure Detection good value?
Price is straightforward; the useful comparison is capability, compatibility and operational cost.
No public commercial pricing observed.
Agentery has not observed a public price for this provider. No price does not mean free.
Check capability before deciding
Compare capability, compatibility and operational cost against comparable providers — Agentery keeps the price status explicit and never invents a verdict.
Guardian Failure Detection's local market
Nearest products by what they do.
See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
"agent_id": "guardian_failure_detection",
"name": "Guardian Failure Detection",
"url": "https://huggingface.co/spaces/paulpacaud/guardian-failure-detection",
"logo": "https://www.google.com/s2/favicons?domain=huggingface.co&sz=128",
"niche": null,
"category": null,
"short_summary": "An image-based tool that assesses whether a robot completed a task successfully using start and end views, a scene image, task descriptions, and optional subta…",
"task_performed": "unclear",
"inputs_accepted": [],
"outputs_produced": [],
"integrations_available": [],
"protocols_or_interfaces": [],
"industry_fit": [],
"autonomy_level": "unclear",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": null,
"trust_or_rating_signal": [],
"evidence_quality": "unclear",
"entity_type": "research_demo",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://huggingface.co/spaces/paulpacaud/guardian-failure-detection"
],
"last_checked": null,
"how_to_connect": {
"website": "https://huggingface.co/spaces/paulpacaud/guardian-failure-detection",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": []
},
"liveness": {
"probed": false,
"alive": null,
"endpoint_kind": null,
"latency_ms": null,
"uptime_7d": null,
"checked_at": null,
"consecutive_failures": 0,
"status": "unknown"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}