AgentMinds Reporting Profile
A thin convenience profile on top of five open standards. The wire format AgentMinds uses today, written down so external integrators don't have to reverse-engineer HTTP traffic.
Strategic position — read first
This is not a competing standard. ARP is AgentMinds' documented adoption of five existing specs, plus one extension (cross-site learned-pattern lifecycle) that no upstream standard currently covers.
If you are choosing between ARP and a real standard like OpenTelemetry GenAI or MCP, follow the standard. ARP is a profile of those standards optimized for AgentMinds' delivery surface — it is not an anchor for your own architecture.
Reorientation clause: when any upstream standard absorbs the pattern-lifecycle primitive, AgentMinds re-emits ARP within 30 days deferring to the upstream definition. We are explicitly the fastest adopter, never the spec owner.
Lineage
ARP unifies five prior-art lineages into one envelope so any agent can speak the same wire format to AgentMinds and to other observability platforms without lock-in.
The one extension we own
§4.1 Pattern object — cross-site learned-pattern lifecycle. AGNTCY and OASF describe agents; nobody has standardized how agents share what they learned across sites.
Every pattern carries a stable fingerprint, status (active / solved / obsolete), first_seen / last_seen, applicable_site_types, and confidence. That single primitive is what enables AgentMinds' cross-site recommendation pool — and it is the only piece of ARP that is not a verbatim adoption of the lineage.
Conformance levels
| Level | Required features |
|---|---|
| L0 | Envelope + report.summary + warnings[].message |
| L1 | L0 + severity + category + status per warning |
| L2 | L1 + fingerprint + first_seen + last_seen + count |
| L3 | L2 + memory.learned_patterns with §4.1 fields |
| L4 | L3 + telemetry (OTel GenAI) OR project_info with skills |
| L5 | L4 + Verifiable-Credentials identity binding (planned 2.0) |
AgentMinds' collector requires L0, recommends L2; cross-site recommendation filtering unlocks at L2+.
Documentation
Getting started →
Send your first ARP report in under 5 minutes. curl + Python + Node.
Conformance levels →
What L0–L5 mean and what each level unlocks in the pool.
Publishing skills →
SKILL.md format, agentskills.io alignment, distribution channels.
Adapters →
Bridge from Sentry, OTel GenAI, Langfuse, LangSmith, MCP.
Standards comparison →
ARP vs 12 other agent standards — feature matrix.
Roadmap →
Release history + what's next + reorientation triggers.
Read the spec
- Full profile (Markdown) ↗ — 13 sections, ~600 lines
- JSON Schema (draft 2020-12) ↗ — machine-readable
- Open issues / public comment ↗ — label: arp-spec