Borrowing it
Nothing to install: this file belongs to mckinsey/agents-at-scale-ark. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/mckinsey/agents-at-scale-ark/main/.claude/skills/a2a-protocol/SKILL.mdgit clone --depth 1 https://github.com/mckinsey/agents-at-scale-arkWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/mckinsey/agents-at-scale-ark/a2a-protocol)<a href="https://agentmods.dev/skills/mckinsey/agents-at-scale-ark/a2a-protocol"><img src="https://agentmods.dev/badge/skills/mckinsey/agents-at-scale-ark/a2a-protocol/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/mckinsey/agents-at-scale-ark/a2a-protocol"><img src="https://agentmods.dev/badge/skills/mckinsey/agents-at-scale-ark/a2a-protocol.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00068 | $0.02219 |
| Opus 5.5 | $0.00027 | $0.00888 |
| Sonnet 5.5 | $0.00014 | $0.00444 |
| Haiku 4.5 | $0.00007 | $0.00222 |
Grade A, and why
a2a-protocol scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 171 lines — stays where its author put it; the contents beside it link to each section on GitHub.
A2A Protocol Reference
Reference skill for the Agent2Agent (A2A) Protocol, an open standard by Google / the A2A Project (Linux Foundation) for communication between independent AI agent systems.
Attribution: All specification and topic content in
references/is sourced from the official A2A repository under the Apache-2.0 license. Each file includes source attribution in its YAML frontmatter.
IMPORTANT — Use v0.3 by default. The primary references in
references/v0.3/are v0.3.0, the version currently supported by the official Go and Python SDKs and most implementations. The v1.0 RC spec is inreferences/v1.0-rc/and should only be consulted when explicitly working on v1.0 features or migration planning.
When to use this skill
- Building or debugging an A2A server or client
- Configuring Ark
A2AServercustom resources - Understanding Agent Cards, task lifecycle, or message formats
- Implementing streaming (SSE) or push notifications
- Working with A2A extensions
- Comparing A2A with MCP
Protocol overview
A2A enables agents built on different frameworks to discover capabilities, negotiate interaction modes, manage collaborative tasks, and exchange information — without exposing internal state, memory, or tools.
Core actors:
- User — human or automated service initiating a request
- A2A Client — application or agent acting on behalf of the user
- A2A Server — agent exposing an HTTP endpoint implementing A2A
Core elements:
| Element | Purpose |
|---|---|
| Agent Card | JSON metadata: identity, capabilities, endpoint, auth |
| Task | Stateful unit of work with unique ID and lifecycle |
| Message | Single communication turn (role: "user" or "agent") |
| Part | Content container: text, file reference, or structured data |
| Artifact | Tangible output generated during a task |
What ships with it
45 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/v0.3/spec-01-introduction.md 2.6 KB
- references/v0.3/spec-02-core-concepts.md 1.9 KB
- references/v0.3/spec-03-transport.md 10 KB
- references/v0.3/spec-04-authentication.md 4.4 KB
- references/v0.3/spec-05-agent-card.md 10.0 KB
- references/v0.3/spec-06-data-objects.md 6.4 KB
- references/v0.3/spec-07-rpc-methods.md 17 KB
- references/v0.3/spec-08-error-handling.md 5.2 KB
- references/v0.3/spec-09-workflows.md 20 KB
- references/v0.3/spec-10-appendices.md 3.4 KB
- references/v0.3/spec-11-compliance.md 5.2 KB
- references/v0.3/topic-a2a-and-mcp.md 7.2 KB
- references/v0.3/topic-agent-discovery.md 7.4 KB
- references/v0.3/topic-enterprise-ready.md 8.4 KB
- references/v0.3/topic-extensions.md 16 KB
- references/v0.3/topic-key-concepts.md 7.5 KB
- references/v0.3/topic-life-of-a-task.md 9.5 KB
- references/v0.3/topic-streaming-and-async.md 15 KB
- references/v0.3/topic-what-is-a2a.md 5.8 KB
- references/v1.0-rc/spec-01-introduction.md 6.5 KB
- references/v1.0-rc/spec-02-terminology.md 2.2 KB
- references/v1.0-rc/spec-03-operations.md 39 KB
- references/v1.0-rc/spec-04-data-model.md 11 KB
- references/v1.0-rc/spec-05-binding-requirements.md 10 KB
- references/v1.0-rc/spec-06-workflows.md 12 KB
- references/v1.0-rc/spec-07-authentication.md 2.6 KB
- references/v1.0-rc/spec-08-agent-card.md 11 KB
- references/v1.0-rc/spec-09-jsonrpc-binding.md 6.9 KB
- references/v1.0-rc/spec-10-grpc-binding.md 6.9 KB
- references/v1.0-rc/spec-11-http-rest-binding.md 7.2 KB
- references/v1.0-rc/spec-12-custom-binding.md 5.0 KB
- references/v1.0-rc/spec-13-security.md 9.4 KB
- references/v1.0-rc/spec-14-iana.md 5.2 KB
- references/v1.0-rc/spec-appendix-a-migration.md 10 KB
- references/v1.0-rc/spec-appendix-b-mcp.md 1.6 KB
- references/v1.0-rc/topic-a2a-and-mcp.md 7.0 KB
- references/v1.0-rc/topic-agent-discovery.md 6.0 KB
- references/v1.0-rc/topic-definitions.md 1.0 KB
- references/v1.0-rc/topic-enterprise-ready.md 7.9 KB
- references/v1.0-rc/topic-extensions.md 13 KB
- references/v1.0-rc/topic-key-concepts.md 6.8 KB
- references/v1.0-rc/topic-life-of-a-task.md 11 KB
- references/v1.0-rc/topic-streaming-and-async.md 10 KB
- references/v1.0-rc/topic-what-is-a2a.md 11 KB
- references/v1.0-rc/topic-whats-new-v1.md 28 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 171 lines · 68 tokens per session scan A 2f6334f3e558
a2a-protocol is a skill published in the GitHub repository mckinsey/agents-at-scale-ark (434 stars, last pushed yesterday), licensed Apache-2.0. It adds 68 tokens to every session and 2,219 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
a2a-protocol compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| a2a-protocolmckinsey/agents-at-scale-ark | Skill | 434 | yesterday | Apache-2.0 | A | 68 | Claude Code |
| container-manager-kubernetes-operationsKnuckles-Team/container-manager-mcp | Skill | 6 | yesterday | MIT | A | 189 | Claude Code, Codex |
| kubernetes-mesh-provisionerKnuckles-Team/container-manager-mcp | Skill | 6 | yesterday | MIT | C | 60 | Claude Code, Codex |
| k8s-opsjingyanjiang/k8s-mcp | Skill | 3 | 5mo ago | MIT | A | 77 | Claude Code |
| linkerd-patternswshobson/agents | Skill | 42k | yesterday | MIT | A | 41 | Claude Code |
| cost-optimizationwshobson/agents | Skill | 42k | yesterday | MIT | A | 48 | Claude Code |
| istio-traffic-managementwshobson/agents | Skill | 42k | yesterday | MIT | A | 40 | Claude Code |