Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/olorehq/olore/latestnpx skills add olorehq/olore --skill latestgit clone --depth 1 https://github.com/olorehq/oloreWrote 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/olorehq/olore/latest)<a href="https://agentmods.dev/skills/olorehq/olore/latest"><img src="https://agentmods.dev/badge/skills/olorehq/olore/latest.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00041 | $0.00660 |
| Opus 5 | $0.00020 | $0.00330 |
| Sonnet 5 | $0.00008 | $0.00132 |
| Haiku 4.5 | $0.00004 | $0.00066 |
Grade A, and why
olore-a2a-latest 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 5d 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 — 57 lines — stays where its author put it; the contents beside it link to each section on GitHub.
A2A Protocol Documentation
The Agent2Agent (A2A) Protocol is an open standard for seamless communication and collaboration between AI agents. It provides a common language for agents built with diverse frameworks (LangGraph, CrewAI, Semantic Kernel, ADK, etc.) enabling interoperability across organizational and platform boundaries. Originally developed by Google and donated to the Linux Foundation.
Documentation Structure
contents/
├── (root)/ # Protocol overview, full spec, definitions, changelog (9 files)
├── topics/ # Concept deep-dives and architectural guides (11 files)
├── tutorials/ # Tutorial index (1 file)
├── tutorials/python/ # Step-by-step Python quickstart, 8 parts (8 files)
└── sdk/ # SDK overview and Python SDK reference (2 files)
Topic Guide
| Topic | Key Files |
|---|---|
| What is A2A / Why use it | contents/topics/what-is-a2a.md, contents/index.md |
| Protocol specification | contents/specification.md |
| Key concepts (tasks, agents, cards) | contents/topics/key-concepts.md, contents/definitions.md |
| Task lifecycle | contents/topics/life-of-a-task.md |
| Streaming and async | contents/topics/streaming-and-async.md |
| Agent discovery / Agent Card | contents/topics/agent-discovery.md |
| A2A vs MCP / how they work together | contents/topics/a2a-and-mcp.md |
| Enterprise features (auth, security) | contents/topics/enterprise-ready.md |
| Multi-tenancy | contents/topics/multi-tenancy.md |
| Extensions and custom bindings | contents/topics/extensions.md, contents/topics/custom-protocol-bindings.md, contents/topics/extension-and-binding-governance.md |
| Python quickstart tutorial | contents/tutorials/python/1-introduction.md through 8-next-steps.md |
| SDK reference | contents/sdk/index.md, contents/sdk/python.md |
| What's new in v1.0 | contents/whats-new-v1.md |
When to use
Use this skill when the user asks about:
- Implementing A2A protocol in an agent (client or server side)
- Agent-to-agent communication and interoperability
- Task management: creating, streaming, and completing tasks
- Agent Card format and agent discovery
- Streaming responses and asynchronous/push-notification patterns
- Enterprise deployment: authentication, security, multi-tenancy
- Protocol extensions and custom transport bindings
- How A2A relates to or works alongside MCP
- Python SDK usage or the step-by-step Python tutorial
What ships with it
33 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.
- contents/announcing-1.0.md 5.2 KB
- contents/community.md 7.1 KB
- contents/definitions.md 817 B
- contents/index.md 7.7 KB
- contents/partners.md 7.8 KB
- contents/README.md 1.6 KB
- contents/roadmap.md 1.6 KB
- contents/sdk/index.md 846 B
- contents/sdk/python.md 112 B
- contents/specification.md 152 KB
- contents/topics/a2a-and-mcp.md 6.7 KB
- contents/topics/agent-discovery.md 7.2 KB
- contents/topics/custom-protocol-bindings.md 5.7 KB
- contents/topics/enterprise-ready.md 7.6 KB
- contents/topics/extension-and-binding-governance.md 8.0 KB
- contents/topics/extensions.md 13 KB
- contents/topics/key-concepts.md 6.6 KB
- contents/topics/life-of-a-task.md 10 KB
- contents/topics/multi-tenancy.md 4.3 KB
- contents/topics/streaming-and-async.md 9.9 KB
- contents/topics/what-is-a2a.md 11 KB
- contents/tutorials/index.md 4.0 KB
- contents/tutorials/python/1-introduction.md 1.8 KB
- contents/tutorials/python/2-setup.md 1.3 KB
- contents/tutorials/python/3-agent-skills-and-card.md 2.4 KB
- contents/tutorials/python/4-agent-executor.md 3.2 KB
- contents/tutorials/python/5-start-server.md 3.4 KB
- contents/tutorials/python/6-interact-with-server.md 6.6 KB
- contents/tutorials/python/7-streaming-and-multiturn.md 6.1 KB
- contents/tutorials/python/8-next-steps.md 3.0 KB
- contents/whats-new-v1.md 28 KB
- olore-lock.json 262 B
- TOC.md 2.6 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.
- 5d ago First seen · 57 lines · 41 tokens per session scan A 064ad199d75a
olore-a2a-latest is a skill published in the GitHub repository olorehq/olore (103 stars, last pushed today), licensed MIT. It adds 41 tokens to every session and 660 once invoked, about $0.0002 per session on Opus 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 2026-08-30.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
chat-pet-sprite-creation
Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…