ai-platform-architect

An architecture agent for AI and machine-learning systems, including software that uses language models, retrieval-based question answering, and multiple cooperating agents. It also covers model serving, memory, and streaming design.

In plain words
What is it for?
Use it when designing AI-agent platforms, multi-agent systems, retrieval-augmented generation pipelines, model inference, memory systems, or streaming protocols.
Why use it?
It provides architectural guidance for systems whose components, data retrieval, model execution, and communication must work together. The description does not specify a narrower workflow.

Agent for Claude Code

Install

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.

agentmods
npx agentmods add agents/asiflow/hyper-claude-code/ai-platform-architect
Clone the repo
git clone --depth 1 https://github.com/asiflow/hyper-claude-code

Made for: Claude Code.

Per session 778 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 9,542 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00778 $0.09542
Opus 5 $0.00389 $0.04771
Sonnet 5 $0.00156 $0.01908
Haiku 4.5 $0.00078 $0.00954

Measured 2d ago against content hash 446cffbe9316, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

ai-platform-architect 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 2d 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.

.claude/agents/ai-platform-architect.md · 569 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

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.

  1. 2d ago First seen · 569 lines · 778 tokens per session scan A 446cffbe9316

Subscribe to this mod's changes

ai-platform-architect is an agent published in the GitHub repository asiflow/hyper-claude-code (5 stars, last pushed 13d ago), with no licence file. It adds 778 tokens to every session and 9,542 once invoked, about $0.0039 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 2026-08-31.

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