octopus-architecture

octopus-architecture is a skill for Claude Code from nyldn/claude-octopus. It costs 19 tokens per session (519 once invoked), scanned A, original, MIT.

A guided process for designing software systems and APIs, with several AI models comparing possible approaches.

In plain words
What is it for?
It is for architecture design, API planning, and reviews of proposed software structures.
Why use it?
It helps expose design weaknesses and competing solutions before a new subsystem or API is built.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Part of the octo plugin — 70 skills, 106 commands, 10 agents, 18 hooks shipped together

Good fit It is for architecture design, API planning, and reviews of proposed software structures.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nyldn/claude-octopus/skill-architecture
About the project

Claude Octopus is an orchestration project that sends research, design, and coding tasks to Claude Code and other AI model providers so their results can be compared. Developers use it for multi-model work, disagreement detection, reviews, persistent context, and an optional workflow that moves from discovery through delivery. The catalogue entries are its commands, skills, agents, instructions, hooks, plugins, and settings.

nyldn/claude-octopus · 4,058 stars · on GitHub · reddit.com

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.

Any agent
npx skills add nyldn/claude-octopus --skill skill-architecture
Clone the repo
git clone --depth 1 https://github.com/nyldn/claude-octopus

Made for: Claude Code.

Or install octo, the plugin that ships this one along with the rest of its 70 skills, 106 commands, 10 agents, 18 hooks.

Wrote 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.

agentmods badge for octopus-architecture

README.md
[![agentmods](https://agentmods.dev/badge/skills/nyldn/claude-octopus/skill-architecture/github.svg)](https://agentmods.dev/skills/nyldn/claude-octopus/skill-architecture)
Your own site
<a href="https://agentmods.dev/skills/nyldn/claude-octopus/skill-architecture"><img src="https://agentmods.dev/badge/skills/nyldn/claude-octopus/skill-architecture/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.

agentmods 80×15 button for octopus-architecture

Your own site · 80×15
<a href="https://agentmods.dev/skills/nyldn/claude-octopus/skill-architecture"><img src="https://agentmods.dev/badge/skills/nyldn/claude-octopus/skill-architecture.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 19 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 519 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original 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 5.1 $0.00019 $0.00519
Opus 5 $0.00010 $0.00260
Sonnet 5 $0.00004 $0.00104
Haiku 4.5 $0.00002 $0.00052

Measured 2d ago against content hash b0a176056948, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

octopus-architecture 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/skills/skill-architecture/SKILL.md · 55 lines

How it starts

The opening of the file, as written. The whole thing — 55 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Architecture review

Load skills/blocks/engineering-method-selection.md from the installed plugin and apply only the methods relevant to this task. Preserve this entry point's execution contract and output format. Read referenced skills as instructions; do not invoke the current command recursively or add provider calls from a seat.

Run this method on the current host. A routine architecture review makes zero additional provider dispatches. --peer-review, an explicit independent-review request, or an existing risk policy may add one bounded external reviewer through Octopus routing. Report incomplete independent coverage if that reviewer cannot read the source or does not return a grounded contribution.

Method

Read and apply skills/blocks/architecture-simplification.md from the installed plugin root. Pin the source revision and inspect implementation, callers, tests, recent churn, and failure behavior before recommending a boundary.

For a single simplification, produce one evidence-backed interface. For a design choice, produce two alternatives from the same immutable requirements:

  • Draft A minimizes caller knowledge and configuration.
  • Draft B makes the next demonstrated extension easier.

Label two host-generated drafts as correlated alternatives from one model. If an independent reviewer is authorized, send it the same source and requirements but not Draft A before its first response. Transport diversity does not prove model family diversity. Unknown family means unknown independence.

Completion

Return Evidence, Caller contract, Proposed interface, Migration, Test impact, and Decision. The decision is keep, simplify, or investigate. simplify requires exact source evidence and a concrete caller example. A design review never authorizes an automatic refactor.

LSP Integration

When the host exposes language-server tools, use document symbols, workspace symbols, definitions, and references to confirm module boundaries and caller relationships before proposing an interface. Treat LSP results as an index: verify consequential claims against source and tests, and fall back to repository search when the language server is unavailable or incomplete.

Read the full file on GitHub · 55 lines

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 Changed · -138 lines · -5 tokens per session b0a176056948
  2. 9d ago First seen · 193 lines · 24 tokens per session scan A 70e9b6c962d3

Subscribe to this mod's changes

octopus-architecture is a skill published in the GitHub repository nyldn/claude-octopus (4,058 stars, last pushed today), licensed MIT. It adds 19 tokens to every session and 519 once invoked, about $0.0001 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.

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