Agent skill

Octopus Architecture

by nyldn in nyldn/claude-octopus

Review system architecture, simplify boundaries, or compare interface designs from repository evidence

MITAuto-check passedBackend & APIs

Install Octopus Architecture

skills CLI
$ npx skills add nyldn/claude-octopus --skill octopus-architecture -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install nyldn/claude-octopus octopus-architecture --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/nyldn/claude-octopus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/octopus-architecture .claude/skills/octopus-architecture && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
octopus-architecture
GitHub stars
4.2k
Used in
1 other repo
Token cost
~752 tokens
SKILL.md length
370 words
Files
2
Skills in repo
62
Repo updated
First seen
Licence
MIT

At a glance

Review system architecture, simplify boundaries, or compare interface designs from repository evidence

  • Tasks that involve API design
  • SKILL.md covers Method, Completion and LSP Integration
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Octopus Architecture is an agent skill from nyldn/claude-octopus. Review system architecture, simplify boundaries, or compare interface designs from repository evidence

Its SKILL.md is about 750 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Backend & APIs, covering API design. The repository describes itself as: Run multiple AI models against the same research, design, or coding task. Surface disagreements before you ship. The licence is MIT.

When your agent uses it

  • Tasks that involve API design

Example prompts

  • “/octopus-architecture”

What it can do on your machine

Read from SKILL.md and the folder at commit c812f5e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Octopus Architecture loads about 752 tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 370 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~31
When it runs · the whole SKILL.md, loaded when a task matches
~752

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from nyldn/claude-octopus at commit c812f5e, republished under its MIT licence (© nyldn). 370 words, ~752 tokens.

Download SKILL.mdSave it as .claude/skills/octopus-architecture/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
octopus-architecture
description
Review system architecture, simplify boundaries, or compare interface designs from repository evidence
disable-model-invocation
true

Host: Codex CLI — This skill was designed for Claude Code and adapted for Codex. Cross-reference commands use installed skill names in Codex rather than /octo:* slash commands. Use the active Codex shell and subagent tools. Do not claim a provider, model, or host subagent is available until the current session exposes it. For host tool equivalents, see skills/blocks/codex-host-adapter.md.

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.

Show full SKILL.md (107 more words)Show less

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.

Adapted from codebase-design and DESIGN-IT-TWICE in mattpocock/skills at commit 3cca18b368ae95cdbdebbff572ccafa662551015 under the MIT License. See THIRD_PARTY_NOTICES.md.

© nyldn, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/octopus-architecture of nyldn/claude-octopus.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit c812f5e

Used in 1 other repository

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in nyldn/claude-octopus, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Octopus Architecture next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Octopus Architecture compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Octopus Architecture this skillnyldn/claude-octopus4.2k1 repos~752Automated safety check: PassMIT
Nodejs Backend Patternsever-works/ever-works16218 repos~4kAutomated safety check: PassAGPL-3.0
API DesignerJeffallan/claude-skills12k1 repos~2kAutomated safety check: PassMIT
Pangolin CRUD Endpointsfosrl/pangolin23k—~461Automated safety check: PassCustom licence
Backend PatternshellangleZ/burn-in-cceverywhere-ralph11217 repos~3.3kAutomated safety check: PassNone
API Design Principlesjh941213/my-cc-harness12518 repos~3.4kAutomated safety check: PassNone

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  • Octopus Research

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  • Octopus Security Audit

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  • Skill Audit

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  • Skill Content Pipeline

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  • Skill Context Detection

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Categories

Questions about Octopus Architecture

What does Octopus Architecture do?

Review system architecture, simplify boundaries, or compare interface designs from repository evidence. Octopus Architecture is an agent skill from nyldn/claude-octopus.

When should I use Octopus Architecture?

Octopus Architecture fits situations like: tasks that involve API design.

How do I install Octopus Architecture in Claude Code?

Run `npx skills add nyldn/claude-octopus --skill octopus-architecture -a claude-code`. Or copy the skill folder (skills/octopus-architecture in nyldn/claude-octopus) into .claude/skills/octopus-architecture in your project. Claude Code loads it when a task matches its description.

How do I install Octopus Architecture in Codex?

Run `npx skills add nyldn/claude-octopus --skill octopus-architecture -a codex`. Or copy the skill folder (skills/octopus-architecture in nyldn/claude-octopus) into .agents/skills/octopus-architecture in your project. Codex loads it when a task matches its description.

Can I use Octopus Architecture in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nyldn/claude-octopus --skill octopus-architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/octopus-architecture, .gemini/skills/octopus-architecture, .github/skills/octopus-architecture and .opencode/skills/octopus-architecture in your project.

What does Octopus Architecture need to run?

SKILL.md names no scripts, command-line tools or credentials: Octopus Architecture is instructions for the agent only.

Does Octopus Architecture access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Octopus Architecture safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Octopus Architecture use?

Octopus Architecture is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Octopus Architecture use?

About 752 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Octopus Architecture?

Skills that share tags, products or a category with Octopus Architecture: Nodejs Backend Patterns (ever-works/ever-works, 162 stars), API Designer (Jeffallan/claude-skills, 12k stars), Pangolin CRUD Endpoints (fosrl/pangolin, 23k stars) and Backend Patterns (hellangleZ/burn-in-cceverywhere-ralph, 112 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Octopus Architecture?

nyldn (a GitHub user) maintains it in nyldn/claude-octopus, which has 4,200 GitHub stars. The repository holds 62 skills in this directory. The repository was last updated on October 11, 2026.

Source: nyldn/claude-octopus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.