Skip to content
Automation
Skill

/skill-architecture

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

From plugin
octo
4.3k70 skills49 agents53 commands18 hooks

Claude Code

$ npx -y skills add nyldn/claude-octopus --skill skill-architecture --agent claude-code

SKILL.md

skill-architecture.SKILL.md
name: octopus-architecture
disable-model-invocation: true
description: "Review system architecture, simplify boundaries, or compare interface designs from repository evidence"

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.

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

Read more
@nyldn
Ships withocto

Every AI model has blind spots. Claude Octopus supports twelve external provider integrations — Codex, Antigravity CLI, Copilot, Qwen, Ollama, Perplexity, OpenRouter, OrcaRouter, OpenCode, Cursor CLI, Grok, and Kimi Code — alongside the built-in Claude Code

4.3k70 skills49 agents
Get the whole plugin

Stars on GitHub

Momentum

stars in total
4.3k
Star history of nyldn/claude-octopus on GitHub, a chart by star-history.com

Other skills on octo.

extract-skill

extract-skill

Reverse-engineer design systems, tokens, and components from live products or screenshots

@nyldn@nyldnInstall Skill
flow-define

flow-define

Multi-AI requirements scoping using available external providers (Double Diamond Define phase). Priority triggers: octo define,…

@nyldn@nyldnInstall Skill
flow-deliver

flow-deliver

Multi-AI validation, scoring, and review using available external providers (Double Diamond Deliver phase)

@nyldn@nyldnInstall Skill
flow-develop

flow-develop

Multi-AI implementation using available external providers (Double Diamond Develop phase). DO NOT use for simple code edits,…

@nyldn@nyldnInstall Skill
flow-discover

flow-discover

Multi-AI research using available external providers (Double Diamond Discover phase)

@nyldn@nyldnInstall Skill
flow-parallel

flow-parallel

Decompose and execute large changes, migrations, or multi-issue fixes in parallel with quality gates

@nyldn@nyldnInstall Skill

More skills from other plugins.

agent-builder

agent-builder

Load immediately after an Agent intent, before the first agent_builder_* call. Governs how you create, configure, test, and…

n8n11d209k
@n8n-io@n8n-ioInstall Skill
browser-use

browser-use

Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work. Also covers…

@browser-use@browser-useInstall Skill
agent-browser

agent-browser

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling…

@vercel-labs-2@vercel-labs-2Install Skill
add-anydoc

add-anydoc

Add local office-document-to-Markdown conversion to NanoClaw agent containers with the pinned Firecrawl AnyDoc CLI. Use when…

@nanocoai@nanocoaiInstall Skill

Questions about skill-architecture.

Which coding agents can use skill-architecture?
skill-architecture installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.