zoom-out

zoom-out is a skill for Claude Code from haowjy/creative-writing-skills. It costs 30 tokens per session (453 once invoked), scanned A, original, Apache-2.0.

A structured way to understand an unfamiliar part of a project by examining its code structure, written knowledge, decision history, and domain terms.

In plain words
What is it for?
Use it when joining an unfamiliar codebase, taking over another person's work, or mapping dependencies, documentation, past choices, and project vocabulary.
Why use it?
It reduces the risk of forming a narrow or misleading picture from only one file, document, or viewpoint.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the cw plugin — 24 skills shipped together

Good fit Use it when joining an unfamiliar codebase, taking over another person's work, or mapping dependencies, documentation, past choices, and project vocabulary.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/haowjy/creative-writing-skills/zoom-out
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 haowjy/creative-writing-skills --skill zoom-out
Clone the repo
git clone --depth 1 https://github.com/haowjy/creative-writing-skills

Made for: Claude Code.

Or install cw, the plugin that ships this one along with the rest of its 24 skills.

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 zoom-out

README.md
[![agentmods](https://agentmods.dev/badge/skills/haowjy/creative-writing-skills/zoom-out/github.svg)](https://agentmods.dev/skills/haowjy/creative-writing-skills/zoom-out)
Your own site
<a href="https://agentmods.dev/skills/haowjy/creative-writing-skills/zoom-out"><img src="https://agentmods.dev/badge/skills/haowjy/creative-writing-skills/zoom-out/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 zoom-out

Your own site · 80×15
<a href="https://agentmods.dev/skills/haowjy/creative-writing-skills/zoom-out"><img src="https://agentmods.dev/badge/skills/haowjy/creative-writing-skills/zoom-out.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 30 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 453 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 $0.00030 $0.00453
Opus 5 $0.00015 $0.00227
Sonnet 5 $0.00006 $0.00091
Haiku 4.5 $0.00003 $0.00045

Measured 12d ago against content hash 3b61e9852a61, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

zoom-out 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 12d 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.

cw/skills/zoom-out/SKILL.md · 44 lines

What it actually says

Zoom Out

Load /qi-layer if it isn't already loaded.

Orient in an unfamiliar area by exploring multiple angles — each covering a different lens — then synthesizing the findings into one orientation map. A single angle sees one slice; zoom-out covers structure and knowledge and history at once, so the picture isn't skewed by one lens.

Use when starting in an unfamiliar subsystem, picking up someone else's work, or when the user says "orient me" / "what's the lay of the land here."

Fan Out

Explore each angle independently, scoped to one question each:

  • Structure — callers, dependencies, module boundaries, entry points, where behavior actually lives.
  • Documented knowledge — what's been written about this area in the KB, guides, and reference docs — architecture, patterns, synthesized research.
  • Decision history — why it's shaped this way — prior choices, rejected alternatives, constraints discovered. Skip when there's no relevant history.
  • Domain concepts — the vocabulary in use (KB vocab pages, project guides, context docs).

Scope each exploration to its angle with concrete path or topic targets. Don't let one pass cover two angles — the value is independent coverage.

Synthesize

Read the findings and produce one orientation map, not four stitched-together dumps:

  • What this is — the area's purpose and boundaries, in two or three sentences.
  • Structure — the modules and interfaces that matter and how they connect (a mermaid diagram if the shape is spatial).
  • Why it's like this — the decisions and constraints that explain the current shape.
  • Vocabulary — the terms needed to speak about it precisely.
  • Open threads — gaps, debt, or unresolved questions surfaced.

When findings contradict each other, resolve it rather than listing both — code is ground truth; a doc that disagrees is stale (note it). Keep the map tight: the goal is a reader who can now navigate the area, not an exhaustive transcript.

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. 12d ago First seen · 44 lines · 30 tokens per session scan A 3b61e9852a61

Subscribe to this mod's changes

zoom-out is a skill published in the GitHub repository haowjy/creative-writing-skills (457 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 30 tokens to every session and 453 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.

Related

Other skills, from other repositories

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

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…

microsoft/ai-agents-for-beginners · 200 tokens

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…

vercel/next.js · 95 tokens

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…

vercel/next.js · 83 tokens

next-cache-components-optimizer

Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…

vercel/next.js · 170 tokens

next-partial-prefetching-adoption

Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…

vercel/next.js · 103 tokens