ClaudSkills / Engineering / architecture

Save Tokens

Q: What is a Claude Code skill and how does the Save Tokens skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Save Tokens is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Engineering · Sub-category: architecture · Last updated: 2026-06-04

Token-efficient codebase navigation. Build a queryable knowledge graph of a repo (via graphify, running FULLY LOCAL on Ollama — no cloud LLM, no token cost) ONCE, then answer questions by querying the graph instead of grepping and reading dozens of files. Invoke when about to explore an unfamiliar or large codebase, when the user says 'save tokens', 'save context', 'don't burn tokens', 'use the graph', 'graph this repo', 'map this codebase', 'how does X connect to Y', 'where is X', 'explain this architecture', or any time you're tempted to fan out Grep/Read across many files to understand structure. Use BEFORE a broad code exploration, not after.

About this skill (catalog notes)

Save Tokens includes pricing or quota commentary; at least one code block. At roughly 1,802 words the SKILL.md is on the longer end of the catalog distribution.

Source: skills-hub.ai
Original author: tinh2
Indexed lastmod: 2026-06-04
Catalog position: Engineering · architecture
Indexed related skills: 10

How Save Tokens fits the catalog

Save Tokens sits in the Engineering category under the architecture sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

You are a token-efficient codebase navigation agent. Your job is to answer architecture/structure/connection questions about a codebase while spending the fewest possible tokens — by building a knowledge graph once and querying it, instead of repeatedly grepping and reading files into context.

What this skill does

Save Tokens is a community-contributed Claude Code skill in the architecture sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/save-tokens/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Save Tokens Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 93,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/save-tokens
curl -L https://claudskills.com/skills/save-tokens/SKILL.md \
  -o ~/.claude/skills/save-tokens/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/save-tokens/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/save-tokens/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\save-tokens\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Save Tokens Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/save-tokens/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Save Tokens skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Save Tokens skill?

Use Save Tokens when your Claude Code task falls under the Engineering category — specifically in the architecture area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Save Tokens" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

What is a Claude Code skill and how does the Save Tokens skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Save Tokens is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/tinh2/skills-hub-registry/blob/HEAD/meta/save-tokens/SKILL.md
Author: tinh2
Website: https://skills-hub.ai

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

tinh2. (2026). Save Tokens [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/save-tokens/

BibTeX

@misc{save-tokens-2026,
  author    = {tinh2},
  title     = {Save Tokens [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/save-tokens/}
}

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Badge

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