Two Tier Extraction

Q: What is a Claude Code skill and how does the Two Tier Extraction 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. Two Tier Extraction is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Content · Sub-category: content-misc · Last updated: 2026-08-13

Tiered LLM extraction pattern for large corpus processing (email archives, document dumps, transcript libraries). A utility-tier model triages and classifies at speed; the reasoning tier does the default deep read; the deep tier is the escalation for the highest-value content. Prevents spending deep-tier money on noise while ensuring the important content gets the best eyes. A deterministic privacy wall runs before any LLM call.

Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Two Tier Extraction includes pricing or quota commentary; 6 code blocks for direct copy-paste. At roughly 2,185 words the SKILL.md is on the longer end of the catalog distribution.

License: MIT
Original author: garrytan
Indexed lastmod: 2026-08-13
Catalog position: Content · content-misc
Indexed related skills: 10

How Two Tier Extraction fits the catalog

Two Tier Extraction sits in the Content category under the content-misc 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.

What this skill does

Two Tier Extraction is a community-contributed Claude Code skill in the content-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/two-tier-extraction/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Two Tier Extraction Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 184,000+ 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/two-tier-extraction
curl -L https://claudskills.com/skills/two-tier-extraction/SKILL.md \
  -o ~/.claude/skills/two-tier-extraction/SKILL.md

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

Skills live at ~/.claude/skills/two-tier-extraction/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\two-tier-extraction\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 Two Tier Extraction Claude Code skill?

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

What does the Two Tier Extraction 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 Two Tier Extraction skill?

Use Two Tier Extraction when your Claude Code task falls under the Content category — specifically in the content misc 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 Two Tier Extraction" or describe the task and let Claude pick). Browse related skills at /category/content/.

What is a Claude Code skill and how does the Two Tier Extraction 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. Two Tier Extraction is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/garrytan/gbrain/blob/HEAD/skills/two-tier-extraction/SKILL.md
License: MIT
Author: garrytan

Cite this skill

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

APA

garrytan. (2026). Two Tier Extraction [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/two-tier-extraction/

BibTeX

@misc{two-tier-extraction-2026,
  author    = {garrytan},
  title     = {Two Tier Extraction [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/two-tier-extraction/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/two-tier-extraction.svg)](https://claudskills.com/skills/two-tier-extraction/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-08-13 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/two-tier-extraction/#security)