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Agent skill

Clade Load Scale

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Scale Claude usage for high-throughput applications — batches, queues, Use when working with load-scale patterns.

MITAuto-check passedAI & LLM Engineering

Install Clade Load Scale

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill clade-load-scale -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace clade-load-scale --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/clade-load-scale .claude/skills/clade-load-scale && 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
clade-load-scale
GitHub stars
2.8k
Token cost
~922 tokens
SKILL.md length
218 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Scale Claude usage for high-throughput applications — batches, queues, Use when working with load-scale patterns.

  • Works in 4 steps: Message Batches (Best for Bulk) → Request Queue with Concurrency Control → Tier Upgrades → …
  • Working with load-scale patterns
  • SKILL.md covers Overview, Scaling Strategies, Instructions and Monitoring at Scale, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Clade Load Scale is an agent skill from jeremylongshore/tons-of-skills-marketplace. Scale Claude usage for high-throughput applications — batches, queues, Use when working with load-scale patterns. concurrency control, and tier upgrades. Trigger with "anthropic scale", "claude high volume", "anthropic throughput", "scale claude api", "anthropic concurrent requests".

Its SKILL.md is about 920 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/one-pager.md`). Compatibility notes: Designed for Claude Code

It sits in AI & LLM Engineering, covering LLM API integration. It works with Anthropic API. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Working with load-scale patterns
  • With anthropic scale
  • Claude high volume
  • Anthropic throughput

Example prompts

  • “anthropic scale”
  • “claude high volume”
  • “anthropic throughput”
  • “/clade-load-scale”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read, Write, Edit

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Message Batches (Best for Bulk)
  2. Request Queue with Concurrency Control
  3. Tier Upgrades
  4. Model Selection for Throughput

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).

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

  • Network

    Links to these hosts (documentation or services it may open):

    • platform.claude.com

    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.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Clade Load Scale loads about 922 tokens when it runs, and up to ~1.3k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 218 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~75
When it runs · the whole SKILL.md, loaded when a task matches
~922
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.3k

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 jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 218 words, ~922 tokens.

Download SKILL.mdSave it as .claude/skills/clade-load-scale/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
clade-load-scale
description
Scale Claude usage for high-throughput applications — batches, queues, Use when working with load-scale patterns. concurrency control, and tier upgrades. Trigger with "anthropic scale", "claude high volume", "anthropic throughput", "scale claude api", "anthropic concurrent requests".
allowed-tools
Read, Write, Edit
compatibility
Designed for Claude Code
version
1.1.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, anthropic, claude, scale, throughput

Anthropic Load & Scale

Overview

Scale Claude usage for high-throughput applications. Covers four strategies: Message Batches (10K requests, 50% off, no rate limits), request queues with concurrency control via p-limit, tier upgrades (Tier 1-4 + Scale), and model selection for throughput (Haiku is 3-4x faster than Sonnet).

Scaling Strategies

Instructions

Step 1: Message Batches (Best for Bulk)
typescript
// 10K requests per batch, 50% cheaper, no rate limits
const batch = await client.messages.batches.create({
  requests: items.map((item, i) => ({
    custom_id: `${i}`,
    params: { model: 'claude-sonnet-4-20250514', max_tokens: 1024, messages: [{ role: 'user', content: item }] },
  })),
});
// Process up to 100 concurrent batches
Step 2: Request Queue with Concurrency Control
typescript
import pLimit from 'p-limit';

// Match your rate limit tier
const limit = pLimit(10); // 10 concurrent requests

const results = await Promise.all(
  inputs.map(input =>
    limit(() => client.messages.create({
      model: 'claude-sonnet-4-20250514',
      max_tokens: 1024,
      messages: [{ role: 'user', content: input }],
    }))
  )
);
Step 3: Tier Upgrades

Increase your spending to unlock higher tiers:

TierRPMInput TPMHow to Qualify
15040KFree
21,00080K$40+ total spend
32,000160K$200+ total spend
44,000400K$400+ total spend
ScaleCustomCustomContact sales
Step 4: Model Selection for Throughput
typescript
// Haiku processes 3-4x faster than Sonnet, 8x faster than Opus
// Use the fastest model that meets quality requirements
const model = taskComplexity === 'simple' ? 'claude-haiku-4-5-20251001' : 'claude-sonnet-4-20250514';

Monitoring at Scale

typescript
// Track throughput metrics
let requestCount = 0;
let tokenCount = 0;

setInterval(() => {
  console.log(`Throughput: ${requestCount} req/min, ${tokenCount} tokens/min`);
  requestCount = 0;
  tokenCount = 0;
}, 60_000);

Output

  • Batch processing configured for bulk workloads (50% cheaper, no rate limits)
  • Concurrency-controlled request queue matching rate limit tier
  • Rate limit tier upgraded by increasing cumulative spend
  • Throughput metrics tracked (requests/min, tokens/min)

Error Handling

ErrorCauseSolution
API ErrorCheck error type and status codeSee clade-common-errors

Examples

See Message Batches example, p-limit concurrency control, Tier Upgrades table, and Monitoring at Scale metrics tracking above.

Resources

Next Steps

See clade-reliability-patterns for fault-tolerant high-scale patterns.

Prerequisites

  • Completed clade-rate-limits for understanding tier limits
  • High-volume use case requiring more than basic tier throughput
  • For batches: tolerance for async processing (24h SLA)

© jeremylongshore, 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 (references) in skills/.curated/clade-load-scale of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/one-pager.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Clade Load Scale 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.

Clade Load Scale compared with similar skills
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Claude API In Prototypesasgeirtj/system_prompts_leaks69k—~281Automated safety check: PassCC0-1.0
Claude APIkid-sid/claude-spellbook190—~2.7kAutomated safety check: PassMIT
Claude API Helpergrandamenium/cortextos101—~467Automated safety check: PassMIT
Claude Cookbooks Reference2025Emma/vibe-coding-cn23k1 repos~2.2kAutomated safety check: PassMIT

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Works with

Categories

Questions about Clade Load Scale

What does Clade Load Scale do?

Scale Claude usage for high-throughput applications — batches, queues, Use when working with load-scale patterns. Clade Load Scale is an agent skill from jeremylongshore/tons-of-skills-marketplace. Scale Claude usage for high-throughput applications — batches, queues, Use when working with load-scale patterns.

When should I use Clade Load Scale?

Clade Load Scale fits situations like: working with load-scale patterns; with anthropic scale; Claude high volume; anthropic throughput.

How do I install Clade Load Scale in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill clade-load-scale -a claude-code`. Or copy the skill folder (skills/.curated/clade-load-scale in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/clade-load-scale in your project. Claude Code loads it when a task matches its description.

How do I install Clade Load Scale in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill clade-load-scale -a codex`. Or copy the skill folder (skills/.curated/clade-load-scale in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/clade-load-scale in your project. Codex loads it when a task matches its description.

Can I use Clade Load Scale 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 jeremylongshore/tons-of-skills-marketplace --skill clade-load-scale -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/clade-load-scale, .gemini/skills/clade-load-scale, .github/skills/clade-load-scale and .opencode/skills/clade-load-scale in your project.

What does Clade Load Scale need to run?

SKILL.md names no scripts, command-line tools or credentials: Clade Load Scale is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code.

Does Clade Load Scale access the network?

SKILL.md names 1 domain. As links in the text: platform.claude.com. This is read from the text; nothing was executed.

Is Clade Load Scale 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 Clade Load Scale use?

Clade Load Scale is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Clade Load Scale use?

About 922 tokens (SKILL.md is roughly 3.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 372 tokens, read only when the agent opens those files.

What are the alternatives to Clade Load Scale?

Skills that share tags, products or a category with Clade Load Scale: Claude API (terrense/LilBot-agent, 121 stars), Claude API In Prototypes (asgeirtj/system_prompts_leaks, 69k stars), Claude API (kid-sid/claude-spellbook, 190 stars) and Claude API Helper (grandamenium/cortextos, 101 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Clade Load Scale?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.