Implement Hex rate limiting, backoff, and idempotency patterns.

MITAuto-check passedBackend & APIs

Install Hex Rate Limits

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill hex-rate-limits -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace hex-rate-limits --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/hex-rate-limits .claude/skills/hex-rate-limits && 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
hex-rate-limits
GitHub stars
2.8k
Token cost
~1.5k tokens
SKILL.md length
371 words
Files
1
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Implement Hex rate limiting, backoff, and idempotency patterns.

  • Works in 5 steps: Classify requests by project and… → Honor server retry guidance when… → Never replay a run, publish, or schedule… → …
  • Handling rate limit errors
  • SKILL.md covers Overview, Rate Limit Reference, Rate Limiter Implementation and Retry Strategy, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Hex Rate Limits is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement Hex rate limiting, backoff, and idempotency patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Hex. Trigger with phrases like "hex rate limit", "hex throttling", "hex 429", "hex retry", "hex backoff".

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code

It sits in Backend & APIs, covering Rate limiting. 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

  • Handling rate limit errors
  • Implementing retry logic
  • Optimizing API request throughput for Hex
  • With phrases like hex rate limit

Example prompts

  • “hex rate limit”
  • “hex throttling”
  • “hex 429”
  • “/hex-rate-limits”

Requirements

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

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Classify requests by project and operation, applying per-scope concurrency limits before dispatch.
  2. Honor server retry guidance when available; otherwise use bounded exponential backoff with jitter and a maximum attempt count.
  3. Never replay a run, publish, or schedule mutation without its idempotency key, and defer nonessential work before backlog threatens…
  4. Monitor aggregate limited/deferred counts and synthetic canary success, tuning a single scope at a time with rollback.
  5. Route exhausted work to reviewed recovery rather than silently dropping or duplicating runs.

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):

    • learn.hex.tech

    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

Hex Rate Limits loads about 1.5k tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 371 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

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). 371 words, ~1,549 tokens.

Download SKILL.mdSave it as .claude/skills/hex-rate-limits/SKILL.md (or your agent's skills folder).
name
hex-rate-limits
description
Implement Hex rate limiting, backoff, and idempotency patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Hex. Trigger with phrases like "hex rate limit", "hex throttling", "hex 429", "hex retry", "hex backoff".
allowed-tools
Read, Write, Edit
compatibility
Designed for Claude Code
version
1.6.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, hex, data, analytics

Hex Rate Limits

Overview

Hex's API enforces tight limits on project run triggers (20 per minute, 60 per hour) while leaving read operations like status checks and project listing largely unthrottled. Data teams scheduling batch analytics runs or triggering parameterized notebooks from CI/CD pipelines must carefully manage the hourly cap, since a single pipeline triggering 15 projects can consume a quarter of the hourly budget. Polling run status is free, but triggering runs is the bottleneck that shapes integration architecture.

Rate Limit Reference

EndpointLimitWindowScope
RunProject (trigger)20 req1 minutePer API token
RunProject (trigger)60 req1 hourPer API token
GetRunStatusNo hard limit-Per API token
ListProjectsNo hard limit-Per API token
CancelRunNo hard limit-Per API token

Rate Limiter Implementation

typescript
class HexRateLimiter {
  private minuteTokens: number = 20;
  private hourlyTokens: number = 60;
  private lastMinuteRefill: number = Date.now();
  private lastHourlyRefill: number = Date.now();
  private queue: Array<{ resolve: () => void }> = [];

  async acquire(): Promise<void> {
    this.refill();
    if (this.minuteTokens >= 1 && this.hourlyTokens >= 1) {
      this.minuteTokens -= 1;
      this.hourlyTokens -= 1;
      return;
    }
    return new Promise(resolve => this.queue.push({ resolve }));
  }

  private refill() {
    const now = Date.now();
    this.minuteTokens = Math.min(20, this.minuteTokens + ((now - this.lastMinuteRefill) / 60_000) * 20);
    this.lastMinuteRefill = now;
    this.hourlyTokens = Math.min(60, this.hourlyTokens + ((now - this.lastHourlyRefill) / 3_600_000) * 60);
    this.lastHourlyRefill = now;
    while (this.minuteTokens >= 1 && this.hourlyTokens >= 1 && this.queue.length) {
      this.minuteTokens -= 1;
      this.hourlyTokens -= 1;
      this.queue.shift()!.resolve();
    }
  }
}

const runLimiter = new HexRateLimiter();

Retry Strategy

typescript
async function hexRunWithRetry(
  projectId: string, params: Record<string, any>, maxRetries = 3
): Promise<any> {
  for (let attempt = 0; attempt <= maxRetries; attempt++) {
    await runLimiter.acquire();
    const res = await fetch(`${HEX_BASE}/api/v1/run/${projectId}`, {
      method: "POST", headers,
      body: JSON.stringify({ inputParams: params }),
    });
    if (res.ok) return res.json();
    if (res.status === 429) {
      const delay = 30_000 * Math.pow(2, attempt) + Math.random() * 5000;
      await new Promise(r => setTimeout(r, delay));
      continue;
    }
    if (res.status >= 500 && attempt < maxRetries) {
      await new Promise(r => setTimeout(r, Math.pow(2, attempt) * 3000));
      continue;
    }
    throw new Error(`Hex API ${res.status}: ${await res.text()}`);
  }
  throw new Error("Max retries exceeded");
}

Batch Processing

typescript
async function batchRunProjects(projects: Array<{ id: string; params: any }>, batchSize = 5) {
  const results: any[] = [];
  for (let i = 0; i < projects.length; i += batchSize) {
    const batch = projects.slice(i, i + batchSize);
    const runs = await Promise.all(
      batch.map(p => hexRunWithRetry(p.id, p.params))
    );
    // Poll for completion
    for (const run of runs) {
      let status = run;
      while (status.status === "RUNNING") {
        await new Promise(r => setTimeout(r, 5000));
        const res = await fetch(`${HEX_BASE}/api/v1/run/${run.runId}/status`, { headers });
        status = await res.json();
      }
      results.push(status);
    }
    if (i + batchSize < projects.length) await new Promise(r => setTimeout(r, 15_000));
  }
  return results;
}

Error Handling

IssueCauseFix
429 on RunProjectExceeded 20/min or 60/hour trigger limitQueue runs, space 5s apart minimum
Run stuck in RUNNINGLong-running query or compute timeoutPoll up to 30 min, then CancelRun
401 on scheduled runAPI token rotatedRefresh token in CI secrets before batch
Empty run outputProject has no published outputsVerify project has published cells
409 concurrent runSame project triggered twiceCheck run status before re-triggering
Show full SKILL.md (163 more words)Show less

Prerequisites

  • An approved request budget, observed header baseline, and sandbox run workload using opaque project IDs.
  • A bounded queue, idempotency key for mutations, and reviewed recovery path for exhausted work.

Instructions

  1. Classify requests by project and operation, applying per-scope concurrency limits before dispatch.
  2. Honor server retry guidance when available; otherwise use bounded exponential backoff with jitter and a maximum attempt count.
  3. Never replay a run, publish, or schedule mutation without its idempotency key, and defer nonessential work before backlog threatens freshness.
  4. Monitor aggregate limited/deferred counts and synthetic canary success, tuning a single scope at a time with rollback.
  5. Route exhausted work to reviewed recovery rather than silently dropping or duplicating runs.

Output

Return a rate-limit receipt with scope, requested/limited/deferred counts, retry revision, idempotency state, queue health, canary result, and rollback reference. Exclude query text, SQL, output, and credentials.

Examples

scope=sandbox-projects; requested=100; limited=3; deferred=3; retry=v2; idempotent=pass; queue=healthy; rollback=limits-r7 proves bounded handling.

Resources

Next Steps

See hex-performance-tuning.

© 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

Just SKILL.md in skills/.curated/hex-rate-limits of jeremylongshore/tons-of-skills-marketplace.

Open the folder on GitHubat commit cfae287

Compare with similar skills

Hex Rate Limits 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.

Hex Rate Limits compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Hex Rate Limits this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.5kAutomated safety check: PassMIT
Add Hosted Keysimstudioai/sim30k—~3.6kAutomated safety check: PassApache-2.0
Upstash Ratelimit TSupstash/ratelimit-js2k—~313Automated safety check: PassMIT
Repo2skillzhangyanxs/repo2skill246—~3.6kAutomated safety check: PassNone
Better Auth Security Best PracticesEpicenterHQ/epicenter4.8k—~896Automated safety check: PassCustom licence
Dload Fetch Toolphp-internal/dload105—~1.1kAutomated safety check: PassBSD-3-Clause

Similar skills

  • Add Hosted Key

    simstudioai/sim

    Add hosted API key support to a tool so Sim provides the key (metered and billed to the workspace) when a user has not brought their own.

    30k GitHub stars~3.6k tokensUpdated today
    Backend & APIsAuto-check passed
  • Upstash Ratelimit TS

    upstash/ratelimit-js

    Official

    Lightweight guidance for using the Redis Rate Limit TypeScript SDK, including setup steps, basic usage, and pointers to advanced algorithm, features, pricing, and traffic‑protection docs.

    2k GitHub stars~313 tokensUpdated 16 days ago
    Backend & APIsAuto-check passed
  • Repo2skill

    zhangyanxs/repo2skill

    Convert GitHub/GitLab/Gitee repositories into comprehensive OpenCode Skills using embedded LLM calls with multiple mirrors and rate limit handling

    246 GitHub stars~3.6k tokensUpdated 7 mo ago
    Backend & APIsAuto-check passed
  • Better Auth security hardening: rate limits, secrets, CSRF, trusted origins, cookies, sessions, OAuth tokens, and audit logging.

    4.8k GitHub stars~896 tokensUpdated 3 days ago
    Backend & APIsAuto-check passed
  • Dload Fetch Tool

    php-internal/dload

    Get a CLI tool — native binary or PHAR — from a GitHub release into a project folder with dload (vendor/bin/dload).

    105 GitHub stars~1.1k tokensUpdated today
    Backend & APIsAuto-check passed
  • API Gateway

    itsmostafa/aws-agent-skills

    AWS API Gateway for REST and HTTP API management. An agent skill from itsmostafa/aws-agent-skills.

    1.2k GitHub stars~2.2k tokensUpdated 5 days ago
    Backend & APIsAuto-check passed

More from jeremylongshore/tons-of-skills-marketplace

All 3,342 skills in this repo
  • Performing Security Code Review

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.

    2.8k GitHub starsUsed in 2 repos~1.3k tokens
    Auto-check: notes
  • Adapting Transfer Learning Models

    jeremylongshore/tons-of-skills-marketplace

    Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed
  • Agent Context Loader

    jeremylongshore/tons-of-skills-marketplace

    Execute proactive auto-loading: automatically detects and loads agents.md files.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed
  • Aggregating Performance Metrics

    jeremylongshore/tons-of-skills-marketplace

    Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.

    2.8k GitHub stars~1.2k tokensUpdated today
    Auto-check passed
  • Analyzing Capacity Planning

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.

    2.8k GitHub stars~947 tokensUpdated today
    Auto-check passed
  • Analyzing Database Indexes

    jeremylongshore/tons-of-skills-marketplace

    Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.

    2.8k GitHub stars~2k tokensUpdated today
    Auto-check passed

Categories

Questions about Hex Rate Limits

What does Hex Rate Limits do?

Implement Hex rate limiting, backoff, and idempotency patterns. Hex Rate Limits is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement Hex rate limiting, backoff, and idempotency patterns.

When should I use Hex Rate Limits?

Hex Rate Limits fits situations like: handling rate limit errors; implementing retry logic; optimizing API request throughput for Hex; with phrases like hex rate limit.

How do I install Hex Rate Limits in Claude Code?

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

How do I install Hex Rate Limits in Codex?

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

Can I use Hex Rate Limits 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 hex-rate-limits -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hex-rate-limits, .gemini/skills/hex-rate-limits, .github/skills/hex-rate-limits and .opencode/skills/hex-rate-limits in your project.

What does Hex Rate Limits need to run?

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

Does Hex Rate Limits access the network?

SKILL.md names 1 domain. As links in the text: learn.hex.tech. This is read from the text; nothing was executed.

Is Hex Rate Limits 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 Hex Rate Limits use?

Hex Rate Limits 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 Hex Rate Limits use?

About 1.5k tokens (SKILL.md is roughly 6.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Hex Rate Limits?

Skills that share tags, products or a category with Hex Rate Limits: Add Hosted Key (simstudioai/sim, 30k stars), Upstash Ratelimit TS (upstash/ratelimit-js, 2k stars), Repo2skill (zhangyanxs/repo2skill, 246 stars) and Better Auth Security Best Practices (EpicenterHQ/epicenter, 4.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hex Rate Limits?

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.