Implement service-specific Adobe admission control, Retry-After handling, bounded retries, and spend-aware queues.

MITAuto-check passedBackend & APIs

Install Adobe Rate Limits

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

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace adobe-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/adobe-rate-limits .claude/skills/adobe-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
adobe-rate-limits
GitHub stars
2.8k
Token cost
~1k tokens
SKILL.md length
416 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Implement service-specific Adobe admission control, Retry-After handling, bounded retries, and spend-aware queues.

  • Works in 6 steps: Inventory traffic, operations,… → Read current service limits and capture… → Set conservative token buckets,… → …
  • Scaling workloads
  • SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Adobe Rate Limits is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement service-specific Adobe admission control, Retry-After handling, bounded retries, and spend-aware queues. Use when scaling workloads or handling 429 responses. Trigger with "Adobe rate limit", "Adobe 429", or "Adobe backoff".

Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval

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

  • Scaling workloads
  • Handling 429 responses
  • With Adobe rate limit

Example prompts

  • “Adobe rate limit”
  • “Adobe 429”
  • “Adobe backoff”
  • “/adobe-rate-limits”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit

Workflow steps

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

  1. Inventory traffic, operations, concurrency, queues, retry chains, job durations, transactions, and downstream acknowledgements.
  2. Read current service limits and capture observed 429 headers and error bodies from sanitized evidence.
  3. Set conservative token buckets, concurrency, queue size, and spend ceilings below verified constraints.
  4. Retry only classified transient, idempotent work; honor valid server delay and cap attempts plus elapsed time.
  5. Quarantine ambiguous writes/jobs and propagate backpressure rather than recursively retrying.
  6. Load-test with synthetic data, publish the safe envelope, and assign an emergency reduction switch.

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
    • Glob
    • Grep
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

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

  • Network

    No URLs in SKILL.md.

    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; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval

    From compatibility in the SKILL.md frontmatter.

Context cost

Adobe Rate Limits loads about 1k tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 63 tokens; SKILL.md has 416 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.8k

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). 416 words, ~1,001 tokens.

Download SKILL.mdSave it as .claude/skills/adobe-rate-limits/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
adobe-rate-limits
description
Implement service-specific Adobe admission control, Retry-After handling, bounded retries, and spend-aware queues. Use when scaling workloads or handling 429 responses. Trigger with "Adobe rate limit", "Adobe 429", or "Adobe backoff".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval
argument-hint
<service> <workload> <recovery-objective>
version
1.8.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, adobe, throttling
model
inherit
effort
high

Adobe Throttling and Backpressure

Overview

Implement service-specific Adobe admission control, Retry-After handling, bounded retries, and spend-aware queues. This workflow produces a reviewable artifact and evidence before any live side effect.

Prerequisites

  • Current first-party Adobe documentation for every selected service, API version, auth flow, limit, and lifecycle.
  • Named product, identity, security, data, budget, release, and operations owners appropriate to the scope.
  • Synthetic or approved non-production fixtures with secret and content canaries.

Current Contract

Adobe limits differ by service, operation, entitlement, and contract. Recheck first-party limits at execution. A valid Retry-After response is authoritative; absence requires conservative capped exponential backoff with jitter, not a remembered universal rate. Recheck the dated evidence map before relying on mutable product behavior.

Authentication

Partition control by approved credential, organization, service, operation, and tenant without exposing tokens or multiplying credentials to evade policy.

Instructions

  1. Inventory traffic, operations, concurrency, queues, retry chains, job durations, transactions, and downstream acknowledgements.
  2. Read current service limits and capture observed 429 headers and error bodies from sanitized evidence.
  3. Set conservative token buckets, concurrency, queue size, and spend ceilings below verified constraints.
  4. Retry only classified transient, idempotent work; honor valid server delay and cap attempts plus elapsed time.
  5. Quarantine ambiguous writes/jobs and propagate backpressure rather than recursively retrying.
  6. Load-test with synthetic data, publish the safe envelope, and assign an emergency reduction switch.

Tool Discipline

Use Read, Glob, and Grep to inspect current documentation, configuration, code, fixtures, and evidence. Use Write and Edit only for approved repository artifacts. Skill invocation alone does not authorize network access, credentials, Adobe content, consent, uploads, generation, spend, deployment, registration changes, replay, cancellation, or deletion.

Show full SKILL.md (145 more words)Show less

Approval Boundaries

Workload, budget, and sandbox owners approve load tests and capacity changes. Do not add organizations, users, keys, or projects to circumvent limits.

Error Handling

  • Fixed pack-wide RPM tables are forbidden.
  • Do not retry 401, 403, content-policy, validation, or terminal job failures blindly.
  • Stop before the retry budget becomes a spend amplifier.

Output

Return cited current constraints, observed headers, control settings, retry matrix, queue policy, load curve, spend guard, and rollback. Mark assumptions, observed environment behavior, owners, evidence dates, and unresolved gaps explicitly.

Examples

  • Recover from a 429 with Retry-After.
  • Demonstrate queue shedding when the elapsed retry budget expires.

Validation

Exercise and record expected and observed results for:

  • burst
  • missing delay
  • valid delay
  • ambiguous job
  • queue saturation
  • vendor outage

Resources

  • Current first-party evidence map — recheck dated Adobe sources before execution.
  • Treat observed tenant or product behavior as environment-specific evidence, never a universal Adobe guarantee.

© 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/adobe-rate-limits of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Adobe 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.

Adobe Rate Limits compared with similar skills
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Adobe Rate Limits this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1kAutomated safety check: PassMIT
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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

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Categories

Questions about Adobe Rate Limits

What does Adobe Rate Limits do?

Implement service-specific Adobe admission control, Retry-After handling, bounded retries, and spend-aware queues. Adobe Rate Limits is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement service-specific Adobe admission control, Retry-After handling, bounded retries, and spend-aware queues.

When should I use Adobe Rate Limits?

Adobe Rate Limits fits situations like: scaling workloads; handling 429 responses; with Adobe rate limit.

How do I install Adobe Rate Limits in Claude Code?

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

How do I install Adobe Rate Limits in Codex?

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

Can I use Adobe 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 adobe-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/adobe-rate-limits, .gemini/skills/adobe-rate-limits, .github/skills/adobe-rate-limits and .opencode/skills/adobe-rate-limits in your project.

What does Adobe Rate Limits need to run?

SKILL.md names no scripts, command-line tools or credentials: Adobe Rate Limits is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval.

Does Adobe Rate Limits access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Adobe 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 Adobe Rate Limits use?

Adobe 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 Adobe Rate Limits use?

About 1k tokens (SKILL.md is roughly 4k 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 764 tokens, read only when the agent opens those files.

What are the alternatives to Adobe Rate Limits?

Skills that share tags, products or a category with Adobe 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 Adobe 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.