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Control Ideogram concurrency with a bounded queue, deadlines, backoff, and fair tenant admission.
Install Ideogram Rate Limits
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill ideogram-rate-limits -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace ideogram-rate-limits --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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/ideogram-rate-limits .claude/skills/ideogram-rate-limits && rm -rf skills-srcUse ~/.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/
Install the "ideogram-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ideogram-rate-limits into .claude/skills/ideogram-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ideogram-rate-limits", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ideogram-rate-limitsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill ideogram-rate-limits -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace ideogram-rate-limits --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/ideogram-rate-limits .agents/skills/ideogram-rate-limits && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ideogram-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ideogram-rate-limits into .agents/skills/ideogram-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ideogram-rate-limits", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill ideogram-rate-limits -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace ideogram-rate-limits --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/ideogram-rate-limits .cursor/skills/ideogram-rate-limits && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ideogram-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ideogram-rate-limits into .cursor/skills/ideogram-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ideogram-rate-limits", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/ideogram-rate-limits--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill ideogram-rate-limits -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace ideogram-rate-limits --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/ideogram-rate-limits .gemini/skills/ideogram-rate-limits && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ideogram-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ideogram-rate-limits into .gemini/skills/ideogram-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ideogram-rate-limits", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace ideogram-rate-limitsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill ideogram-rate-limits -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/ideogram-rate-limits .github/skills/ideogram-rate-limits && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ideogram-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ideogram-rate-limits into .github/skills/ideogram-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ideogram-rate-limits", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill ideogram-rate-limits -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace ideogram-rate-limits --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/ideogram-rate-limits .opencode/skills/ideogram-rate-limits && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ideogram-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/ideogram-rate-limits into .opencode/skills/ideogram-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ideogram-rate-limits", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ideogram-rate-limits- GitHub stars
- 2.8k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 499 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Control Ideogram concurrency with a bounded queue, deadlines, backoff, and fair tenant admission.
- Works in 7 steps: Measure arrival rate, service time by… → Place a shared account-level semaphore… → Add bounded per-tenant admission, queue… → …
- Preventing 429 responses
- SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 8 more sections
- Reaches api.ideogram.ai; needs IDEOGRAM_API_KEY
What it does
Ideogram Rate Limits is an agent skill from jeremylongshore/tons-of-skills-marketplace. Control Ideogram concurrency with a bounded queue, deadlines, backoff, and fair tenant admission. Use when preventing 429 responses or sizing generation workers. Trigger with "tune Ideogram concurrency", "fix Ideogram throttling", or "design an Ideogram request queue".
Its SKILL.md is about 1.1k 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 capacity tests require explicit spend and load 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
- Preventing 429 responses
- Sizing generation workers
- With tune Ideogram concurrency
- Fix Ideogram throttling
Example prompts
- “tune Ideogram concurrency”
- “fix Ideogram throttling”
- “design an Ideogram request queue”
- “/ideogram-rate-limits”
Requirements
- A credential in IDEOGRAM_API_KEY
- Compatibility (from SKILL.md): Designed for Claude Code; live capacity tests require explicit spend and load approval
- Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Measure arrival rate, service time by endpoint, current in-flight count, queue age, timeout rate, and 429 responses.
- Place a shared account-level semaphore below the verified limit; start conservatively and reserve capacity for recovery probes.
- Add bounded per-tenant admission, queue length, age, output count, and total operation deadlines.
- Prefer asynchronous endpoints for work that cannot fit an interactive deadline and persist each generation_id.
- Retry only classified transient responses using server guidance when present, exponential backoff with jitter, and a strict attempt ceiling.
- Prevent ambiguous duplicate generation by reconciling known async identifiers before resubmission.
- Raise capacity only through the vendor path and a reviewed load plan; canary the new limit.
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:
ReadGlobGrepWriteEdit
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
Hosts in commands or code, which the agent is likely to contact:
api.ideogram.ai
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
IDEOGRAM_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code; live capacity tests require explicit spend and load approval
From compatibility in the SKILL.md frontmatter.
Context cost
Ideogram Rate Limits loads about 1.1k tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 73 tokens; SKILL.md has 499 words of instructions outside code blocks.
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). 499 words, ~1,122 tokens.
Download SKILL.mdSave it as
.claude/skills/ideogram-rate-limits/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- ideogram-rate-limits
- description
- Control Ideogram concurrency with a bounded queue, deadlines, backoff, and fair tenant admission. Use when preventing 429 responses or sizing generation workers. Trigger with "tune Ideogram concurrency", "fix Ideogram throttling", or "design an Ideogram request queue".
- allowed-tools
- Read, Glob, Grep, Write, Edit
- compatibility
- Designed for Claude Code; live capacity tests require explicit spend and load approval
- argument-hint
- <traffic-shape> <latency-slo> <tenant-policy>
- version
- 1.11.0
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- saas, ideogram, reliability
- model
- inherit
- effort
- high
Ideogram Concurrency and Queue Control
Overview
Keep paid image work inside a measurable concurrency envelope. Combine admission control, tenant fairness, operation deadlines, and endpoint-aware retry so a traffic burst does not become duplicate spend, an unbounded queue, or persistent 429 pressure.
Prerequisites
- Request arrival rate, latency objective, output count, endpoint mix, and cost ceiling.
- Queue ownership, per-tenant policy, cancellation behavior, and overload response.
- Current account capacity and an approved contact path for increased scale.
Current Contract
Ideogram's API overview documents a default limit of 10 in-flight requests and directs larger-capacity needs to partnership@ideogram.ai. This is a concurrency boundary, not permission to launch ten workers per process. Account-wide observed behavior remains authoritative.
Authentication
Workers inject IDEOGRAM_API_KEY server-side and send Api-Key only to https://api.ideogram.ai. Queue records and metrics must exclude keys, prompts, images, and response URLs.
Instructions
- Measure arrival rate, service time by endpoint, current in-flight count, queue age, timeout rate, and
429responses. - Place a shared account-level semaphore below the verified limit; start conservatively and reserve capacity for recovery probes.
- Add bounded per-tenant admission, queue length, age, output count, and total operation deadlines.
- Prefer asynchronous endpoints for work that cannot fit an interactive deadline and persist each
generation_id. - Retry only classified transient responses using server guidance when present, exponential backoff with jitter, and a strict attempt ceiling.
- Prevent ambiguous duplicate generation by reconciling known async identifiers before resubmission.
- Raise capacity only through the vendor path and a reviewed load plan; canary the new limit.
Tool Discipline
Use Read, Glob, and Grep for queue, worker, metric, and fixture inspection. Use Write and Edit for approved limit, test, or documentation changes. Invocation does not authorize load generation, quota negotiation, or increased production concurrency.
Show full SKILL.md (212 more words)Show less
Approval Boundaries
Require owners for live load tests, spend, tenant-priority changes, queue dropping, capacity increases, and deployment. Document how queued work is cancelled or drained before changing the envelope.
Error Handling
- A
429is an admission-control signal; immediate retries amplify pressure. - Expired queue work should terminate before calling Ideogram, not after spending credit.
- Do not retry
400,401,422, unsafe output, or an already accepted async submission as if transient.
Output
Return verified limit source, chosen semaphore, queue and tenant bounds, deadline and retry policy, measured status counts, cost impact, test result, canary state, and rollback setting. Exclude content and credentials.
Examples
- Set eight shared worker permits, retain two for recovery probes, and cap each tenant below the account total.
- Report
peak_inflight=8; queue_p95=3s; 429=0; expired_before_submit=12; duplicates=0.
Validation
Use a deterministic queue simulator first, verify fairness and deadline expiration, inject 429 and timeout outcomes, and prove duplicate suppression. Run a paid load check only within the approved request and cost ceiling.
Resources
- Current first-party evidence map — use the dated endpoint, webhook, billing, team, and training links as the contract index for this workflow.
- Recheck the endpoint-specific page and current OpenAPI description before relying on an enum, limit, beta feature, or lifecycle claim.
- Record live observations as environment-specific evidence, not as universal vendor guarantees.
© 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/ideogram-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
Ideogram 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.
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|---|---|---|---|---|---|---|
| Ideogram Rate Limits this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Add Hosted Keysimstudioai/sim | 30k | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | |
| Upstash Ratelimit TSupstash/ratelimit-js | 2k | — | ~313 | Automated safety check: Pass | MIT | |
| Repo2skillzhangyanxs/repo2skill | 246 | — | ~3.6k | Automated safety check: Pass | None | |
| Better Auth Security Best PracticesEpicenterHQ/epicenter | 4.8k | — | ~896 | Automated safety check: Pass | Custom licence | |
| Dload Fetch Toolphp-internal/dload | 105 | — | ~1.1k | Automated safety check: Pass | BSD-3-Clause |
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Questions about Ideogram Rate Limits
What does Ideogram Rate Limits do?
Control Ideogram concurrency with a bounded queue, deadlines, backoff, and fair tenant admission. Ideogram Rate Limits is an agent skill from jeremylongshore/tons-of-skills-marketplace. Control Ideogram concurrency with a bounded queue, deadlines, backoff, and fair tenant admission.
When should I use Ideogram Rate Limits?
Ideogram Rate Limits fits situations like: preventing 429 responses; sizing generation workers; with tune Ideogram concurrency; fix Ideogram throttling.
How do I install Ideogram Rate Limits in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill ideogram-rate-limits -a claude-code`. Or copy the skill folder (skills/.curated/ideogram-rate-limits in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/ideogram-rate-limits in your project. Claude Code loads it when a task matches its description.
How do I install Ideogram Rate Limits in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill ideogram-rate-limits -a codex`. Or copy the skill folder (skills/.curated/ideogram-rate-limits in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/ideogram-rate-limits in your project. Codex loads it when a task matches its description.
Can I use Ideogram 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 ideogram-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/ideogram-rate-limits, .gemini/skills/ideogram-rate-limits, .github/skills/ideogram-rate-limits and .opencode/skills/ideogram-rate-limits in your project.
What does Ideogram Rate Limits need to run?
Going by SKILL.md and its folder, Ideogram Rate Limits needs credentials named IDEOGRAM_API_KEY. Our summary lists: A credential in IDEOGRAM_API_KEY. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live capacity tests require explicit spend and load approval.
Does Ideogram Rate Limits access the network?
SKILL.md names 1 domain. In commands or code: api.ideogram.ai; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Ideogram 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 Ideogram Rate Limits use?
Ideogram 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 Ideogram Rate Limits use?
About 1.1k tokens (SKILL.md is roughly 4.5k 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 622 tokens, read only when the agent opens those files.
What are the alternatives to Ideogram Rate Limits?
Skills that share tags, products or a category with Ideogram 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 Ideogram 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.