Agent skill

Fastllm Limits Budgets

Inspect and reconcile FastLLM spend and rate limits — read global budgets and limits, trigger limit reconciliation across replicas, and sync provider prices.

Apache-2.0Auto-check passedBusiness, Finance & HR

Install Fastllm Limits Budgets

skills CLI

$ npx skills add azrtydxb/Fastllm-proxy --skill fastllm-limits-budgets -a claude-code

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

GitHub CLI

$ gh skill install azrtydxb/Fastllm-proxy fastllm-limits-budgets --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/azrtydxb/Fastllm-proxy.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/fastllm-limits-budgets .claude/skills/fastllm-limits-budgets && 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/

Paste into Claude Code

Install the "fastllm-limits-budgets" agent skill from https://github.com/azrtydxb/Fastllm-proxy/tree/main/.claude/skills/fastllm-limits-budgets into .claude/skills/fastllm-limits-budgets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastllm-limits-budgets", 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

$skill-installer install https://github.com/azrtydxb/Fastllm-proxy/tree/main/.claude/skills/fastllm-limits-budgets

Type 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.

skills CLI

$ npx skills add azrtydxb/Fastllm-proxy --skill fastllm-limits-budgets -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install azrtydxb/Fastllm-proxy fastllm-limits-budgets --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/azrtydxb/Fastllm-proxy.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/fastllm-limits-budgets .agents/skills/fastllm-limits-budgets && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "fastllm-limits-budgets" agent skill from https://github.com/azrtydxb/Fastllm-proxy/tree/main/.claude/skills/fastllm-limits-budgets into .agents/skills/fastllm-limits-budgets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastllm-limits-budgets", 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.

skills CLI

$ npx skills add azrtydxb/Fastllm-proxy --skill fastllm-limits-budgets -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install azrtydxb/Fastllm-proxy fastllm-limits-budgets --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/azrtydxb/Fastllm-proxy.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/fastllm-limits-budgets .cursor/skills/fastllm-limits-budgets && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "fastllm-limits-budgets" agent skill from https://github.com/azrtydxb/Fastllm-proxy/tree/main/.claude/skills/fastllm-limits-budgets into .cursor/skills/fastllm-limits-budgets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastllm-limits-budgets", 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

$ gemini skills install https://github.com/azrtydxb/Fastllm-proxy.git --path .claude/skills/fastllm-limits-budgets

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add azrtydxb/Fastllm-proxy --skill fastllm-limits-budgets -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install azrtydxb/Fastllm-proxy fastllm-limits-budgets --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/azrtydxb/Fastllm-proxy.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/fastllm-limits-budgets .gemini/skills/fastllm-limits-budgets && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "fastllm-limits-budgets" agent skill from https://github.com/azrtydxb/Fastllm-proxy/tree/main/.claude/skills/fastllm-limits-budgets into .gemini/skills/fastllm-limits-budgets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastllm-limits-budgets", 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.

GitHub CLI

$ gh skill install azrtydxb/Fastllm-proxy fastllm-limits-budgets

Installs 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).

skills CLI

$ npx skills add azrtydxb/Fastllm-proxy --skill fastllm-limits-budgets -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/azrtydxb/Fastllm-proxy.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/fastllm-limits-budgets .github/skills/fastllm-limits-budgets && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "fastllm-limits-budgets" agent skill from https://github.com/azrtydxb/Fastllm-proxy/tree/main/.claude/skills/fastllm-limits-budgets into .github/skills/fastllm-limits-budgets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastllm-limits-budgets", 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.

skills CLI

$ npx skills add azrtydxb/Fastllm-proxy --skill fastllm-limits-budgets -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install azrtydxb/Fastllm-proxy fastllm-limits-budgets --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/azrtydxb/Fastllm-proxy.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/fastllm-limits-budgets .opencode/skills/fastllm-limits-budgets && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "fastllm-limits-budgets" agent skill from https://github.com/azrtydxb/Fastllm-proxy/tree/main/.claude/skills/fastllm-limits-budgets into .opencode/skills/fastllm-limits-budgets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastllm-limits-budgets", 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: fastllm-limits-budgets
GitHub stars: 108
Token cost: ~467 tokens
SKILL.md length: 159 words
Files: 1
Skills in repo: 14
Repo updated: Oct 5, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Inspect and reconcile FastLLM spend and rate limits — read global budgets and limits, trigger limit reconciliation across replicas, and sync provider prices.

Limit reconciliation across replicas
SKILL.md covers Auth and Traps
Calls curl
Sync provider prices

What it does

Fastllm Limits Budgets is an agent skill from azrtydxb/Fastllm-proxy. Inspect and reconcile FastLLM spend and rate limits — read global budgets and limits, trigger limit reconciliation across replicas, and sync provider prices. Use when a caller is being rate-limited or refused for budget, when spend figures look wrong, or after changing provider pricing. Not for setting one principal's cap (fastllm-principals).

Its SKILL.md is about 470 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR, covering Rate limiting and Accounting and bookkeeping. The repository describes itself as: The lowest-overhead LLM router. Production-ready, highly available, one OpenAI-compatible endpoint in front of 80 providers and your own vLLM/SGLang — 0.76 µs per request, no I/O… The licence is Apache-2.0.

When your agent uses it

Limit reconciliation across replicas
Sync provider prices
A caller is being rate-limited
Refused for budget

Example prompts

“/fastllm-limits-budgets”

What it can do on your machine

Read from SKILL.md and the folder at commit 5d53db8. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- curl
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use curl, which can reach the network depending on how they are called.
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.

Context cost

Fastllm Limits Budgets loads about 467 tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 159 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~92
When it runs · the whole SKILL.md, loaded when a task matches: ~467

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 azrtydxb/Fastllm-proxy at commit 5d53db8, republished under its Apache-2.0 licence (© azrtydxb). 159 words, ~467 tokens.

Download SKILL.mdSave it as .claude/skills/fastllm-limits-budgets/SKILL.md (or your agent's skills folder).

name: fastllm-limits-budgets
description: Inspect and reconcile FastLLM spend and rate limits — read global budgets and limits, trigger limit reconciliation across replicas, and sync provider prices. Use when a caller is being rate-limited or refused for budget, when spend figures look wrong, or after changing provider pricing. Not for setting one principal's cap (fastllm-principals).

FastLLM limits budgets

Auth

Admin endpoints need a session cookie, not a bearer token — the gateway master key is not an admin credential.

bash

curl -sk -c /tmp/ck -X POST https://192.168.10.129:4001/login \
  -H 'content-type: application/json' -d '{"name":"<user>","password":"<pw>"}'
curl -sk -b /tmp/ck https://192.168.10.129:4001/admin/...

<!-- BEGIN GENERATED: endpoints -->

Method	Path	Summary	Body fields
`GET`	`/admin/budgets`	Read budgets	—
`GET`	`/admin/limits`	Read limits	—
`POST`	`/admin/prices/sync`	Create prices sync	`source`, `overwrite`, `dry_run`*
`POST`	`/limits/reconcile`	Exchange locally observed counts for a fresh rate-limit allowance. Proxy token only	`replica_id`, `counts`

* optional field

<!-- END GENERATED: endpoints -->

Traps

Cost is computed at ingest from the price at the time of the request, and stored. Deriving it on read would let a later price change rewrite history. prices/sync therefore affects future rows, not past ones.

The provider's own reported cost wins where present. It already accounts for cache discounts and for a routed alias serving a different model; the configured price is the fallback, not the source.

A refusal and an upstream error are different diagnoses. Budget and rate-limit refusals are recorded distinctly from backend failures so they cannot average into one misleading error rate.

Files

Just SKILL.md in .claude/skills/fastllm-limits-budgets of azrtydxb/Fastllm-proxy.

Open the folder on GitHubat commit 5d53db8

Compare with similar skills

Fastllm Limits Budgets 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.

Fastllm Limits Budgets compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Fastllm Limits Budgets this skillazrtydxb/Fastllm-proxy	108	—	~467	Automated safety check: Pass	Apache-2.0	5 days ago
Flyio Rate Limitsjeremylongshore/tons-of-skills-marketplace	2.8k	—	~1.2k	Automated safety check: Pass	MIT	today
Canva Rate Limitsjeremylongshore/tons-of-skills-marketplace	2.8k	—	~1k	Automated safety check: Pass	MIT	today
Roblox Networkinggamedev-skills/awesome-gamedev-agent-skills	1.4k	—	~2.3k	Automated safety check: Pass	Apache-2.0	yesterday
Configure Authdotnet/skills	5.6k	1 repos	~1.8k	Automated safety check: Pass	MIT	yesterday
Sync State Invariantsopenchamber/openchamber	11k	—	~2.7k	Automated safety check: Pass	MIT	today

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More from azrtydxb/Fastllm-proxy

All 14 skills in this repo

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Fastllm Backends
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Fastllm Classifier
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Fastllm Gateway
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Questions about Fastllm Limits Budgets

What does Fastllm Limits Budgets do?

Inspect and reconcile FastLLM spend and rate limits — read global budgets and limits, trigger limit reconciliation across replicas, and sync provider prices. Fastllm Limits Budgets is an agent skill from azrtydxb/Fastllm-proxy. Inspect and reconcile FastLLM spend and rate limits — read global budgets and limits, trigger limit reconciliation across replicas, and sync provider prices.

When should I use Fastllm Limits Budgets?

Fastllm Limits Budgets fits situations like: limit reconciliation across replicas; sync provider prices; A caller is being rate-limited; refused for budget.

How do I install Fastllm Limits Budgets in Claude Code?

Run `npx skills add azrtydxb/Fastllm-proxy --skill fastllm-limits-budgets -a claude-code`. Or copy the skill folder (.claude/skills/fastllm-limits-budgets in azrtydxb/Fastllm-proxy) into .claude/skills/fastllm-limits-budgets in your project. Claude Code loads it when a task matches its description.

How do I install Fastllm Limits Budgets in Codex?

Run `npx skills add azrtydxb/Fastllm-proxy --skill fastllm-limits-budgets -a codex`. Or copy the skill folder (.claude/skills/fastllm-limits-budgets in azrtydxb/Fastllm-proxy) into .agents/skills/fastllm-limits-budgets in your project. Codex loads it when a task matches its description.

Can I use Fastllm Limits Budgets 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 azrtydxb/Fastllm-proxy --skill fastllm-limits-budgets -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fastllm-limits-budgets, .gemini/skills/fastllm-limits-budgets, .github/skills/fastllm-limits-budgets and .opencode/skills/fastllm-limits-budgets in your project.

What does Fastllm Limits Budgets need to run?

Going by SKILL.md and its folder, Fastllm Limits Budgets needs the command-line tools its instructions call (curl).

Does Fastllm Limits Budgets access the network?

SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Fastllm Limits Budgets 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 Fastllm Limits Budgets use?

Fastllm Limits Budgets is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Fastllm Limits Budgets use?

About 467 tokens (SKILL.md is roughly 1.9k 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 Fastllm Limits Budgets?

Skills that share tags, products or a category with Fastllm Limits Budgets: Flyio Rate Limits (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Canva Rate Limits (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Roblox Networking (gamedev-skills/awesome-gamedev-agent-skills, 1.4k stars) and Configure Auth (dotnet/skills, 5.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Fastllm Limits Budgets?

azrtydxb (a GitHub organization) maintains it in azrtydxb/Fastllm-proxy, which has 108 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 5, 2026.

Source: azrtydxb/Fastllm-proxy on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Fastllm Limits Budgets

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

FastLLM limits budgets

Auth

Traps

Files

Compare with similar skills

Similar skills

More from azrtydxb/Fastllm-proxy

Related

Questions about Fastllm Limits Budgets