Fastllm Limits Budgets
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.
Implement Fly.io Machines API pacing, per-resource serialization, retry, and reconciliation from the documented action limits.
Install Flyio Rate Limits
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill flyio-rate-limits -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace flyio-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/flyio-rate-limits .claude/skills/flyio-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 "flyio-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/flyio-rate-limits into .claude/skills/flyio-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flyio-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/flyio-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 flyio-rate-limits -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace flyio-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/flyio-rate-limits .agents/skills/flyio-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 "flyio-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/flyio-rate-limits into .agents/skills/flyio-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flyio-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 flyio-rate-limits -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace flyio-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/flyio-rate-limits .cursor/skills/flyio-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 "flyio-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/flyio-rate-limits into .cursor/skills/flyio-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flyio-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/flyio-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 flyio-rate-limits -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace flyio-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/flyio-rate-limits .gemini/skills/flyio-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 "flyio-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/flyio-rate-limits into .gemini/skills/flyio-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flyio-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 flyio-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 flyio-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/flyio-rate-limits .github/skills/flyio-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 "flyio-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/flyio-rate-limits into .github/skills/flyio-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flyio-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 flyio-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 flyio-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/flyio-rate-limits .opencode/skills/flyio-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 "flyio-rate-limits" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/flyio-rate-limits into .opencode/skills/flyio-rate-limits/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flyio-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
flyio-rate-limits- GitHub stars
- 2.8k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 539 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Implement Fly.io Machines API pacing, per-resource serialization, retry, and reconciliation from the documented action limits.
- Works in 6 steps: Classify each request → Encode the documented ceilings → Serialize conflicts → …
- Automating Machine
- SKILL.md covers Overview, Prerequisites, Instructions and Authentication, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Flyio Rate Limits is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement Fly.io Machines API pacing, per-resource serialization, retry, and reconciliation from the documented action limits. Use when automating Machine or app operations. Trigger with: "handle Fly 429", "throttle Machines API", "batch Fly Machine updates".
Its SKILL.md is about 1.2k 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: Requires a scoped Fly.io API token, an operation and resource inventory, durable job state, and current provider limit documentation.
It sits in Business, Finance & HR, covering Rate limiting and Accounting and bookkeeping. 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
- Automating Machine
- With: handle Fly 429
- Throttle Machines API
- Batch Fly Machine updates
Example prompts
- “handle Fly 429”
- “throttle Machines API”
- “batch Fly Machine updates”
- “/flyio-rate-limits”
Requirements
- Compatibility (from SKILL.md): Requires a scoped Fly.io API token, an operation and resource inventory, durable job state, and current provider limit documentation.
- Pre-approved tools (allowed-tools): Read, Grep, Write, Edit
Workflow steps
6 steps, taken from the step headings in SKILL.md.
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:
ReadGrepWriteEdit
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
Links to these hosts (documentation or services it may open):
fly.io
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
Requires a scoped Fly.io API token, an operation and resource inventory, durable job state, and current provider limit documentation.
From compatibility in the SKILL.md frontmatter.
Context cost
Flyio Rate Limits loads about 1.2k tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 539 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). 539 words, ~1,239 tokens.
Download SKILL.mdSave it as
.claude/skills/flyio-rate-limits/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- flyio-rate-limits
- description
- Implement Fly.io Machines API pacing, per-resource serialization, retry, and reconciliation from the documented action limits. Use when automating Machine or app operations. Trigger with: "handle Fly 429", "throttle Machines API", "batch Fly Machine updates".
- allowed-tools
- Read, Grep, Write, Edit
- compatibility
- Requires a scoped Fly.io API token, an operation and resource inventory, durable job state, and current provider limit documentation.
- version
- 2.0.0
- argument-hint
- [app-operation-and-worker-count]
- model
- inherit
- effort
- high
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- saas, flyio, rate-limits, machines-api, retries
Fly.io Machines API Rate Control
Overview
Replace the old invented per-organization table with Fly.io documented limits: Machine actions are constrained per action and per Machine or app identifier, reads have a separate ceiling, and app deletion has its own minute-level limit. Safe workers serialize conflicting operations and reconcile after ambiguous outcomes.
Prerequisites
- Exact API operations, app and Machine identifiers, request volume, and completion objective
- Durable operation IDs, desired-state fingerprints, retry counts, and acknowledgement state
- Current rate-limit contract and an error budget for delayed or failed operations
Instructions
Step 1: Classify each request
Separate create, update, start, stop, suspend, delete, wait, list, and get operations; identify whether the provider scopes the action to a Machine ID or app ID.
Step 2: Encode the documented ceilings
For Machine actions, budget one request per second per action and identifier with a short burst up to three. For get-Machine, budget five per second with a burst up to ten. Treat app deletion as at most 100 per minute.
Step 3: Serialize conflicts
Permit parallel work across independent identifiers only. Never overlap updates, starts, stops, leases, or deletion for the same Machine without a reconciled state boundary.
Step 4: Make intent replay-safe
Persist desired-state hash, operation, target, current Machine instance version, attempt, and acknowledgement before sending a mutation.
Step 5: Back off on throttling
Honor provider retry timing when present; otherwise use bounded exponential backoff with jitter. Apply a retry budget and circuit breaker rather than an unbounded loop.
Step 6: Reconcile ambiguous results
After timeout or transport failure, read current Machine and instance state before retrying. Mark complete only when observed state matches intent.
Authentication
Send the scoped token as a bearer header only to the documented public or private Machines API base URL. Do not widen token scope to solve throttling, and redact headers and Machine configuration secrets from retry telemetry.
Show full SKILL.md (231 more words)Show less
Tool Discipline
Use Read and Grep to inspect application configuration, deployment evidence, provider documentation, fixtures, logs, schemas, and existing tests before proposing a change. Use Write or Edit only for an approved plan, configuration, implementation, test, or redacted receipt. Do not create, deploy, scale, restart, stop, suspend, destroy, rotate, revoke, expose, or migrate live Fly.io resources without explicit operator approval.
Output
- Per-operation and per-identifier rate-control policy
- Durable queue state with attempts, acknowledgements, and reconciliation outcomes
- Throttle, retry, circuit-breaker, and manual-disposition receipt
Return the target organization, app, environment, region set, Machine or database identifiers, source-contract fingerprint, evidence, unresolved risks, rollback state, and final decision without exposing tokens, secrets, connection strings, or customer data.
Examples
A worker updates 200 Machines across several apps. It maintains independent queues by action and Machine ID, caps each update lane to the documented rate, adds jitter, records instance versions, and reads state after a timeout before deciding whether to replay.
Error Handling
| Failure | Response |
|---|---|
| 429 or provider throttle | Pause the matching action and identifier lane, honor retry timing, and reduce concurrency without stalling unrelated resources. |
| 408 or transport timeout | Read current state and instance version before retrying; the mutation may have succeeded. |
| 409 or version conflict | Refresh Machine state, compare desired intent, and enqueue a new reviewed update rather than forcing stale configuration. |
Resources
© 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/flyio-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
Flyio 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Flyio Rate Limits this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Fastllm Limits Budgetsazrtydxb/Fastllm-proxy | 108 | — | ~467 | Automated safety check: Pass | Apache-2.0 | |
| Roblox Networkinggamedev-skills/awesome-gamedev-agent-skills | 1.4k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Configure Authdotnet/skills | 5.6k | 1 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Sync State Invariantsopenchamber/openchamber | 11k | — | ~2.7k | Automated safety check: Pass | MIT | |
| Unit Commitment Operating Rulesbenchflow-ai/skillsbench | 1.8k | — | ~2k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Flyio Rate Limits
What does Flyio Rate Limits do?
Implement Fly.io Machines API pacing, per-resource serialization, retry, and reconciliation from the documented action limits. Flyio Rate Limits is an agent skill from jeremylongshore/tons-of-skills-marketplace.io Machines API pacing, per-resource serialization, retry, and reconciliation from the documented action limits.
When should I use Flyio Rate Limits?
Flyio Rate Limits fits situations like: automating Machine; with: handle Fly 429; throttle Machines API; batch Fly Machine updates.
How do I install Flyio Rate Limits in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill flyio-rate-limits -a claude-code`. Or copy the skill folder (skills/.curated/flyio-rate-limits in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/flyio-rate-limits in your project. Claude Code loads it when a task matches its description.
How do I install Flyio Rate Limits in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill flyio-rate-limits -a codex`. Or copy the skill folder (skills/.curated/flyio-rate-limits in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/flyio-rate-limits in your project. Codex loads it when a task matches its description.
Can I use Flyio 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 flyio-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/flyio-rate-limits, .gemini/skills/flyio-rate-limits, .github/skills/flyio-rate-limits and .opencode/skills/flyio-rate-limits in your project.
What does Flyio Rate Limits need to run?
SKILL.md names no scripts, command-line tools or credentials: Flyio Rate Limits is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Write, Edit. Compatibility (from SKILL.md): Requires a scoped Fly.io API token, an operation and resource inventory, durable job state, and current provider limit documentation..
Does Flyio Rate Limits access the network?
SKILL.md names 1 domain. As links in the text: fly.io. This is read from the text; nothing was executed.
Is Flyio 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 Flyio Rate Limits use?
Flyio 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 Flyio Rate Limits use?
About 1.2k tokens (SKILL.md is roughly 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 467 tokens, read only when the agent opens those files.
What are the alternatives to Flyio Rate Limits?
Skills that share tags, products or a category with Flyio Rate Limits: Fastllm Limits Budgets (azrtydxb/Fastllm-proxy, 108 stars), Roblox Networking (gamedev-skills/awesome-gamedev-agent-skills, 1.4k stars), Configure Auth (dotnet/skills, 5.6k stars) and Sync State Invariants (openchamber/openchamber, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Flyio 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.