Agent skill

Cost Budget Check

by ruvnet in ruvnet/ruflo

Read accumulated cost-tracking spend + budget config, compute utilization, emit 50/75/90/100% alert ladder

MITAuto-check: notesAI & LLM Engineering

Install Cost Budget Check

skills CLI
$ npx skills add ruvnet/ruflo --skill cost-budget-check -a claude-code

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

GitHub CLI
$ gh skill install ruvnet/ruflo cost-budget-check --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/ruvnet/ruflo.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ruflo-cost-tracker/skills/cost-budget-check .claude/skills/cost-budget-check && 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
cost-budget-check
GitHub stars
74k
Token cost
~645 tokens
SKILL.md length
219 words
Files
1
Skills in repo
265
Repo updated
First seen
Licence
MIT

At a glance

Read accumulated cost-tracking spend + budget config, compute utilization, emit 50/75/90/100% alert ladder

  • Works in 4 steps: Run the check → Inspect the markdown summary — budget,… → Set / inspect the budget → …
  • Tasks that involve LLM cost and token optimization
  • SKILL.md covers When to use, Steps, Storage shape… and Alert ladder (from…, plus 1 more section
  • Calls node

What it does

Cost Budget Check is an agent skill from ruvnet/ruflo. Read accumulated cost-tracking spend + budget config, compute utilization, emit 50/75/90/100% alert ladder

Its SKILL.md is about 650 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 AI & LLM Engineering, covering LLM cost and token optimization. The repository describes itself as: 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory…. The licence is MIT.

When your agent uses it

  • Tasks that involve LLM cost and token optimization

Example prompts

  • “/cost-budget-check”

Requirements

  • Pre-approved tools (allowed-tools): Bash, mcp__plugin_ruflo-core_ruflo__memory_retrieve, mcp__plugin_ruflo-core_ruflo__memory_list, mcp__plugin_ruflo-core_ruflo__memory_store

Workflow steps

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

  1. Run the check
  2. Inspect the markdown summary — budget, spent, remaining, utilization percentage, alert level (🟢 OK · 🟡 INFO · 🟠 WARNING · 🔴 CRITICAL ·…
  3. Set / inspect the budget
  4. HARD_STOP path — budget.mjs check exits with code 1 when utilization ≥ 100%. Wrap critical agent spawns in a budget.mjs check && spawn ……

What it can do on your machine

Read from SKILL.md and the folder at commit 6c04654. 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:

    • Bash
    • mcp__plugin_ruflo-core_ruflo__memory_retrieve
    • mcp__plugin_ruflo-core_ruflo__memory_list
    • mcp__plugin_ruflo-core_ruflo__memory_store

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • node

    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.

Context cost

Cost Budget Check loads about 645 tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 219 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~31
When it runs · the whole SKILL.md, loaded when a task matches
~645

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash, mcp__plugin_ruflo-core_ruflo__memory_retrieve, mcp__plugin_ruflo-core_ruflo__memory_list, mcp_

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 ruvnet/ruflo at commit 6c04654, republished under its MIT licence (© ruvnet). 219 words, ~645 tokens.

Download SKILL.mdSave it as .claude/skills/cost-budget-check/SKILL.md (or your agent's skills folder).
name
cost-budget-check
description
Read accumulated cost-tracking spend + budget config, compute utilization, emit 50/75/90/100% alert ladder
allowed-tools
Bash, mcp__plugin_ruflo-core_ruflo__memory_retrieve, mcp__plugin_ruflo-core_ruflo__memory_list, mcp__plugin_ruflo-core_ruflo__memory_store
argument-hint
[--period today|week|month|all]

Cost Budget Check

Reads cost-tracking:budget-config for the project's budget limit, sums total_cost_usd across session-* records produced by cost-track, computes utilization, and emits the measured 4-tier alert ladder (50% INFO / 75% WARNING / 90% CRITICAL / 100% HARD_STOP).

Until P2 (this skill) landed, the README documented the alert ladder but no code checked it. Now this skill is the gate.

When to use

  • After every cost-track run, to surface the alert level.
  • Before spawning a swarm — if utilization ≥ 90%, escalate to /cost-optimize first.
  • Cron-friendly via /loop 30m for continuous monitoring.

Steps

  1. Run the check:

    bash
    node plugins/ruflo-cost-tracker/scripts/budget.mjs check

    Filter by period: BUDGET_PERIOD=today (default all). Use BUDGET_QUIET=1 for machine-readable JSON.

  2. Inspect the markdown summary — budget, spent, remaining, utilization percentage, alert level (🟢 OK · 🟡 INFO · 🟠 WARNING · 🔴 CRITICAL · 🛑 HARD_STOP), and the recommended action.

  3. Set / inspect the budget:

    bash
    node plugins/ruflo-cost-tracker/scripts/budget.mjs set 50.00
    node plugins/ruflo-cost-tracker/scripts/budget.mjs get
  4. HARD_STOP path — budget.mjs check exits with code 1 when utilization ≥ 100%. Wrap critical agent spawns in a budget.mjs check && spawn … guard to fail closed.

Storage shape (cost-tracking:budget-config)

json
{
  "budget_usd": 50.00,
  "setAt": "2026-05-05T...",
  "thresholds": { "info": 0.50, "warning": 0.75, "critical": 0.90, "hard_stop": 1.00 }
}

Alert ladder (from REFERENCE.md, now enforced)

ThresholdLevelAction
50%INFO 🟡log notification, no UX disruption
75%WARNING 🟠display warning, suggest /cost-optimize
90%CRITICAL 🔴urgent alert, recommend model downgrades
100%HARD_STOP 🛑halt non-essential spawns; exit code 1

Cross-references

  • cost-track (producer) — populates cost-tracking:session-*
  • cost-report — same data source, narrative format
  • cost-optimize — recommended action when WARNING/CRITICAL
  • REFERENCE.md "Budget alert thresholds" — the documented ladder this enforces

© ruvnet, 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 plugins/ruflo-cost-tracker/skills/cost-budget-check of ruvnet/ruflo.

Open the folder on GitHubat commit 6c04654

Compare with similar skills

Cost Budget Check 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.

Cost Budget Check compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Cost Budget Check this skillruvnet/ruflo74k—~645Automated safety check: NotesMIT
Context Compressionguanyang/open-agent-hub9772 repos~4.6kAutomated safety check: PassMIT
Bounty Hunter1sadjlk/bounty-hunter-skill2821 repos~761Automated safety check: PassMIT
Skill Shortenerluongnv89/asm955—~3.8kAutomated safety check: NotesMIT
Context Auditundefined-ui/second-brain-os1k—~802Automated safety check: PassMIT
Headroommomori777/Artemis380—~562Automated safety check: PassMIT

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Questions about Cost Budget Check

What does Cost Budget Check do?

Read accumulated cost-tracking spend + budget config, compute utilization, emit 50/75/90/100% alert ladder. Cost Budget Check is an agent skill from ruvnet/ruflo.

When should I use Cost Budget Check?

Cost Budget Check fits situations like: tasks that involve LLM cost and token optimization.

How do I install Cost Budget Check in Claude Code?

Run `npx skills add ruvnet/ruflo --skill cost-budget-check -a claude-code`. Or copy the skill folder (plugins/ruflo-cost-tracker/skills/cost-budget-check in ruvnet/ruflo) into .claude/skills/cost-budget-check in your project. Claude Code loads it when a task matches its description.

How do I install Cost Budget Check in Codex?

Run `npx skills add ruvnet/ruflo --skill cost-budget-check -a codex`. Or copy the skill folder (plugins/ruflo-cost-tracker/skills/cost-budget-check in ruvnet/ruflo) into .agents/skills/cost-budget-check in your project. Codex loads it when a task matches its description.

Can I use Cost Budget Check 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 ruvnet/ruflo --skill cost-budget-check -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cost-budget-check, .gemini/skills/cost-budget-check, .github/skills/cost-budget-check and .opencode/skills/cost-budget-check in your project.

What does Cost Budget Check need to run?

Going by SKILL.md and its folder, Cost Budget Check needs the command-line tools its instructions call (node). Its frontmatter pre-approves these tools: Bash, mcp__plugin_ruflo-core_ruflo__memory_retrieve, mcp__plugin_ruflo-core_ruflo__memory_list, mcp__plugin_ruflo-core_ruflo__memory_store.

Does Cost Budget Check 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 Cost Budget Check safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Cost Budget Check use?

Cost Budget Check is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Cost Budget Check use?

About 645 tokens (SKILL.md is roughly 2.6k 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 Cost Budget Check?

Skills that share tags, products or a category with Cost Budget Check: Context Compression (guanyang/open-agent-hub, 977 stars), Bounty Hunter (1sadjlk/bounty-hunter-skill, 282 stars), Skill Shortener (luongnv89/asm, 955 stars) and Context Audit (undefined-ui/second-brain-os, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Cost Budget Check?

ruvnet (a GitHub user) maintains it in ruvnet/ruflo, which has 74,222 GitHub stars. The repository holds 265 skills in this directory. The repository was last updated on October 10, 2026.

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