budget-pacing

budget-pacing is a skill for Claude Code from logly/mureo. It costs 129 tokens per session (4,631 once invoked), scanned A, original, Apache-2.0.

A budgeting procedure that compares spending so far this month with the monthly target and forecasts the likely month-end total.

In plain words
What is it for?
Use it for month-to-date spend checks, month-end forecasts, pace alerts, and decisions about adjusting total campaign spending.
Why use it?
It shows whether spending is running too fast or too slowly and identifies when the total may miss the target.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions Claude Code.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is PREREQUISITE: Read `../_mureo-shared/SKILL.md` for auth, security rules, output format, and **Tool Selection** (Read/Write on Code, `mureo_strategy_*` / `mureo_.

Part of the mureo plugin — 29 skills, 1 MCP server shipped together

Good fit Use it for month-to-date spend checks, month-end forecasts, pace alerts, and decisions about adjusting total campaign spending.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/logly/mureo
agentmods
npx agentmods add skills/logly/mureo/budget-pacing

Made for: Claude Code.

Or install mureo, the plugin that ships this one along with the rest of its 29 skills, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for budget-pacing

README.md
[![agentmods](https://agentmods.dev/badge/skills/logly/mureo/budget-pacing/github.svg)](https://agentmods.dev/skills/logly/mureo/budget-pacing)
Your own site
<a href="https://agentmods.dev/skills/logly/mureo/budget-pacing"><img src="https://agentmods.dev/badge/skills/logly/mureo/budget-pacing/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for budget-pacing

Your own site · 80×15
<a href="https://agentmods.dev/skills/logly/mureo/budget-pacing"><img src="https://agentmods.dev/badge/skills/logly/mureo/budget-pacing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 129 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,631 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Rogue Agent · line 10
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00129 $0.04631
Opus 5.5 $0.00052 $0.01852
Sonnet 5.5 $0.00026 $0.00926
Haiku 4.5 $0.00013 $0.00463

Measured today against content hash a7eb73453874, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

budget-pacing scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

mureo/_data/skills/budget-pacing/SKILL.md · 104 lines

How it starts

The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Budget Pacing

PREREQUISITE: Read ../_mureo-shared/SKILL.md for auth, security rules, output format, and Tool Selection (Read/Write on Code, mureo_strategy_* / mureo_state_* MCP on Desktop / Cowork).

Tool names below refer to the built-in platforms; a namespaced variant (see _mureo-shared → Namespaced built-in variants) is used with its prefix substituted.

Track month-to-date spend against the monthly budget target, project the month-end landing, and raise pace alerts so the month neither blows the budget nor leaves it unspent.

This is trajectory management, not allocation. If the question is "how should I split budget across campaigns?" that is /budget-rebalance. This skill answers "at this rate, where does total spend land, and how do I steer it onto the target?" — cross-reference /budget-rebalance when the fix is reallocation rather than a total-spend nudge.

Prerequisites

  • STRATEGY.md and STATE.json must exist (run the onboard skill first)

Steps

Before you start: Run the Diagnostic preamble from ../_mureo-shared/SKILL.md — load learning insights (mureo_learning_insights_get) and consult advisors (mureo_consult_advisor) before drawing conclusions.

  1. Establish today: call mureo_state_get first, on every host (including Claude Code, where you would otherwise Read the file) and take server_now from its response — ISO 8601 with UTC offset, e.g. 2026-07-28T10:12:33+09:00. Pacing is date arithmetic, so this is load-bearing: server_now's date is the only source of the current date — it fixes the pacing month, today's date, and therefore every elapsed/remaining-day count below. Do not shell out (this skill must run in Bash-less headless hosts) and do not read the date off STATE.json: last_synced_at, reports.*.period and action_log timestamps are history, and pacing against a stale month silently mis-states the landing. Never write server_now into STATE.json — it is a response field, and a persisted copy becomes tomorrow's stale "today".

Read the full file on GitHub · 104 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today Changed a7eb73453874
  2. yesterday Changed 33689896646a
  3. 2d ago Changed b3337cf2a343
  4. 3d ago Changed 68e2ca09530c
  5. 4d ago Changed 9c00718cf158
  6. 5d ago Changed f7d9f982fa99
  7. 7d ago Changed d9a4e151b090
  8. 9d ago Changed 14d2bbea2af2
  9. 11d ago Changed · +2 lines e95392cbe50b
  10. 13d ago First seen · 102 lines · 129 tokens per session scan A fab0f2a40b15

Subscribe to this mod's changes

budget-pacing is a skill published in the GitHub repository logly/mureo (51 stars, last pushed today), licensed Apache-2.0. It adds 129 tokens to every session and 4,631 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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