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.
git clone --depth 1 https://github.com/logly/mureonpx agentmods add skills/logly/mureo/budget-pacingWrote 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.
[](https://agentmods.dev/skills/logly/mureo/budget-pacing)<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.
<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>- NVIDIA SkillSpector warn
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.
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.
| Model | Per session | Once 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 |
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.
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.mdfor 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
onboardskill 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.
- Establish today: call
mureo_state_getfirst, on every host (including Claude Code, where you would otherwiseReadthe file) and takeserver_nowfrom 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.*.periodandaction_logtimestamps are history, and pacing against a stale month silently mis-states the landing. Never writeserver_nowinto STATE.json — it is a response field, and a persisted copy becomes tomorrow's stale "today".
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.
- today Changed a7eb73453874
- yesterday Changed 33689896646a
- 2d ago Changed b3337cf2a343
- 3d ago Changed 68e2ca09530c
- 4d ago Changed 9c00718cf158
- 5d ago Changed f7d9f982fa99
- 7d ago Changed d9a4e151b090
- 9d ago Changed 14d2bbea2af2
- 11d ago Changed · +2 lines e95392cbe50b
- 13d ago First seen · 102 lines · 129 tokens per session scan A fab0f2a40b15
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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