Budget Negotiator

Budget Negotiator is an AI Engineering skill for Claude Code, published by cobusgreyling in loop-engineering.

10.4K stars1.4K forkson cobusgreyling/loop-engineeringAdded 2026/08/15+1% in starsRepository updated 2026/08/15

agentic-aiai-agentsai-codinganthropicautomationclaudeclaude-codecodexcoding-agentsdevops-automationdevtoolsgithub-actionsgrokllmloop-engineeringmcpprompt-engineering

Install in seconds

Install Budget Negotiator

Copy Budget Negotiator into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/cobusgreyling/loop-engineering/tree/main/skills/budget-negotiator ~/.claude/skills/budget-negotiator

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/cobusgreyling/loop-engineering.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/budget-negotiator/SKILL.md in cobusgreyling/loop-engineering
Installs to: ~/.claude/skills/budget-negotiator
Collection: One of 23 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Budget Negotiator does

Budget Negotiator enables an L3 autonomous loop to request a token budget increase when near its cap and high-priority work remains. It calculates ROI from run logs and escalates a tagged request for human approval.

Budget Negotiator is cataloged under AI Engineering on DirSkills. Budget Negotiator comes from a repository tagged agentic-ai, ai-agents, ai-coding, anthropic and automation.

Documentation

README

Excerpt

Budget Negotiator

When you detect that you are nearing your daily token cap (e.g., ≥90% spend) via the loop-budget skill, DO NOT just exit silently. You must negotiate for an extension based on your Return on Investment (ROI).

Goal

Ensure that critical work is not arbitrarily blocked by token budgets if the loop has demonstrated a high success rate and the remaining work is critical.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Budget Negotiator

What else does cobusgreyling publish alongside Budget Negotiator?
Budget Negotiator is one of 23 skills that DirSkills catalogs from cobusgreyling/loop-engineering, the repository it ships in. Its siblings there include CI Triage, CI Triage and Changelog Scan. Each one is a separate skill with its own page in this directory, installs the same way Budget Negotiator does, and is maintained by cobusgreyling in that same repository. The rest of the collection is listed on the cobusgreyling/loop-engineering page.
How does Budget Negotiator compare to other AI Engineering skills?
Budget Negotiator ranks #386 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Budget Negotiator against them. Open each page to compare what they document and how they install.