How does this skill prevent a developer agent from overspending on a simple task?

This skill solves 'token bleed' by enforcing strict budget layers—session, task, and tool-call limits—ensuring agents prioritize core logic over redundant reasoning or unnecessary file scanning.

Which AI agents and IDE tools are compatible with the Token Budget Manager?

It is specifically optimized for CLI-centered agents including Claude Code, Cursor, and Codex CLI, providing a framework that curbs their tendency to read large codebases unnecessarily.

What happens if an agent begins to run out of tokens mid-task?

The skill introduces progressive compression triggers (60%-90%) that force the agent to summarize reasoning and narrow its focus as it nears its allocated token limit.

What exactly is included in the purchase of this skill?

Every purchase includes the core token management framework, the complexity-based allocation model, and a template for generating post-task token attribution reports.

Does this skill require any external software or API proxies to function?

Setup involves initializing the three-layer budget model within your agent's configuration; it acts as a 'mathematical guardrail' that doesn't requires external proxies or API middleware.

Works with the AI tools you already use

+20 more

+17 agents

Agent Token Budget Manager

Free

4 installsSecurity scanned

agent-token-budget-manager

Example session with this skill installed

Set a token budget for refactoring the auth middleware and give me a breakdown of the phases.

Read your context and instructions
Compiled the agent-token-budget-manager

Budget allocated: 30K tokens (complexity 3)

Research: 6K (60% threshold for Level 1 compression)
Planning: 3K
Implementation: 15K
Verification: 6K
I will proceed with the research phase now.

Connects securely to your tools. The creator never sees your data.

About this skill

Teaches AI coding agents to proactively manage token budgets across task phases — setting per-task budgets, monitoring consumption in real-time, auto-compressing when approaching limits, and escalating when budget is insufficient. Covers the three-layer budget model (session → task → tool call), progressive compression strategies, priority-based allocation, and token attribution reporting. For developers using Claude Code, Cursor, or Codex CLI who've watched their agent burn 200K tokens on a simple task and want cost predictability without sacrificing output quality.

How to install

Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

~30 seconds

1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.

Skills folder by agent

Click the path to copy it. Create the folder if it does not exist yet.

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