⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

⚙️ AI Tools & Utilities

Token Budget Guardv2.0.0

Name: Token Budget Guard
Author: aptratcn

token-budget-guard

aptratcn

Automatically manages and compresses context to optimize token usage by summarizing, selectively loading, and budgeting for tool schemas, history, and tasks.

context-managementcostlatesttoken-optimization

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

615

Stars

CreatedApr 21, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install aptratcn/token-budget-guard

Skill Package2 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B54/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation4/35

· 342 downloads (low demand)
· No tracked installs (may still have real users via manual install)

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness9/15

· skillAssets present (1 files)

Security Analysis

💙 Low Risk

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://img.shields.io/badge/License-MIT-yellow.svg

Audited Apr 22, 2026 · audit v1.0

💡

Usage Guide

Generated Jul 31, 2026

AI/ML engineersDevOps teamsData scientistsSoftware developersChatbot developersEnterprise IT managersbeginner

💡 Application Scenarios

Optimizing multi-tool agent workflowsTechnology

Data science teams use multiple MCP tools for data retrieval and processing. Token Budget Guard reduces schema tokens and compresses conversation history, improving efficiency and reducing API costs.

Managing context limits in customer support botsCustomer Service

Support bots handle long conversations with customers. Token Budget Guard summarizes history and compresses context to stay within limits, allowing longer interactions without losing critical information.

Cost-efficient document processingLegal

Legal and compliance teams process large documents. The skill promotes selective reading and summarization, cutting token usage significantly while retaining key facts, thus reducing processing costs.

Improving developer productivity with AI pair programmingSoftware Development

Developers use AI assistants for coding tasks. Token Budget Guard helps manage context for large codebases, enabling AI to focus on relevant snippets instead of full files, speeding up code reviews and generation.

💼 Business Models

SaaS subscriptionSubscription fees

Offer Token Budget Guard as part of a developer tooling suite. Revenue generated through monthly or annual subscriptions based on usage tiers.

Usage-based pricingPer-token savings or per-API-call fees

Charge customers based on the number of tokens saved or overall token usage reduction. Aligns pricing with value delivered, appealing to high-volume users.

Open-source with enterprise supportSupport contracts, consulting fees

Release the skill as open-source to gain adoption, then offer enterprise support, consulting, and integration services. Revenue from support contracts and custom implementations.

💬 Integration Tip

Integrate the skill into your agent's system prompt or as a pre-processing step to automatically compress context and manage token budgets. Use the provided budget log template to monitor usage in real-time.