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runtime-budget-fail

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Diagnose and fix runtime budget issues for tasks.

Software Engineering#automation#optimization#runtime#diagnostics#budget#resource-management
Authorluongnv89
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Managing runtime budgets is critical to ensure AI pipelines complete within resource limits. This skill helps identify where budgets are exceeded and suggests practical adjustments to keep workloads within constraints.

Core Features & Use Cases

  • Budget diagnostics: Detects budget overruns and traces root causes in task graphs.
  • Resource shaping: Recommends adjustments to task granularity, batching, and parallelism to stay within limits.
  • Use Case: When running long-running evaluations with strict time or memory constraints, this skill guides parameter tuning to fit within the budget.

Quick Start

Run the provided budget-friendly configuration and re-run the evaluation to confirm it completes within limits.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: runtime-budget-fail
Download link: https://github.com/luongnv89/asm/archive/main.zip#runtime-budget-fail

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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