tda-resource-preflight
CommunityEnsure resource requirements for long-running computations are met before execution.
Software Engineering#benchmarking#resource management#pre-flight check#resource planning#stochastic computation
Authorstephendor
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps prevent over-provisioning and under-provisioning of resources for long-running, stochastic computations, by providing a pre-flight check for resource needs.
Core Features & Use Cases
- Resource Benchmarking: Provides benchmarks for the real statistic before execution to estimate wall time.
- Constraint Analysis: Applies known repository constraints like memory and GIL considerations.
- Strategy Selection: Offers guidance on the best strategy for execution (e.g., serial, joblib-loky, multiprocessing).
- Pre-flight Record: Generates a pre-flight record with all necessary information for a defensible launch.
Quick Start
Run the tda-resource-preflight skill with the command 'tda-resource-preflight my_script.py'.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 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: tda-resource-preflight Download link: https://github.com/stephendor/TDL/archive/main.zip#tda-resource-preflight Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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