huangpustar/metainfer/budget-aware-parallelism
Claude Code and agent skill by huangpustar/metainfer
Trust tier 3
- community
Source check pending
Checking that the SKILL.md file is still in the repository.
并行多臂实验前按最坏情况估算总时长与资源争用,每臂设硬超时;一臂超预算立即终止并降级精简版。
Install
npx vskill@latest install huangpustar/metainfer/budget-aware-parallelismSKILL.md
并行预算
何时触发:准备并行展开多个实验臂/多路任务。
规则
- 并行多臂前按最坏情况估算总时长与资源争用(并行臂互抢资源时,总时长可能比串行还差)。
- 为每臂设硬超时;一臂超预算立即终止并降级为精简版,不等全部臂自然结束。
- 并行臂之间划分互斥的输出文件/目录边界,避免交叉写。
- 汇总时说明每臂的资源条件,防止把争用下的数字与独占下的数字混比。
反模式信号
- 多臂齐跑导致互相争用,全部变慢还以为是被测对象回退。
- 一臂死等,拖住整批结果的汇总。
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingatomic-skills/budget-aware-parallelism/SKILL.md
Popularity
- Repository stars
- 123
- Repository forks
- 17
- 7-day trend score
- 0
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
Works with
Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.
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Embed badge
[](https://verified-skill.com/skills/huangpustar/metainfer/budget-aware-parallelism)