dag-convergence-monitor
关于
This skill monitors iteration progress and quality trends to detect plateauing, recommending when to stop iterating. Use it for convergence tracking and progress monitoring within a DAG workflow. It pairs with skills like the iteration detector and feedback synthesizer but does not perform those specific functions itself.
快速安装
Claude Code
推荐npx skills add majiayu000/claude-skill-registry -a claude-code/plugin add https://github.com/majiayu000/claude-skill-registrygit clone https://github.com/majiayu000/claude-skill-registry.git ~/.claude/skills/dag-convergence-monitor在 Claude Code 中复制并粘贴此命令以安装该技能
GitHub 仓库
Frequently asked questions
What is the dag-convergence-monitor skill?
dag-convergence-monitor is a Claude Skill by majiayu000. Skills package instructions and resources that Claude loads on demand, so Claude can perform dag-convergence-monitor-related tasks without extra prompting.
How do I install dag-convergence-monitor?
Use the install commands on this page: add dag-convergence-monitor to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.
What category does dag-convergence-monitor belong to?
dag-convergence-monitor is in the DAG Framework category, tagged dag, feedback, convergence, monitoring and quality-trends.
Is dag-convergence-monitor free to use?
Yes. dag-convergence-monitor is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.
相关推荐技能
该Skill通过分析DAG执行历史来识别成功模式和反模式,提供优化建议以提升未来任务性能。适用于需要从历史执行中学习规律、优化工作流配置的场景,可通过"learn patterns"、"optimize based on history"等关键词激活。它专注于模式学习而非故障分析或性能剖析,需配合dag-execution-tracer等工具获取数据源。
该Skill用于监控迭代任务的进展趋势,帮助开发者判断何时停止迭代。它能分析质量变化、检测性能平台期,并在收敛时给出停止建议。适用于需要跟踪"迭代进度"或"质量趋势"的场景,常与dag-iteration-detector等Skill配合使用。
该Skill用于执行DAG工作流的并行任务,通过Task工具控制并发度并协调多个代理的执行。它适合在需要运行工作流、并行处理任务或管理并发代理时使用,能有效管理资源限制和执行协调。注意:该Skill仅用于执行阶段,DAG构建和调度需分别使用dag-graph-builder和dag-task-scheduler。
这个Skill专门用于验证DAG结构并解决依赖关系,能检测循环依赖和执行拓扑排序。它使用Kahn算法确定最优执行顺序,适用于依赖解析和图形验证场景。该Skill与dag-graph-builder和dag-task-scheduler配合使用,但不负责构建DAG或调度任务执行。
