Automatisierung

deepswarm

Orchestrates parallel API workers for long-running or multi-turn batch tasks, with automatic worker, stagger, and batch sizing plus optional tiered model delegation and checkpointing.

★ 122 GitHub Stars
78 Qualitätsbewertung
1 Dateien

About this Skill

Use when running parallel AI workers for any long-running or multi-turn batch API task. Auto-calculates optimal workers + stagger. Supports tiered delegation (V4 Pro orchestrator → V4 Flash workers). 99.95% API success rate at scale.

Anwendungsfälle

  • Batch content generation
  • Parallel translation or summarization
  • Large-scale classification
  • Multi-turn API workflows
  • Crash-resilient batch processing

Funktionen

  • Automatic worker and stagger optimization
  • Tiered orchestrator and worker model routing
  • Multi-turn conversation support
  • Checkpointed batch execution
  • Output filtering and validation

Anforderungen

  • Python 3
  • Hermes CLI
  • API credentials for the orchestrator and worker models

Unterstützte Agents

Other

Skill files

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