๐ŸŽ๏ธ Baseline (Direct Execution)

November 28, 2025 ยท View on GitHub

๐Ÿ  Home โ€บ Workflows โ€บ ๐ŸŽ๏ธ Baseline

โ† Workflows โ”โ”โ—โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” 01 Prompt Chaining โ†’


๐ŸŽ๏ธ Baseline (Direct Execution)

TL;DR: Single augmented LLM call without orchestration. The simplest baseline โ€” use when tasks need no complexity.


Diagram

%%{init: {'theme': 'base', 'themeVariables': {'lineColor': '#64748b'}}}%%
flowchart LR
    classDef user fill:#6366f1,stroke:#4f46e5,stroke-width:2px,color:#ffffff
    classDef main fill:#8b5cf6,stroke:#7c3aed,stroke-width:2px,color:#ffffff

    USER["๐Ÿ™‹โ€โ™€๏ธ๐Ÿ“ฅ User Request"]:::user --> MA["๐Ÿ”๐Ÿ’ญ Main Agent"]:::main
    MA -->|"๐Ÿ”๐Ÿ“ค"| OUT["๐Ÿ’โ€โ™€๏ธ๐Ÿ“ค User Receives"]:::user

Characteristics

PropertyValue
ComplexityNone
ParallelismNone
Human-LoopNone
IterationNone

When to Use

  • Simple, single-step tasks
  • No need for specialization
  • Quick operations (file read, simple edit, search)

Examples:

  • "What's in the config.json file?"
  • "Add a console.log statement to this function"
  • "Search for usages of useState"

When NOT to Use

  • Complex multi-step workflows
  • Tasks requiring multiple specializations
  • Large-scale operations

โ† Workflows โ”โ”โ—โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” 01 Prompt Chaining โ†’