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agent-direct-execution-preferences - Direct execution with persistent result-driven work

Executes tasks directly, reports actual results, persists through iteration, and avoids unnecessary explanations or delegation.

Tags

Updated: 2026-10-16

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Execute tasks directly
  • Show actual results
  • Keep explanations brief
  • Persist until targets are reached
  • Optimize proactively
  • Run and benchmark code
  • Deliver prompts without auto-generation

Inputs

  • User task instructions
  • Prompt requests
  • Code repositories
  • Data resources
  • Model repositories
  • Deployment targets

Outputs

  • Task results
  • Benchmark measurements
  • Prompt text
  • Code artifacts
  • Model checkpoints
  • Running network services

Requirements

    Source

    • Spec: SKILL.md

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    workflow
    direct execution
    code execution
    benchmarking
    model deployment
    Execute tasks directly
    Show actual results
    Keep explanations brief
    Persist until targets are reached
    User task instructions
    Prompt requests
    Code repositories
    Task results
    Benchmark measurements
    Prompt text