execute

Automate task orchestration with a Summarize→Impl→Review loop and report generation.

Updated Jun 22, 2026
One-click install
npx skills add https://github.com/TLOGBen/baransu --skill execute-tlogben
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: execute
Source: https://github.com/TLOGBen/baransu/tree/main/plugins/baransu/skills/execute
Command: npx skills add https://github.com/TLOGBen/baransu --skill execute-tlogben

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires git, pypdf, pdfplumber, pdf2image, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the execution of complex, medium-to-large task orchestrations by providing a Summarize→Impl→Review loop with final report generation, saving time and reducing errors in medium-to-large scale workflows.

Core Features & Use Cases

  • TDAID Orchestration: Manages the Summarize→Impl→Review loop for tasks, ensuring thorough task execution.
  • Final Report Generation: Generates a comprehensive report at the end of the execution process.
  • Use Case: Use this Skill to automate the execution of a complex project plan, where tasks need to be reviewed and validated through multiple stages before completion.

Quick Start

Execute the orchestration by running /execute <spec-dir-path>.

Frequently Asked Questions about execute

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate task orchestration with a summarize, implement, and review loop?

You can automate task orchestration using a TDAID loop that manages the Summarize, Impl, and Review stages for medium-to-large scale tasks. It requires a well-defined spec directory to execute the workflow and generate a final report.

What is TDAID orchestration and how does it handle task execution?

TDAID orchestration is an automated execution loop that cycles through Summarize, Impl, and Review phases to process complex tasks. It supports parallel execution and worktree management to ensure thorough task validation before completion.

How do I execute a complex project plan that requires multiple validation stages?

You can execute a complex project plan by running the orchestration command against your spec directory. This automates the end-to-end task execution, handling errors and generating a comprehensive final report upon completion.

Does automated task execution support parallel processing and git worktree management?

Yes, automated task execution supports advanced orchestration features including parallel execution and git worktree management. It also handles merge point management and final reviews to streamline medium-to-large scale workflows.

Do I need a specific directory structure to run automated orchestration loops?

Yes, you need a well-defined spec directory to run the automated orchestration loops. This directory provides the necessary task specifications for the Summarize, Impl, and Review cycle to execute correctly and generate reports.

What limitations exist when automating execution for large scale task workflows?

Automating large scale task workflows requires dependencies like git, pypdf, pdfplumber, and pdf2image. The orchestration is limited to processing well-defined spec directories and relies on detailed error handling to manage execution failures.