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ArogyaReddy
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talk-pipeline

Automate talk preparation from raw material to revision sheets.

1|1|Updated Apr 8, 2026
Search Tags:#workflow#pipeline#orchestrator#ai-assisted#stage#context-collection#talk
One-click install
npx skills add https://github.com/ArogyaReddy/https-github.com-FlorianBruniaux-claude-code-ultimate-guide --skill talk-pipeline-arogyareddy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: talk-pipeline
Source: https://github.com/ArogyaReddy/https-github.com-FlorianBruniaux-claude-code-ultimate-guide/tree/main/examples/skills/talk-pipeline/orchestrator
Command: npx skills add https://github.com/ArogyaReddy/https-github.com-FlorianBruniaux-claude-code-ultimate-guide --skill talk-pipeline-arogyareddy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Creatives and organizers waste time juggling multiple tools and stages to prepare talks; this Skill coordinates six stages in sequence with human-in-the-loop checkpoints to ensure quality and consistency.

Core Features & Use Cases

  • End-to-end orchestration of the complete talk pipeline from raw material to revision sheets.
  • Stage routing and mode options for REX or Concept talks, enabling selective execution.
  • Context collection and governance through AskUserQuestion to gather required metadata before processing.

Quick Start

Run the full pipeline with /talk-pipeline, or execute a single stage using the --stage flag.

Frequently Asked Questions about talk-pipeline

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

FAQPage Schema
How do I automate end-to-end talk preparation from raw material to revision sheets?▼

Automate talk preparation by running a six-stage sequential pipeline that processes raw materials into revision sheets. The workflow includes human-in-the-loop checkpoints to ensure quality and consistency throughout the orchestration process.

Can I execute a single stage of the talk preparation pipeline instead of the full workflow?▼

Yes, you can execute isolated stages of the talk preparation pipeline using explicit stage routing. This allows selective execution of individual stages without running the entire six-stage sequence from raw material to revision sheets.

How does context collection work when preparing a talk with an AI-assisted orchestrator?▼

Context collection gathers required metadata before processing through AskUserQuestion. This governance mechanism ensures the AI-assisted orchestrator has the necessary information to apply mode options and route stages correctly during talk preparation.

What is the best way to prepare different types of talks using a structured pipeline?▼

Prepare different talk types by selecting mode options for REX or Concept talks within the pipeline. The orchestrator applies standardized output naming and final summaries to maintain consistency across both talk formats.

Do I need to provide specific metadata before starting the talk prep pipeline?▼

Yes, required metadata must be collected via AskUserQuestion before the pipeline processes your raw material. This context collection step governs the workflow and ensures the six sequential stages execute correctly.

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