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ArogyaReddy
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talk-stage3-concepts

Scan talk summaries and timelines to produce a scored Markdown concepts catalogue.

1|1|Updated Apr 8, 2026
Search Tags:#timeline#pipeline#scoring#concepts#summaries#catalogue#talk
One-click install
npx skills add https://github.com/ArogyaReddy/https-github.com-FlorianBruniaux-claude-code-ultimate-guide --skill talk-stage3-concepts-arogyareddy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: talk-stage3-concepts
Source: https://github.com/ArogyaReddy/https-github.com-FlorianBruniaux-claude-code-ultimate-guide/tree/main/examples/skills/talk-pipeline/stage-3-concepts
Command: npx skills add https://github.com/ArogyaReddy/https-github.com-FlorianBruniaux-claude-code-ultimate-guide --skill talk-stage3-concepts-arogyareddy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill generates a structured catalogue of identifiable concepts from a talk's source material, enabling clear visibility of ideas, overlaps, and potential talk angles.

Core Features & Use Cases

  • Reads the summary to identify concepts.
  • Optional enrichment from the timeline to refine dates and progression.
  • Numbers, categorizes, and scores each concept (HIGH / MEDIUM / LOW) for talk potential.
  • Outputs a main concepts file and, if repo context is provided, an enriched version with repository insights.

Quick Start

Process the provided talk summary and timeline to generate an indexed concepts catalogue with scores and write the results to the main concepts file.

Frequently Asked Questions about talk-stage3-concepts

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

FAQPage Schema
How do I extract and catalogue core concepts from talk materials?▼

To catalogue talk concepts, provide the Skill with your talk summary and timeline so it can scan, number, categorize, and score each concept by talk potential, outputting a structured Markdown file.

What is concept scoring and how does it work for talk positioning?▼

Concept scoring evaluates identified ideas from your summary as HIGH, MEDIUM, or LOW for talk potential, helping you prioritize angles and overlaps for Stage 4 positioning.

Can I enrich the concepts catalogue with repository context?▼

Yes, if you provide repository context alongside the summary and timeline, the Skill performs an optional enrichment pass to generate an enriched concepts file with repository insights.

What's the best way to structure a talk summary for concept extraction?▼

Provide a clear talk summary and an optional timeline of dates and progression; the Skill scans these inputs to identify concepts, categorize them, and produce a structured Markdown catalogue.

Does this concept extraction tool require a timeline to function?▼

No, the timeline is optional for enrichment to refine dates and progression, but the Skill can generate the core concepts catalogue by reading the provided summary alone.

Why categorize and number concepts when preparing a talk?▼

Categorizing and numbering concepts provides clear visibility of distinct ideas, overlaps, and potential talk angles, enabling structured downstream positioning and preventing topic redundancy.

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