talk-stage3-concepts

# Talk Stage 3: Concepts Builds an exhaustive catalogue of all identifiable concepts in the source material. Each concept is numbered, categorized, and scored for its talk potential. ## When to Use This Skill - After Stage 1 (and Stage 2 if REX mode) - Before Stage 4 (Position needs the concept catalogue) - When you want a structured inventory of what's available before choosing an angle ## What This Skill Does 1. **Reads the summary** — loads `{slug}-summary.md` 2. **Reads the timeline** (if available) — enriches scoring with verified dates 3. **Extracts concepts** — full scan of the source material 4. **Categorizes** — assigns each concept to a domain category 5. **Scores** — HIGH / MEDIUM / LOW for talk potential 6. **Optional repo enrichment** — if repo_path is provided, analyzes AI config concepts 7. **Writes output files** ## Input - `talks/{YYYY}-{slug}-summary.md` (required) - `talks/{YYYY}-{slug}-timeline.md` (optional — enriches REX concepts) - `repo_path` (optional — for config/infrastructure concept extraction) ## Output - `talks/{YYYY}-{slug}-concepts.md` (main catalogue) - `talks/{YYYY}-{slug}-concepts-enriched.md` (if repo_path provided) ## Scoring Criteria ### HIGH — Strong potential - Demonstrable live or with a screenshot - Counter-intuitive or surprising (triggers a reaction) - Associated with verifiable numbers - Concrete and actionable (explainable in 30 seconds) - Differentiator vs other talks on the same topic ### MEDIUM — Moderate potential...