00cb973bdb
6-stage pipeline: raw material → conference talk → Kimi AI slides. New files: - guide/workflows/talk-pipeline.md — Full workflow guide (REX vs Concept modes, stage-by-stage breakdown, CHECKPOINT mechanics, Kimi handoff, real-world DevWithAI example, 5 design patterns documented) - examples/skills/talk-pipeline/ — 7 SKILL.md files + orchestrator + 2 templates (feedback-draft.md, kimi-prompt-template.md) Updated: - README.md — badges 164→172 templates, Feb 20 date, 13→14 skills - guide/workflows/README.md — Talk Pipeline entry under Design & Content - machine-readable/reference.yaml — 16 new entries for pipeline components - CHANGELOG.md — [Unreleased] entry Design patterns showcased: skill chaining + file-based state, tool permission scoping (Bash only Stage 2), human-in-the-loop CHECKPOINT (Stage 4), AI-to-AI handoff (Claude → Kimi), dual execution modes (REX/Concept). Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> |
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|---|---|---|
| .. | ||
| orchestrator | ||
| stage-1-extract | ||
| stage-2-research | ||
| stage-3-concepts | ||
| stage-4-position | ||
| stage-5-script | ||
| stage-6-revision | ||
| README.md | ||
Talk Pipeline Skills
6-stage skill pipeline that transforms raw material (article, transcript, notes) into a complete conference talk with AI-generated slides.
Install
Copy the talk-pipeline/ directory to your project's .claude/skills/ folder:
cp -r examples/skills/talk-pipeline ~/.claude/skills/
Or install only the stages you need (each stage is independent).
Stages
| Stage | Skill file | Mode | Description |
|---|---|---|---|
| 1 | stage-1-extract/SKILL.md |
REX + Concept | Extract source material into structured summary |
| 2 | stage-2-research/SKILL.md |
REX only | Git archaeology + timeline |
| 3 | stage-3-concepts/SKILL.md |
REX + Concept | Scored concept catalogue |
| 4 | stage-4-position/SKILL.md |
REX + Concept | Angles, titles, descriptions + CHECKPOINT |
| 5 | stage-5-script/SKILL.md |
REX + Concept | 5-act pitch + slides spec + Kimi prompt |
| 6 | stage-6-revision/SKILL.md |
REX + Concept | Revision sheets + Q&A cheat-sheet |
| — | orchestrator/SKILL.md |
REX + Concept | Run the full pipeline from one invocation |
Quick Start
Full pipeline (recommended):
/talk-pipeline
The orchestrator asks for metadata and runs all applicable stages.
Single stage:
/talk-stage1-extract
/talk-stage4-position
With flags:
/talk-pipeline --rex --slug=my-talk --event="Conf 2026" --duration=30
/talk-pipeline --concept --slug=my-idea
Output convention
All files land in talks/ at your project root:
talks/{YYYY}-{slug}-summary.md
talks/{YYYY}-{slug}-git-archaeology.md
talks/{YYYY}-{slug}-concepts.md
talks/{YYYY}-{slug}-angles.md
talks/{YYYY}-{slug}-pitch.md
talks/{YYYY}-{slug}-kimi-prompt.md
...
Using the Kimi prompt
Stage 5 generates {slug}-kimi-prompt.md. To generate slides:
- Open the file and verify no
{PLACEHOLDER}remains - Go to kimi.com (free, no API needed)
- Copy-paste the entire prompt
- Kimi generates a dark-theme presentation with your slide content
Documentation
Full workflow guide: guide/workflows/talk-pipeline.md