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talk-stage1-extract

Stage 1 — Extract and structure source material into a talk summary. Auto-detects REX vs Concept type.

Install with Tessl CLI

npx tessl i github:FlorianBruniaux/claude-code-ultimate-guide --skill talk-stage1-extract
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SKILL.md
Review
Evals

Evaluation results

100%

85%

Talk Summary: Infrastructure Migration Story

REX source detection and metric extraction

Criteria
Without context
With context

REX type detected

0%

100%

Correct file path

0%

100%

Metadata header block

50%

100%

Chronological narrative arc

12%

100%

Before→after metric format

50%

100%

Metric source attribution

0%

100%

No metric rounding without indication

33%

100%

Comprehensive metric extraction

37%

100%

Themes table format

0%

100%

Gaps checklist

0%

100%

Narrative Potential section

0%

100%

Recommendations section

0%

100%

Without context: $0.7492 · 2m 6s · 21 turns · 25 in / 6,320 out tokens

With context: $0.4713 · 2m 2s · 23 turns · 287 in / 6,267 out tokens

100%

83%

Talk Summary: Opinion Essay on API Design Philosophy

Concept source detection and metrics-absent handling

Criteria
Without context
With context

Concept type detected

0%

100%

Correct file path

20%

100%

Metadata header block

37%

100%

Thematic narrative arc

20%

100%

No-metrics placeholder

0%

100%

No invented metrics

100%

100%

Themes table format

0%

100%

Gaps checklist

0%

100%

Narrative Potential section

0%

100%

Recommendations section

0%

100%

Research recommendation for Concept

0%

100%

Without context: $0.6480 · 2m 1s · 27 turns · 532 in / 6,308 out tokens

With context: $0.4233 · 1m 46s · 20 turns · 183 in / 5,387 out tokens

100%

61%

Talk Summary: Observability Journey at a Scale-up

Hybrid source detection and contradicting metrics flagging

Criteria
Without context
With context

Hybrid type detected

0%

100%

Both components noted

60%

100%

Correct file path

0%

100%

Metadata header block

50%

100%

Contradicting metrics flagged

92%

100%

No single metric chosen

90%

100%

Before→after metric format

62%

100%

Metric source attribution

12%

100%

Themes table format

0%

100%

Gaps checklist

33%

100%

Narrative Potential section

0%

100%

Recommendations section

0%

100%

Without context: $0.5400 · 2m 12s · 25 turns · 2,407 in / 6,896 out tokens

With context: $0.4138 · 1m 59s · 18 turns · 24 in / 5,688 out tokens

Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

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