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talk-pipeline

Orchestrator for the complete talk preparation pipeline (REX or Concept mode). Runs all 6 stages in sequence with human-in-the-loop checkpoints.

Install with Tessl CLI

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

Evaluation results

100%

67%

Talk Pipeline Execution Plan

Concept mode stage routing and parallel execution

Criteria
Without context
With context

No research stage

100%

100%

Stage 1 first

100%

100%

Parallel middle stages

0%

100%

Checkpoint before Stage 5

0%

100%

Stage 5 after checkpoint

0%

100%

Stage 6 last

0%

100%

Output naming format

0%

100%

No REX-only files

100%

100%

Concept output files present

0%

100%

Slug is kebab-case

0%

100%

Without context: $0.3127 · 1m 48s · 12 turns · 17 in / 6,290 out tokens

With context: $0.3747 · 1m 12s · 12 turns · 48 in / 4,528 out tokens

100%

96%

Talk Pipeline Stub Files

REX mode output file naming convention

Criteria
Without context
With context

talks/ directory prefix

50%

100%

Four-digit year in filename

0%

100%

Slug in filenames

0%

100%

Summary file

0%

100%

Git archaeology file

0%

100%

Changelog analysis file

0%

100%

Timeline file

0%

100%

Concepts files

0%

100%

Position files

0%

100%

Script files

0%

100%

Revision sheets file

0%

100%

No extra path segments

0%

100%

Without context: $0.8223 · 2m 59s · 46 turns · 1,675 in / 9,814 out tokens

With context: $0.3923 · 1m 4s · 29 turns · 275 in / 4,623 out tokens

100%

24%

Talk Pipeline Progress Review

Pipeline anti-patterns and stage gate validation

Criteria
Without context
With context

Checkpoint missing

100%

100%

User choice required

100%

100%

Upstream failure check

100%

100%

No metrics invention

20%

100%

No empty placeholders rule

70%

100%

Stage ordering enforced

100%

100%

Stage 2 concept mode rule

0%

100%

Proposed logic flaw identified

100%

100%

Current state FAIL verdict

100%

100%

kimi-prompt placeholder check

0%

100%

Without context: $0.2726 · 1m 43s · 12 turns · 16 in / 5,364 out tokens

With context: $0.4320 · 2m 9s · 17 turns · 433 in / 6,905 out tokens

Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

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