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Subject: Reducing TTW Composing Costs: Recommendations for Savings and Productivity Composition accounts for 40–55% of book costs, and TTW is uncompetitive on simple work. A recent review identified significant productivity gaps, capacity constraints, and clear opportunities for savings by streamlining processes and changing methods. We propose two actions to address these issues. * TTW's measured productivity trails the industry benchmark by 20–50%, indicating substantial room for improvem...

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  • Added September 19, 2026
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Scanned September 19, 2026

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SKILL.md
Subject: Reducing TTW Composing Costs: Recommendations for Savings and Productivity

Composition accounts for 40–55% of book costs, and TTW is uncompetitive on simple work. A recent review identified significant productivity gaps, capacity constraints, and clear opportunities for savings by streamlining processes and changing methods. We propose two actions to address these issues.

### Increase productivity through a methods study

*   TTW's measured productivity trails the industry benchmark by 20–50%, indicating substantial room for improvement.
*   Manual composition is currently overloaded, causing overtime to exceed budget by over 50% and resulting in frequent job delays.
*   Adopting a more efficient composing method will resolve these capacity bottlenecks and lower unit costs.

### Simplify quality control for inexpensive titles

*   TTW subjects every title, from complex reference books to simple novels, to identical quality-control stages.
*   Streamlining checks for less demanding titles could reduce total composing costs by approximately 10%.
*   We should test selected jobs to measure the effect of fewer or differently timed checks on quality and customer satisfaction.

**Next step:** Authorize Kennedy to proceed with the quality-control test and commission the methods study.

---

**Material omitted or demoted**

*   **Comparison with three other printers:** Demoted; the review doubts a simple comparison will settle the issue.
*   **Interview details with staff:** Removed as operational background.
*   **Managers' disagreement on cost levels:** Removed; consensus exists to investigate.
*   **Specific union claim details:** Removed as a symptom of the broader capacity and cost issues addressed above.

```mermaid
flowchart TD
    A["Reduce TTW composing costs by closing the productivity gap and simplifying QC"] --> B1["Conduct methods study to increase productivity"]
    A --> B2["Simplify quality control for inexpensive titles"]
    B1 --> C11["TTW trails benchmark by 20-50%"]
    B1 --> C12["Manual capacity shortage causes overtime and delays"]
    B1 --> C13["Method change yields substantial gains"]
    B2 --> C21["Uniform QC applied to all titles regardless of complexity"]
    B2 --> C22["Simplification offers ~10% cost reduction"]
    B2 --> C23["Test selected jobs to verify quality impact"]
```

Files in this skill

  • 01-big-chief__codex__control.md1.1 KB
  • 01-big-chief__codex__skill.md1.7 KB
  • 01-big-chief__gpt-oss-120b__control.md1.5 KB
  • 01-big-chief__gpt-oss-120b__skill.md1.9 KB
  • 01-big-chief__haiku45__control.md1 KB
  • 01-big-chief__haiku45__skill.md1.3 KB
  • 01-big-chief__opus5__control.md1.2 KB
  • 01-big-chief__opus5__skill.md2.6 KB
  • 01-big-chief__qwen3.6-35b-a3b__control.md1.1 KB
  • 01-big-chief__qwen3.6-35b-a3b__skill.md1.4 KB
  • 01-big-chief__qwen3.6-fp8__control.md1.2 KB
  • 01-big-chief__qwen3.6-fp8__skill.md2.2 KB
  • 01-big-chief__qwen3.8-27b__control.md1.2 KB
  • 01-big-chief__qwen3.8-27b__skill.md1.4 KB
  • 01-big-chief__sonnet5__control.md1.2 KB
  • 01-big-chief__sonnet5__skill.md1.2 KB
  • 02-ttv__codex__control.md1.5 KB
  • 02-ttv__codex__skill.md2.3 KB
  • 02-ttv__gpt-oss-120b__control.md2.9 KB
  • 02-ttv__gpt-oss-120b__skill.md2.7 KB

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