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Subject: Recommendation to reduce composing costs and restore capacity Composition accounts for roughly 40–55% of book costs, and TTW is uncompetitive on simple work. Industry benchmarks reveal weak productivity and high costs, while the department faces a capacity crisis: jobs are running late, overtime is over budget, and staff retention is failing due to below-market pay, union pressure, and recent departures. To address both the cost structure and the operational bottleneck, we recommend ...

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  • Added September 19, 2026
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Scanned September 19, 2026

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SKILL.md
Subject: Recommendation to reduce composing costs and restore capacity

Composition accounts for roughly 40–55% of book costs, and TTW is uncompetitive on simple work. Industry benchmarks reveal weak productivity and high costs, while the department faces a capacity crisis: jobs are running late, overtime is over budget, and staff retention is failing due to below-market pay, union pressure, and recent departures. To address both the cost structure and the operational bottleneck, we recommend simplifying the process for inexpensive titles and changing the composing method.

● Simplify the process for inexpensive titles.
- Every title currently undergoes identical quality-control stages regardless of complexity.
- Testing selected jobs can measure the impact of fewer or differently timed checks.
- Projected savings could reach 10% of total composing cost.

● Change the composing method to increase productivity.
- TTW's measured productivity trails the industry benchmark by 20–50%.
- A methods study can identify further improvements; George Kennedy is prepared to test whether certain stages can be removed.
- These changes will alleviate the capacity bottleneck, reduce overtime, and improve conditions for retaining compositors.

Material omitted or demoted:
- Comparisons with three other printers were excluded because the analysis doubts a simple comparison will settle the issue.
- Stakeholder comments regarding managerial disagreement were omitted as they do not affect the technical recommendation.
- References to Roy Walter and Brian Thompson were removed as their input did not drive specific actions.

Files in this skill

  • 01-big-chief__codex__control.md1 KB
  • 01-big-chief__codex__skill.md1.1 KB
  • 01-big-chief__gpt-oss-120b__control.md1.7 KB
  • 01-big-chief__gpt-oss-120b__skill.md1.8 KB
  • 01-big-chief__haiku45__control.md1020 B
  • 01-big-chief__haiku45__skill.md1.1 KB
  • 01-big-chief__opus5__control.md1.2 KB
  • 01-big-chief__opus5__skill.md1.8 KB
  • 01-big-chief__qwen3.6-35b-a3b__control.md1.4 KB
  • 01-big-chief__qwen3.6-35b-a3b__skill.md1.2 KB
  • 01-big-chief__qwen3.6-fp8__control.md1.2 KB
  • 01-big-chief__qwen3.6-fp8__skill.md1.4 KB
  • 01-big-chief__qwen3.8-27b__control.md1.2 KB
  • 01-big-chief__qwen3.8-27b__skill.md1.5 KB
  • 01-big-chief__sonnet5__control.md1011 B
  • 01-big-chief__sonnet5__skill.md1.2 KB
  • 02-ttv__codex__control.md1.3 KB
  • 02-ttv__codex__skill.md1.8 KB
  • 02-ttv__gpt-oss-120b__control.md3.5 KB
  • 02-ttv__gpt-oss-120b__skill.md1.2 KB

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