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Subject: Two changes can cut composing cost — both need a two-month test Composition is our largest production cost — 40% for hardbacks, 50-55% for paperbacks — and we are uncompetitive on simple work. You asked me to find out why. Two causes stand out, and both point to a test we should run now. Situation: Composition is TTW's largest production cost, and every title — complex reference book or simple novel — goes through the same quality-control stages. Complication: TTW is losing simple wo...

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  • Added September 19, 2026
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SKILL.md
Subject: Two changes can cut composing cost — both need a two-month test

Composition is our largest production cost — 40% for hardbacks, 50-55% for paperbacks — and we are uncompetitive on simple work. You asked me to find out why. Two causes stand out, and both point to a test we should run now.

Situation: Composition is TTW's largest production cost, and every title — complex reference book or simple novel — goes through the same quality-control stages.

Complication: TTW is losing simple work on price, productivity trails the industry benchmark by 20-50%, and the composing department is now overloaded — short-staffed after losing two compositors, running most jobs late, with overtime over 50% above budget and a union claim pending.

Question: How can TTW bring composing costs down?

Answer: Cut composing cost two ways — simplify the process on inexpensive titles, and raise productivity in manual composition — starting with a controlled test of both.

1. Simplify the process for inexpensive titles
   - Run selected simple jobs through fewer, differently timed quality checks and measure the effect on quality and customer acceptance.
   - Potential saving: roughly 10% of total composing cost.

2. Raise manual composing productivity
   - Commission a methods study of the composing process itself; TTW's productivity trails the benchmark by 20-50%, so the room to close is large.
   - George Kennedy has agreed to run this test and diagnose why measured productivity trails the benchmark.

Next step: authorize the two-month test of both changes; Kennedy is ready to start.

---
Omitted or demoted, with reason:
- The list of people interviewed (Roy Walter, Brian Thompson, George Kennedy) — process detail, not a finding; kept only Kennedy's ownership of the next step.
- "People in Aylesbury want to understand the causes" — restates the assignment, not a fact the reader needs.
- Staffing detail (below-market pay, hiring difficulty, two departures, overtime, union claim) — these are causes of the overload backdrop, not actions or reasons for the recommendation; compressed into the Complication as context, dropped as separate line items.
- Comparison with three other printers — the source itself doubts it will settle anything; dropped rather than kept as a hedge.
- "Managers disagree about whether costs are high" — an observation about internal opinion, not a support for either action; dropped.

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  • 01-big-chief__codex__skill.md1.1 KB
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  • 01-big-chief__qwen3.6-35b-a3b__skill.md1.2 KB
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  • 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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