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Raw

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**Situation** – Composition is TTW’s largest production cost (≈ 40 % of hard‑back and 50‑55 % of paperback), and TTW is uncompetitive on simple titles. **Complication** – Benchmarks show TTW’s composing productivity 20‑50 % below peers; overtime exceeds budget by > 50 % and staffing shortages limit capacity. **Question** – How can TTW lower its composing costs? **Answer** – TTW should pilot a simplified composition process for inexpensive titles and launch a methods study to improve productiv...

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  • Added September 19, 2026
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Scanned September 19, 2026

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SKILL.md
**Situation** – Composition is TTW’s largest production cost (≈ 40 % of hard‑back and 50‑55 % of paperback), and TTW is uncompetitive on simple titles.  
**Complication** – Benchmarks show TTW’s composing productivity 20‑50 % below peers; overtime exceeds budget by > 50 % and staffing shortages limit capacity.  
**Question** – How can TTW lower its composing costs?  

**Answer** – TTW should pilot a simplified composition process for inexpensive titles and launch a methods study to improve productivity, targeting up to a 10 % reduction in composing costs.  

**Key actions**  

1. **Pilot test a simplified process**  
   - Choose a representative sample of inexpensive titles.  
   - Reduce or re‑time quality‑control checks.  
   - Measure impact on quality, customer satisfaction, and cost.  
   - Expected saving: up to 10 % of composing cost.  

2. **Methods study for productivity gains**  
   - Map the current manual composition workflow.  
   - Identify bottlenecks and low‑productivity steps.  
   - Benchmark against industry best practices (20‑50 % productivity gap).  
   - Develop recommendations for tool or process changes.  

3. **Benchmarking for context**  
   - Compare TTW’s composing cost structure with three peer printers.  
   - Use findings to validate cost‑reduction targets.  
   - Note: a simple cost comparison alone will not resolve all issues.  

**Omitted material** – Detailed staffing shortages, overtime budget overrun, union claim, narrative of department overload, and the statement that managers disagree about cost levels (these do not directly support the recommended actions).

Files in this skill

  • 01-big-chief__codex__control.md993 B
  • 01-big-chief__codex__skill.md1.6 KB
  • 01-big-chief__gpt-oss-120b__control.md1.6 KB
  • 01-big-chief__gpt-oss-120b__skill.md1.4 KB
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  • 01-big-chief__haiku45__skill.md1.2 KB
  • 01-big-chief__opus5__control.md1.2 KB
  • 01-big-chief__opus5__skill.md1.4 KB
  • 01-big-chief__qwen3.6-35b-a3b__control.md1.1 KB
  • 01-big-chief__qwen3.6-35b-a3b__skill.md1.3 KB
  • 01-big-chief__qwen3.6-fp8__control.md1.2 KB
  • 01-big-chief__qwen3.6-fp8__skill.md1.6 KB
  • 01-big-chief__qwen3.8-27b__control.md1.2 KB
  • 01-big-chief__qwen3.8-27b__skill.md1.7 KB
  • 01-big-chief__sonnet5__control.md1022 B
  • 01-big-chief__sonnet5__skill.md1 KB
  • 02-ttv__codex__control.md1.7 KB
  • 02-ttv__codex__skill.md2 KB
  • 02-ttv__gpt-oss-120b__control.md3.6 KB
  • 02-ttv__gpt-oss-120b__skill.md1.6 KB

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