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Raw

ASecurity

**Subject: Pursue process simplification and productivity improvement** You asked whether TTW's composing costs are actually excessive. My analysis reveals a more pressing constraint: the composing department is overloaded, understaffed, losing people, and spending 50% more on overtime than budget allows. **We should investigate two specific cost-reduction paths.** Process simplification can save roughly 10% of composing cost by testing whether simple jobs can skip quality-control steps. Prod...

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Added 9/19/2026
ai-agentsrailstestingperformance

Security Analysis

A100/100

Scanned 9/19/2026

Install to Claude Code

$npx -y skills add welltraum/minto --skill raw --agent claude-code

Installs into .claude/skills of the current project.

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01-big-chief__codex__control.md
**Subject: Pursue process simplification and productivity improvement**

You asked whether TTW's composing costs are actually excessive. My analysis reveals a more pressing constraint: the composing department is overloaded, understaffed, losing people, and spending 50% more on overtime than budget allows.

**We should investigate two specific cost-reduction paths.** Process simplification can save roughly 10% of composing cost by testing whether simple jobs can skip quality-control steps. Productivity improvement can close a 20–50% performance gap against industry benchmarks. Both investigations have willing owners and clear early wins.

**Process simplification**: Currently every title—whether a simple novel or a complex reference book—passes through identical quality-control stages. George Kennedy is willing to test whether simple jobs can skip or retime certain checks, measuring the impact on quality and customer outcomes.

**Productivity improvement**: TTW trails industry benchmarks by 20–50%. The bottleneck is clear: manual composition is at capacity and understaffed due to below-market wages and recent staff turnover. Kennedy is willing to lead a methods study to identify where improvements are possible.

Roy Walter and Brian Thompson have also indicated support for both investigations.

**What I need**: Approval to proceed with both tracks, with owners confirmed and a timeline for initial results.

---

**Omitted**: Competitive benchmarking with peer printers (I included it as lower priority, since direct comparison alone is unlikely to settle the cost question). Detailed staffing analysis and production-run data (these would support a methods study but are not necessary for approval to proceed). The administrative opening and the note about the pending union claim (which adds urgency but does not alter the recommendation).

Attribution

welltraumwelltraum
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