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Raw

ASecurity

Hi Alex, **Let's dedicate the next sprint to cutting the defect backlog.** We are closing fewer defects than we take in, and the cost of that gap has moved from engineering into revenue. **1. The backlog will not correct itself.** New defects have outpaced fixes for long enough that the trend is stable, and the one-year projection from that trend shows the gap widening rather than levelling off (chart 1). **2. Defects are already costing us existing customers.** Customer Experience and Resear...

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  • Added September 19, 2026
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Scanned September 19, 2026

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SKILL.md
Hi Alex,

**Let's dedicate the next sprint to cutting the defect backlog.** We are closing fewer defects than we take in, and the cost of that gap has moved from engineering into revenue.

**1. The backlog will not correct itself.** New defects have outpaced fixes for long enough that the trend is stable, and the one-year projection from that trend shows the gap widening rather than levelling off (chart 1).

**2. Defects are already costing us existing customers.** Customer Experience and Research attribute churn to defects; churn plotted against defect volume moves together (chart 2), and the customer interview shows the mechanism behind the correlation.

**3. They are now costing us new customers too.** User posts and a complaint from a major account are public; Sales reports that these concerns are making deals harder to close, and close rates are falling.

**What I need:** your agreement to point the next sprint at the backlog. [data needed: how much of the gap one sprint can close — I'll get an estimate from engineering before we lock scope.]

```mermaid
flowchart TD
    A["Spend the next sprint on the defect backlog"] --> B1["The backlog will not correct itself"]
    A --> B2["Defects are costing us existing customers"]
    A --> B3["Defects are costing us new customers"]
    B1 --> C11["Intake exceeds fixes; one-year projection widens the gap"]
    B2 --> C21["CX/Research attribute churn to defects"]
    B2 --> C22["Churn tracks defect volume; interview shows the mechanism"]
    B3 --> C31["User posts and a major-account complaint"]
    B3 --> C32["Sales: concerns are slowing deals, close rates falling"]
```

**What changed structurally:** the recommendation moved from the last line to the first, and the evidence was regrouped as three reasons Alex gains from acting — each with its charts and reports demoted to support — ordered by escalating business cost.

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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