From 898b52edcb47bcb3e9d6106e74ca73e74ea01e70 Mon Sep 17 00:00:00 2001 From: sillylaird Date: Thu, 3 Sep 2026 00:33:59 +0000 Subject: import live www.sillylaird.ca webroot --- .../results-analysis/references/analysis-depth.md | 39 ++++++++++++++++++++++ 1 file changed, 39 insertions(+) create mode 100644 .agents/skills/results-analysis/references/analysis-depth.md (limited to '.agents/skills/results-analysis/references/analysis-depth.md') diff --git a/.agents/skills/results-analysis/references/analysis-depth.md b/.agents/skills/results-analysis/references/analysis-depth.md new file mode 100644 index 0000000..5713c62 --- /dev/null +++ b/.agents/skills/results-analysis/references/analysis-depth.md @@ -0,0 +1,39 @@ +# Analysis Depth Guide + +Move beyond “method A > method B”. + +## Four-layer depth ladder + +### 1. Observation +What changed? +- absolute gap +- relative gap +- stability change +- subgroup pattern + +### 2. Interpretation +What is the most defensible explanation? +- optimization stability +- inductive bias match +- subject/domain shift handling +- data scarcity sensitivity + +### 3. Constraint +What prevents overclaiming? +- low sample size +- only one dataset +- missing subgroup coverage +- no robustness sweep + +### 4. Decision +What should happen next? +- promote into durable result note +- run an ablation +- stop an unpromising branch +- update the active plan + +## Good report sentence pattern +- “We observe X.” +- “This supports Y because Z evidence is present.” +- “However, the claim is bounded by A.” +- “Therefore the next decision is B.” -- cgit v1.2.3