the library of slop — a no-slop experiment

blahajcoding/no-slop-analysis ↗

Two experiments built 51 landing pages with and without the no-slop skill, then scored them with the skill's own scanner. The rules cut tells — so does a bare checker carrying no rules at all. That is the finding.

51 pages built30 round-2 scored2 experiments6 models

result — round 2, controlled · every completed run's source-level tell-count, grouped by arm

arm
02468101214161820222426
tells →

The control runs from 0 to 26; every arm that carries the skill collapses to near zero. But script — the scanner with its rules deleted — also reaches 0, by iterating on the instrument. Click an arm to filter the catalogue below.

the specimens — 51 runs cleanreviewslop (≥4 tells)
r1/04-prompt-brief slop
9tells
4 distinct · aes 8 · floor 1
model=deepseek-v4.1-flash · skills=none · prompt=brief · stack=plain · feedback=blind · subject=saas
screenshot of 04-prompt-brief
default_fonts, missing_og, numbered_steps, uppercase_labels
r1/02-skill-no-slop clean
0tells
0 distinct · aes 0 · floor 0
model=deepseek-v4.1-flash · skills=no-slop · prompt=minimal · stack=plain · feedback=blind · subject=saas
screenshot of 02-skill-no-slop
r1/00-baseline slop
17tells
6 distinct · aes 17 · floor 0
model=deepseek-v4.1-flash · skills=none · prompt=minimal · stack=plain · feedback=blind · subject=saas
screenshot of 00-baseline
colored_glows, distinct_radius_values, hidden_without_js, hover_lift_effects, numbered_steps, uppercase_labels
r1/01-skill-frontend-design slop
26tells
8 distinct · aes 25 · floor 1
model=deepseek-v4.1-flash · skills=frontend-design · prompt=minimal · stack=plain · feedback=blind · subject=saas
screenshot of 01-skill-frontend-design
default_fonts, distinct_radius_values, hidden_without_js, hover_lift_effects, missing_og, nested_cards, numbered_steps, uppercase_labels
r1/08-model-gpt-6-luna clean
0tells
0 distinct · aes 0 · floor 0
model=gpt-6-luna · skills=none · prompt=minimal · stack=plain · feedback=blind · subject=saas
screenshot of 08-model-gpt-6-luna
r1/03-skill-both clean
0tells
0 distinct · aes 0 · floor 0
model=deepseek-v4.1-flash · skills=frontend-design,no-slop · prompt=minimal · stack=plain · feedback=blind · subject=saas
screenshot of 03-skill-both
r1/06-stack-tailwind slop
7tells
2 distinct · aes 7 · floor 0
model=deepseek-v4.1-flash · skills=none · prompt=minimal · stack=tailwind · feedback=blind · subject=saas
screenshot of 06-stack-tailwind
distinct_radius_values, numbered_steps
r1/07-stack-react-shadcn review
1tells
1 distinct · aes 1 · floor 0
model=deepseek-v4.1-flash · skills=none · prompt=minimal · stack=react · feedback=blind · subject=saas
screenshot of 07-stack-react-shadcn
r1/05-prompt-full clean
0tells
0 distinct · aes 0 · floor 0
model=deepseek-v4.1-flash · skills=none · prompt=full · stack=plain · feedback=blind · subject=saas
screenshot of 05-prompt-full
r1/12-model-muse-spark-1.3 slop
14tells
5 distinct · aes 13 · floor 1
model=muse-spark-1.3-contributor · skills=none · prompt=minimal · stack=plain · feedback=blind · subject=saas
screenshot of 12-model-muse-spark-1.3
distinct_radius_values, missing_og, nested_cards, numbered_steps, uppercase_labels
r1/11-model-mimo-v2.6-flash slop
23tells
5 distinct · aes 22 · floor 1
model=mimo-v2.6-flash · skills=none · prompt=minimal · stack=plain · feedback=blind · subject=saas
screenshot of 11-model-mimo-v2.6-flash
distinct_radius_values, missing_og, nested_cards, numbered_steps, uppercase_labels
r1/14-subject-lighthouse slop
23tells
7 distinct · aes 23 · floor 0
model=deepseek-v4.1-flash · skills=none · prompt=minimal · stack=plain · feedback=blind · subject=lighthouse
screenshot of 14-subject-lighthouse
colored_glows, contrast_failures, distinct_radius_values, hero_emphasis, hover_lift_effects, numbered_steps, uppercase_labels
r1/09-model-glm-5.3-flash slop
6tells
5 distinct · aes 5 · floor 1
model=glm-5.3-flash · skills=none · prompt=minimal · stack=plain · feedback=blind · subject=saas
screenshot of 09-model-glm-5.3-flash
default_fonts, hero_emphasis, hidden_without_js, hover_lift_effects, missing_og
r1/13-feedback-revise slop
9tells
3 distinct · aes 9 · floor 0
model=deepseek-v4.1-flash · skills=none · prompt=minimal · stack=plain · feedback=revise · subject=saas
screenshot of 13-feedback-revise
default_fonts, numbered_steps, uppercase_labels
r1/10-model-qwen3.8-flash review
0tells
0 distinct · aes 0 · floor 0
model=qwen3.8-flash · skills=none · prompt=minimal · stack=plain · feedback=blind · subject=saas
screenshot of 10-model-qwen3.8-flash
r2/none-hotsauce-1 slop
12tells
4 distinct · aes 12 · floor 0
arm=none · subject=hotsauce · rep=1 · model=deepseek-v4.1-flash
screenshot of none-hotsauce-1
hero_emphasis, hover_lift_effects, numbered_steps, uppercase_labels
r2/none-hotsauce-2 slop
11tells
4 distinct · aes 11 · floor 0
arm=none · subject=hotsauce · rep=2 · model=deepseek-v4.1-flash
screenshot of none-hotsauce-2
hero_emphasis, hover_lift_effects, numbered_steps, uppercase_labels
r2/none-hotsauce-3 slop
16tells
5 distinct · aes 16 · floor 0
arm=none · subject=hotsauce · rep=3 · model=deepseek-v4.1-flash
screenshot of none-hotsauce-3
distinct_radius_values, hero_emphasis, hover_lift_effects, numbered_steps, uppercase_labels
r2/none-lighthouse-2 slop
16tells
6 distinct · aes 16 · floor 0
arm=none · subject=lighthouse · rep=2 · model=deepseek-v4.1-flash
screenshot of none-lighthouse-2
colored_glows, contrast_failures, distinct_radius_values, hero_emphasis, numbered_steps, uppercase_labels
r2/none-lighthouse-3 slop
26tells
9 distinct · aes 26 · floor 0
arm=none · subject=lighthouse · rep=3 · model=deepseek-v4.1-flash
screenshot of none-lighthouse-3
colored_glows, contrast_failures, default_fonts, distinct_radius_values, hero_emphasis, hidden_without_js, hover_lift_effects, numbered_steps, uppercase_labels
r2/noslop-hotsauce-1 slop
5tells
2 distinct · aes 5 · floor 0
arm=noslop · subject=hotsauce · rep=1 · model=deepseek-v4.1-flash
screenshot of noslop-hotsauce-1
numbered_steps, uppercase_labels
r2/noslop-hotsauce-2 no build
--tells
not scanned
arm=noslop · subject=hotsauce · rep=2 · model=deepseek-v4.1-flash
no screenshot
none
r2/rules-hotsauce-2 no build
--tells
not scanned
arm=rules · subject=hotsauce · rep=2 · model=deepseek-v4.1-flash
no screenshot
none
r2/rules-hotsauce-3 no build
--tells
not scanned
arm=rules · subject=hotsauce · rep=3 · model=deepseek-v4.1-flash
no screenshot
none
r2/rules-lighthouse-3 review
2tells
2 distinct · aes 2 · floor 0
arm=rules · subject=lighthouse · rep=3 · model=deepseek-v4.1-flash
screenshot of rules-lighthouse-3
hidden_without_js, numbered_steps
r2/script-hotsauce-3 no build
--tells
not scanned
arm=script · subject=hotsauce · rep=3 · model=deepseek-v4.1-flash
no screenshot
none
r2/script-lighthouse-2 no build
--tells
not scanned
arm=script · subject=lighthouse · rep=2 · model=deepseek-v4.1-flash
no screenshot
none
r2/script-saas-1 no build
--tells
not scanned
arm=script · subject=saas · rep=1 · model=deepseek-v4.1-flash
no screenshot
none