Show HN: Writing App for Novelist

Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	Show HN: Writing App for Novelist (novelos.studio)
	8 points by oknoorap 3 days ago \| 4 comments on HN ~lite vlite-2.0

Summary ~lite

The NovelOS website presents a sales pitch for a writing software, promoting its features and limited-time offer.

Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 96 HN snapshots · 19 evals

Audit Trail 39 entries

2026-03-05 06:46	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 06:46	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 06:40	eval_success	PSQ evaluated: g-PSQ=0.538 (3 dims)	- -
2026-03-05 06:40	eval	Evaluated by llama-3.3-70b-wai-psq: +0.54 (Moderate positive)
2026-03-03 05:26	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-03 05:26	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page for writing app
2026-03-03 05:26	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 05:21	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-03 05:21	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page for writing app
2026-03-03 05:21	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 05:01	eval_success	Lite evaluated: Mild positive (0.11)	- -
2026-03-03 05:01	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 05:01	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 04:41	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-03 04:41	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 04:41	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page for writing app
2026-03-03 04:30	eval_success	Lite evaluated: Mild positive (0.11)	- -
2026-03-03 04:30	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 04:30	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 04:09	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-03 04:09	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page for writing app
2026-03-03 04:09	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 03:54	eval_success	Lite evaluated: Mild positive (0.11)	- -
2026-03-03 03:54	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 03:54	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 03:32	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-03 03:32	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page for writing app
2026-03-03 03:32	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 03:14	eval_success	Lite evaluated: Mild positive (0.11)	- -
2026-03-03 03:14	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 03:14	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 03:09	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 02:58	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page for writing app
2026-03-03 02:29	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 02:24	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) +0.11
	reasoning NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-03 02:24	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) +0.07
	reasoning Landing page for writing app
2026-03-02 21:26	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Landing page for writing app
2026-03-02 21:21	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning NovelOS website, no explicit rights discussion, embodies access to culture
2026-03-02 21:21	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Landing page for writing app

build 477e599+ntxh · deployed 2026-03-06 02:19 UTC · evaluated 2026-03-03 07:16:53 UTC