Neocaml – Rubocop Creator's New OCaml Mode for Emacs — Pending

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	Neocaml – Rubocop Creator's New OCaml Mode for Emacs (github.com)
	92 points by TheWiggles 6 days ago \| 13 comments on HN ~lite vlite-2.0

Summary ~lite

GitHub page for Neocaml project, appears safe and trustworthy.

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

Longitudinal 339 HN snapshots · 126 evals

Audit Trail 146 entries

2026-03-05 08:59	eval_success	PSQ evaluated: g-PSQ=0.744 (3 dims)	- -
2026-03-05 08:59	eval	Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) 0.00
2026-03-05 08:54	eval_success	PSQ evaluated: g-PSQ=0.744 (3 dims)	- -
2026-03-05 08:54	eval	Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive)
2026-03-05 08:48	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-05 08:48	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-04 18:50	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 18:50	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Neutral coding content
2026-03-04 18:50	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 18:45	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 18:44	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Neutral coding content
2026-03-04 18:44	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 17:50	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 17:50	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-04 17:50	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 17:45	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 17:45	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) -0.53
	reasoning Technical GitHub page, no human rights discussion
2026-03-04 17:45	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 17:23	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 17:23	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) -0.49
	reasoning Neutral coding content
2026-03-04 17:23	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 06:47	eval_success	Lite evaluated: Mild positive (0.11)	- -
2026-03-04 06:47	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-04 06:47	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 06:42	eval_success	Lite evaluated: Mild positive (0.11)	- -
2026-03-04 06:42	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-04 06:42	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 06:25	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-04 06:25	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-04 06:25	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 19:36	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-03 19:36	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 19:11	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 18:50	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 18:45	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 18:22	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 18:08	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 17:49	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 17:29	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 17:07	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 17:02	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 16:54	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 16:25	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 16:21	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 15:37	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 15:34	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 15:04	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 15:01	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 14:20	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 14:18	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 13:38	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 13:36	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 12:58	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 12:55	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 12:16	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 12:15	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 12:11	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 11:29	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 11:24	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 11:22	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 10:40	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 10:39	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 10:35	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 10:32	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 09:54	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 09:46	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 09:40	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 09:08	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 09:04	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 09:02	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 08:24	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 08:21	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 08:19	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 08:16	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 07:45	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 07:42	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 07:00	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 06:57	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 06:15	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 06:12	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 05:42	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 05:37	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 05:37	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 04:55	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 04:55	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 04:50	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 04:24	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 04:22	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 03:47	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 03:46	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 03:10	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 03:08	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 02:32	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 02:28	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 02:27	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 01:57	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 01:57	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 01:52	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 01:11	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 01:08	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-03 00:30	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-03 00:25	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 23:57	eval	Evaluated by llama-4-scout-wai: +0.11 (Mild positive) -0.05
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 23:54	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) -0.03
	reasoning Neutral coding content
2026-03-02 23:20	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 23:17	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Neutral coding content
2026-03-02 22:43	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) +0.16
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 22:42	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.10
	reasoning Neutral coding content
2026-03-02 22:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 22:04	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 21:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 21:27	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 21:23	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 20:40	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 20:37	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 19:54	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 19:53	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 19:14	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 19:13	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 18:07	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 18:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 16:58	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 16:57	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 16:53	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 16:52	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 15:31	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 15:29	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 15:24	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 14:52	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 14:33	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 14:11	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 14:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 14:01	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 13:56	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 13:19	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 13:10	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 12:31	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 12:26	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 12:24	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 11:56	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 11:51	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 11:13	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 11:10	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 11:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral coding content
2026-03-02 10:21	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Technical GitHub page, no human rights discussion
2026-03-02 10:19	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Neutral coding content

build 39b0583+jepn · deployed 2026-03-06 19:31 UTC · evaluated 2026-03-03 07:16:53 UTC