ND Show HN: Reprompt – Score your AI coding prompts with NLP papers (github.com)
12 points by LuxBennu 1 days ago | 2 comments on HN ~lite vlite-2.0
Summary ~lite
Reprompt GitHub page appears safe and neutral, with clear information about the tool.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 332 HN snapshots · 36 evals
+1 0 −1 HN
Audit Trail 56 entries
2026-03-19 14:08 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 14:08 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 13:44 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 13:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 13:44 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 05:51 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 05:51 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 05:50 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 05:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 05:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 04:56 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 04:56 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 04:46 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 04:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 04:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 03:42 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 03:42 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 03:34 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 03:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 03:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 02:24 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 02:24 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 02:17 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 02:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 02:17 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 00:59 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 00:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 00:55 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 00:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 00:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 00:27 eval_success PSQ evaluated: g-PSQ=0.284 (3 dims) - -
2026-03-19 00:27 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-19 00:24 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 00:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content with zero rights discussion
2026-03-18 23:57 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 23:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-18 23:21 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 23:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-18 22:44 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 22:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-18 21:32 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 21:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-18 20:21 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 20:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-18 19:46 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 19:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-18 19:06 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 19:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-18 18:31 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 18:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-18 17:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 17:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-18 17:12 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 17:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-18 16:34 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-18 16:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical GitHub page, no explicit human rights discussion