ND Show HN: AI SDLC Scaffold, repo template for AI-assisted software development (github.com)
27 points by pangon 11 days ago | 12 comments on HN ~lite vlite-2.0
Summary ~lite
GitHub repository template for AI-assisted software development, appears safe and trustworthy.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 398 HN snapshots · 73 evals
+1 0 −1 HN
Audit Trail 93 entries
2026-03-23 03:27 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-23 03:27 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-23 03:16 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-23 03:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-23 03:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-23 02:17 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-23 02:17 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-23 02:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-23 02:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-23 02:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-23 00:48 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-23 00:48 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-23 00:38 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-23 00:38 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-23 00:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 23:02 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-22 23:02 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 22:50 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-22 22:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 22:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 21:32 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-22 21:32 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 21:22 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-22 21:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 21:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 20:14 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-22 20:14 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 20:05 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-22 20:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 20:05 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 19:01 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-22 19:01 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 18:52 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-22 18:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 17:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 17:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 17:17 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 17:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 16:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 16:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 16:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 15:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 15:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 15:21 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 14:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 14:44 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 14:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 14:06 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 13:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 13:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 13:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 12:49 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 12:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 12:12 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 11:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 11:37 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 11:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 11:02 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 10:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 10:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 10:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 09:47 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 09:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 09:07 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 08:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 08:30 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 08:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 07:53 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 07:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 07:18 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 07:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 06:41 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 06:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 05:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 05:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 05:20 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 05:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 04:44 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 04:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 04:04 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 03:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 03:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 03:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 02:44 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 02:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 01:38 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 01:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-22 00:33 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-22 00:33 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-21 18:21 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 18:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub repository page, no explicit human rights discussion
2026-03-21 17:43 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-21 17:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical GitHub repository page, no explicit human rights discussion