ND Show HN: ATO – a GUI to see and fix what your LLM agents configured (github.com)
6 points by WillNigri 2 days ago | 0 comments on HN ~lite vlite-2.0
Summary ~lite
Neutral GitHub repository discussing LLM agent optimization tools.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 190 HN snapshots · 39 evals
+1 0 −1 HN
Audit Trail 59 entries
2026-03-19 20:50 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 20:50 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 20:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 20:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 20:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 19:26 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 19:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 19:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 19:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 19:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 18:00 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 18:00 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 17:44 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 17:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 17:44 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 16:41 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 16:41 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 16:23 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 16:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 16:23 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 15:24 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 15:24 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 15:04 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 15:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 15:04 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 14:01 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 14:01 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 13:40 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 13:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 13:40 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 12:55 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 12:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 12:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 12:27 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 12:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 11:45 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 11:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 11:06 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 10:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 10:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 10:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 09:50 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 09:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 09:11 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 09:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 08:28 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 08:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 07:47 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 07:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 07:10 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 07:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 06:33 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 06:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 05:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 05:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 05:12 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 05:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-19 04:00 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-19 04:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical GitHub page, no explicit human rights discussion