ND Show HN: Agent Action Protocol (AAP) – MCP got us started, but is insufficient (github.com)
11 points by hank2000 2 days ago | 2 comments on HN ~lite vlite-2.0
Summary ~lite
GitHub page for Agent Action Protocol (AAP) with a technical specification.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 224 HN snapshots · 56 evals
+1 0 −1 HN
Audit Trail 76 entries
2026-03-05 05:55 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-05 05:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 05:49 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-05 05:49 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-04 18:43 eval_success Lite evaluated: Mild negative (-0.14) - -
2026-03-04 18:43 model_divergence Cross-model spread 0.56 exceeds threshold (2 models) - -
2026-03-04 18:43 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 18:42 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 17:42 eval_success Lite evaluated: Strong negative (-0.70) - -
2026-03-04 17:42 eval Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 17:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 17:25 eval_success Lite evaluated: Mild negative (-0.14) - -
2026-03-04 17:25 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 17:25 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 17:21 eval_success Lite evaluated: Mild negative (-0.14) - -
2026-03-04 17:21 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 17:21 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 12:06 eval_success Lite evaluated: Strong negative (-0.70) - -
2026-03-04 12:06 model_divergence Cross-model spread 0.56 exceeds threshold (2 models) - -
2026-03-04 12:06 eval Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 12:06 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 12:00 eval_success Lite evaluated: Mild negative (-0.14) - -
2026-03-04 12:00 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 12:00 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 11:21 eval_success Lite evaluated: Strong negative (-0.70) - -
2026-03-04 11:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 11:21 eval Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 11:15 eval_success Lite evaluated: Mild negative (-0.14) - -
2026-03-04 11:15 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 11:15 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 10:35 eval Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 10:33 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 10:02 eval Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 09:59 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 09:54 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 09:20 eval Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 09:14 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 08:42 eval Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 08:30 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 08:06 eval Evaluated by llama-4-scout-wai: -0.70 (Strong negative) -0.78
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 08:02 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 07:57 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) -0.22
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 07:27 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 07:18 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 06:19 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 06:09 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 05:44 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 05:33 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 04:56 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 04:45 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 04:13 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 04:08 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 04:06 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 04:01 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 03:30 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 03:24 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 02:56 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 02:48 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 02:11 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 02:07 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.01
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 01:32 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 01:26 eval Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) -0.01
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 00:56 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 00:50 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 00:45 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical spec, neutral stance, high transparency
2026-03-04 00:15 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 00:10 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-04 00:08 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) -0.03
reasoning
Technical spec, neutral stance, high transparency
2026-03-03 23:28 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-03 23:26 eval Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) +0.03
reasoning
Technical spec, neutral stance, high transparency
2026-03-03 22:54 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-03 22:52 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) -0.03
reasoning
Technical spec, neutral stance, high transparency
2026-03-03 22:48 eval Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) +0.03
reasoning
Technical spec, neutral stance, high transparency
2026-03-03 22:24 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-03 22:19 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral)
reasoning
Technical GitHub page, no explicit human rights discussion
2026-03-03 22:19 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral)
reasoning
Technical spec, neutral stance, high transparency