{"project":"agent-builder-protocol","memory":"{\"id\":\"abp-20251112-0001\",\"type\":\"project\",\"body\":\"Domain purpose: help working creators and solo entrepreneurs turn AI into repeatable revenue systems without coding, agencies, or big budgets.\",\"tags\":[\"lever_09_content_thesis\",\"purpose\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:00Z\",\"updated_at\":\"2025-11-12T15:00:00Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0002\",\"type\":\"project\",\"body\":\"Frozen levers 1-11 are positioning_clarity, topic_selection, audience_definition, search_intent_match, thumbnail_salience, title_competition_gap, thumbnail_title_lift, retention_mechanics, content_thesis, hook_quality, click_chain_fit.\",\"tags\":[\"lever_01_positioning_clarity\",\"lever_02_topic_selection\",\"lever_03_audience_definition\",\"lever_04_search_intent_match\",\"lever_05_thumbnail_salience\",\"lever_06_title_competition_gap\",\"lever_07_thumbnail_title_lift\",\"lever_08_retention_mechanics\",\"lever_09_content_thesis\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:01Z\",\"updated_at\":\"2025-11-12T15:00:01Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0003\",\"type\":\"synthesis\",\"body\":\"DAG critical path is [3 -> 1 -> 9 -> 2 -> 4 -> 6 -> 7 -> 10 -> 8 -> 11] with no cycles detected.\",\"tags\":[\"lever_01_positioning_clarity\",\"lever_03_audience_definition\",\"lever_04_search_intent_match\",\"lever_06_title_competition_gap\",\"lever_07_thumbnail_title_lift\",\"lever_08_retention_mechanics\",\"lever_09_content_thesis\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\",\"path_critical\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:02Z\",\"updated_at\":\"2025-11-12T15:00:02Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0004\",\"type\":\"decision\",\"body\":\"Lever 6 solution pattern chosen is Competitor Delta Matrix for title competition gap.\",\"tags\":[\"decision\",\"lever_06_title_competition_gap\",\"pattern_choice\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:03Z\",\"updated_at\":\"2025-11-12T15:00:03Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0005\",\"type\":\"decision\",\"body\":\"Lever 7 solution pattern chosen is Token Handshake for thumbnail title lift.\",\"tags\":[\"decision\",\"lever_07_thumbnail_title_lift\",\"pattern_choice\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:04Z\",\"updated_at\":\"2025-11-12T15:00:04Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0006\",\"type\":\"decision\",\"body\":\"Lever 8 solution pattern chosen is Receipt-First Ladder for retention mechanics.\",\"tags\":[\"decision\",\"lever_08_retention_mechanics\",\"pattern_choice\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:05Z\",\"updated_at\":\"2025-11-12T15:00:05Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0007\",\"type\":\"decision\",\"body\":\"Lever 9 solution pattern chosen is Thesis Doctrine for content thesis.\",\"tags\":[\"decision\",\"lever_09_content_thesis\",\"pattern_choice\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:06Z\",\"updated_at\":\"2025-11-12T15:00:06Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0008\",\"type\":\"decision\",\"body\":\"Lever 10 solution pattern chosen is Five-Beat Receipt Hook for hook quality.\",\"tags\":[\"decision\",\"lever_10_hook_quality\",\"pattern_choice\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:07Z\",\"updated_at\":\"2025-11-12T15:00:07Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0009\",\"type\":\"decision\",\"body\":\"Lever 11 solution pattern chosen is Intent-Adjacency Chain for click chain fit.\",\"tags\":[\"decision\",\"lever_11_click_chain_fit\",\"pattern_choice\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:08Z\",\"updated_at\":\"2025-11-12T15:00:08Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0010\",\"type\":\"definition\",\"body\":\"baseline_ctr_used is T0 non-subscriber CTR by D7 or else channel CTR 6.35 percent.\",\"tags\":[\"baseline\",\"ctr\",\"definition\",\"lever_04_search_intent_match\",\"lever_06_title_competition_gap\",\"lever_07_thumbnail_title_lift\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\",\"metric\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:09Z\",\"updated_at\":\"2025-11-12T15:00:09Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0011\",\"type\":\"definition\",\"body\":\"primary_source_lock requires at least 70 percent of impressions from the chosen primary source per arm when judging tests.\",\"tags\":[\"definition\",\"guardrail\",\"lever_06_title_competition_gap\",\"lever_07_thumbnail_title_lift\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\",\"metric\",\"source_lock_70\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:10Z\",\"updated_at\":\"2025-11-12T15:00:10Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0012\",\"type\":\"definition\",\"body\":\"APV floor is 30.68 percent for any adopted variant or next step.\",\"tags\":[\"apv\",\"definition\",\"guardrail\",\"lever_07_thumbnail_title_lift\",\"lever_08_retention_mechanics\",\"lever_09_content_thesis\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\",\"metric\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:11Z\",\"updated_at\":\"2025-11-12T15:00:11Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0013\",\"type\":\"constraint\",\"body\":\"Per-arm impression floor for live A B tests is at least 5,000 impressions by 72 hours or extend to D7.\",\"tags\":[\"constraint\",\"lever_06_title_competition_gap\",\"lever_07_thumbnail_title_lift\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\",\"metric\",\"test_floor\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:12Z\",\"updated_at\":\"2025-11-12T15:00:12Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0014\",\"type\":\"definition\",\"body\":\"receipt_latency is the timestamp in seconds of the first on screen proof inside S0 or hook.\",\"tags\":[\"definition\",\"lever_08_retention_mechanics\",\"lever_09_content_thesis\",\"lever_10_hook_quality\",\"metric\",\"receipt\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:13Z\",\"updated_at\":\"2025-11-12T15:00:13Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0015\",\"type\":\"definition\",\"body\":\"receipt_reach is the percentage of viewers who reach the first proof by the latency threshold.\",\"tags\":[\"definition\",\"lever_08_retention_mechanics\",\"lever_10_hook_quality\",\"metric\",\"receipt\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:14Z\",\"updated_at\":\"2025-11-12T15:00:14Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0016\",\"type\":\"constraint\",\"body\":\"Receipt targets are latency less than or equal to 12 seconds and reach greater than or equal to 70 percent by D7.\",\"tags\":[\"constraint\",\"guardrail\",\"lever_08_retention_mechanics\",\"lever_10_hook_quality\",\"metric\",\"receipt\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:15Z\",\"updated_at\":\"2025-11-12T15:00:15Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0017\",\"type\":\"definition\",\"body\":\"synergy_index equals CTR of the pair divided by the maximum of title only CTR and thumbnail only CTR minus one.\",\"tags\":[\"definition\",\"lever_07_thumbnail_title_lift\",\"metric\",\"synergy_index\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:16Z\",\"updated_at\":\"2025-11-12T15:00:16Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0018\",\"type\":\"definition\",\"body\":\"chain_fit_index equals session continuation rate divided by baseline session continuation minus one.\",\"tags\":[\"definition\",\"lever_11_click_chain_fit\",\"metric\",\"session_chain\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:17Z\",\"updated_at\":\"2025-11-12T15:00:17Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0019\",\"type\":\"definition\",\"body\":\"misled_comment_rate is the percentage of comments matching clickbait or misleading or scam or bait and switch or lie regex set per total comments.\",\"tags\":[\"definition\",\"guardrail\",\"lever_06_title_competition_gap\",\"lever_07_thumbnail_title_lift\",\"lever_10_hook_quality\",\"metric\",\"trust\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:18Z\",\"updated_at\":\"2025-11-12T15:00:18Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0020\",\"type\":\"definition\",\"body\":\"Lmin_200 legibility is the minimum on image text legibility threshold at a 200 pixel render size.\",\"tags\":[\"definition\",\"lever_05_thumbnail_salience\",\"lever_07_thumbnail_title_lift\",\"metric\",\"visual_legibility\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:19Z\",\"updated_at\":\"2025-11-12T15:00:19Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0021\",\"type\":\"constraint\",\"body\":\"Title caps require length less than or equal to 60 characters and head term within the first 6 words.\",\"tags\":[\"constraint\",\"lever_04_search_intent_match\",\"lever_06_title_competition_gap\",\"lever_07_thumbnail_title_lift\",\"lever_09_content_thesis\",\"metric\",\"title_caps\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:20Z\",\"updated_at\":\"2025-11-12T15:00:20Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0022\",\"type\":\"constraint\",\"body\":\"Token budget is at most three on image tokens with no vendor nouns.\",\"tags\":[\"constraint\",\"lever_05_thumbnail_salience\",\"lever_07_thumbnail_title_lift\",\"metric\",\"token_budget\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:21Z\",\"updated_at\":\"2025-11-12T15:00:21Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0023\",\"type\":\"constraint\",\"body\":\"Token duplication ceiling is less than or equal to 20 percent duplication between title and on image tokens.\",\"tags\":[\"constraint\",\"lever_07_thumbnail_title_lift\",\"metric\",\"token_duplication\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:22Z\",\"updated_at\":\"2025-11-12T15:00:22Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0024\",\"type\":\"constraint\",\"body\":\"Hook blueprint uses five beats in 15 to 20 seconds with a hard cap of 25 seconds.\",\"tags\":[\"constraint\",\"lever_10_hook_quality\",\"metric\",\"hook_blueprint\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:23Z\",\"updated_at\":\"2025-11-12T15:00:23Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0025\",\"type\":\"constraint\",\"body\":\"No verbatim reuse of the largest on image token is allowed in the first clause of bridges or hooks.\",\"tags\":[\"constraint\",\"lever_07_thumbnail_title_lift\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\",\"rule_language\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:24Z\",\"updated_at\":\"2025-11-12T15:00:24Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0026\",\"type\":\"constraint\",\"body\":\"Edit parity requires silence gaps less than or equal to 400 ms and caption x height at least 14 px at 1080p with at most 42 characters per line for numeric claims in hooks and bridges.\",\"tags\":[\"constraint\",\"edit_parity\",\"lever_08_retention_mechanics\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:25Z\",\"updated_at\":\"2025-11-12T15:00:25Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0027\",\"type\":\"constraint\",\"body\":\"End screens must be one up and held on screen for at least 12 seconds with a T minus 15 seconds lower third preview.\",\"tags\":[\"constraint\",\"end_screen\",\"lever_11_click_chain_fit\",\"placement_rule\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:26Z\",\"updated_at\":\"2025-11-12T15:00:26Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0028\",\"type\":\"constraint\",\"body\":\"End screen judging floors require elements shown at least 500 by D14 and D7 triage at 250 elements shown with a plus 20 percent threshold.\",\"tags\":[\"constraint\",\"end_screen\",\"lever_11_click_chain_fit\",\"metric_floor\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:27Z\",\"updated_at\":\"2025-11-12T15:00:27Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0029\",\"type\":\"commitment\",\"body\":\"During chain tests we freeze title thumbnail and hook and require source lock at or above 70 percent per arm.\",\"tags\":[\"commitment\",\"lever_11_click_chain_fit\",\"source_lock_70\",\"test_freeze\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:28Z\",\"updated_at\":\"2025-11-12T15:00:28Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0030\",\"type\":\"commitment\",\"body\":\"Cards are disabled during chain tests to isolate end screen and pinned or description effects.\",\"tags\":[\"commitment\",\"lever_11_click_chain_fit\",\"placement_rule\",\"test_isolation\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:29Z\",\"updated_at\":\"2025-11-12T15:00:29Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0031\",\"type\":\"commitment\",\"body\":\"We cap live tests to a maximum of two per video for pairs hooks or chain tests.\",\"tags\":[\"commitment\",\"cap_tests\",\"lever_07_thumbnail_title_lift\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:30Z\",\"updated_at\":\"2025-11-12T15:00:30Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0032\",\"type\":\"synthesis\",\"body\":\"Inter lever contracts include baseline_ctr_used binding, source lock at 70 percent, APV floor at 30.68 percent, title caps, Lmin_200 legibility, token budget, first 40 rule, and handshake parity.\",\"tags\":[\"contracts\",\"lever_04_search_intent_match\",\"lever_05_thumbnail_salience\",\"lever_06_title_competition_gap\",\"lever_07_thumbnail_title_lift\",\"lever_08_retention_mechanics\",\"lever_09_content_thesis\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\",\"synthesis\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:31Z\",\"updated_at\":\"2025-11-12T15:00:31Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0033\",\"type\":\"resource\",\"body\":\"Title Bank stores variants winners losers metadata and baseline bindings for titles.\",\"tags\":[\"asset\",\"lever_06_title_competition_gap\",\"resource\",\"title_bank\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:32Z\",\"updated_at\":\"2025-11-12T15:00:32Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0034\",\"type\":\"resource\",\"body\":\"Angle Matrix captures underused and overused primitives crossed with audience hotspots for angle synthesis.\",\"tags\":[\"angle_matrix\",\"asset\",\"lever_06_title_competition_gap\",\"resource\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:33Z\",\"updated_at\":\"2025-11-12T15:00:33Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0035\",\"type\":\"resource\",\"body\":\"Proof Anchor Library keeps reusable credibility anchors such as artifacts data and named methods.\",\"tags\":[\"asset\",\"lever_06_title_competition_gap\",\"lever_09_content_thesis\",\"resource\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:34Z\",\"updated_at\":\"2025-11-12T15:00:34Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0036\",\"type\":\"resource\",\"body\":\"Guardrail Monitor tracks APV AVD first 30s and misled and dislike thresholds for live tests.\",\"tags\":[\"asset\",\"guardrail\",\"lever_07_thumbnail_title_lift\",\"lever_08_retention_mechanics\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\",\"resource\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:35Z\",\"updated_at\":\"2025-11-12T15:00:35Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0037\",\"type\":\"resource\",\"body\":\"Pair Test Log records synergy index sources impressions and outcomes for coordinated pairs.\",\"tags\":[\"asset\",\"lever_07_thumbnail_title_lift\",\"resource\",\"testing_log\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:36Z\",\"updated_at\":\"2025-11-12T15:00:36Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0038\",\"type\":\"resource\",\"body\":\"Hook Test Log records receipt latency reach hook hold 10s first 30s APV and baseline bindings.\",\"tags\":[\"asset\",\"lever_10_hook_quality\",\"resource\",\"testing_log\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:37Z\",\"updated_at\":\"2025-11-12T15:00:37Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0039\",\"type\":\"resource\",\"body\":\"Chain Test Log tracks end screen elements shown end screen CTR session continuation chain fit and downstream APV on next.\",\"tags\":[\"asset\",\"lever_11_click_chain_fit\",\"resource\",\"testing_log\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:38Z\",\"updated_at\":\"2025-11-12T15:00:38Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0040\",\"type\":\"resource\",\"body\":\"Thesis Doctrine v1 is the canonical statement of persona outcome and constraint with pillars and assertions.\",\"tags\":[\"asset\",\"lever_09_content_thesis\",\"resource\",\"thesis_doctrine\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:39Z\",\"updated_at\":\"2025-11-12T15:00:39Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0041\",\"type\":\"resource\",\"body\":\"Topic Fit Grid is the go or no go scoring sheet requiring a score of at least eight of ten and a pillar available.\",\"tags\":[\"asset\",\"lever_09_content_thesis\",\"resource\",\"topic_gate\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:40Z\",\"updated_at\":\"2025-11-12T15:00:40Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0042\",\"type\":\"resource\",\"body\":\"Answer line Register stores standardized answer lines aligned to thesis and search caps for packaging.\",\"tags\":[\"answer_line\",\"asset\",\"lever_04_search_intent_match\",\"lever_09_content_thesis\",\"resource\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:41Z\",\"updated_at\":\"2025-11-12T15:00:41Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0043\",\"type\":\"resource\",\"body\":\"End Screen Template one up with a twelve second hold is the standard end screen layout for chain tests.\",\"tags\":[\"asset\",\"end_screen\",\"lever_11_click_chain_fit\",\"resource\",\"template\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:42Z\",\"updated_at\":\"2025-11-12T15:00:42Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0044\",\"type\":\"resource\",\"body\":\"UTM macro set distinguishes end screen pinned and description placements for attribution hygiene.\",\"tags\":[\"asset\",\"lever_11_click_chain_fit\",\"resource\",\"utm_macro\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:43Z\",\"updated_at\":\"2025-11-12T15:00:43Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0045\",\"type\":\"resource\",\"body\":\"Token Library maintains approved nouns and verbs up to fifty items with no vendor nouns.\",\"tags\":[\"asset\",\"lever_07_thumbnail_title_lift\",\"resource\",\"token_library\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:44Z\",\"updated_at\":\"2025-11-12T15:00:44Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0046\",\"type\":\"resource\",\"body\":\"Primitive Rubric standardizes parsing titles into primitives including magnitude novelty specificity constraint removal risk removal time compression social proof contrast and method.\",\"tags\":[\"asset\",\"lever_06_title_competition_gap\",\"resource\",\"rubric_primitives\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:45Z\",\"updated_at\":\"2025-11-12T15:00:45Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0047\",\"type\":\"resource\",\"body\":\"Competitor Scan Sheet stores at least thirty parsed titles with dates surfaces and primitive tallies under a six month recency fence.\",\"tags\":[\"asset\",\"lever_06_title_competition_gap\",\"resource\",\"scan_sheet\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:46Z\",\"updated_at\":\"2025-11-12T15:00:46Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0048\",\"type\":\"resource\",\"body\":\"Visual Recipe Set provides legible thumbnail composition templates validated at 200 pixel renders.\",\"tags\":[\"asset\",\"lever_05_thumbnail_salience\",\"lever_07_thumbnail_title_lift\",\"resource\",\"visual_recipe\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:47Z\",\"updated_at\":\"2025-11-12T15:00:47Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0049\",\"type\":\"resource\",\"body\":\"Retention Diagnosis Sheet captures first 30s relative t at 50 percent seam drop index and burst recovery with screenshots.\",\"tags\":[\"asset\",\"lever_08_retention_mechanics\",\"resource\",\"retention_diagnosis\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:48Z\",\"updated_at\":\"2025-11-12T15:00:48Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0050\",\"type\":\"resource\",\"body\":\"Segment Map defines S0 receipt S1 frame S2 to S4 build and S5 payoff with timestamps and bridges.\",\"tags\":[\"asset\",\"lever_08_retention_mechanics\",\"resource\",\"segment_map\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:49Z\",\"updated_at\":\"2025-11-12T15:00:49Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0051\",\"type\":\"resource\",\"body\":\"Edit Rules Card lists cuts per minute range caption limits silence cap and kinetic emphasis limits for pacing.\",\"tags\":[\"asset\",\"edit_parity\",\"lever_08_retention_mechanics\",\"resource\",\"sop_card\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:50Z\",\"updated_at\":\"2025-11-12T15:00:50Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0052\",\"type\":\"resource\",\"body\":\"Curve Overlay Template aligns retention curves with beats and chapters for diagnosis snapshots.\",\"tags\":[\"asset\",\"lever_08_retention_mechanics\",\"resource\",\"visual_overlay\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:51Z\",\"updated_at\":\"2025-11-12T15:00:51Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0053\",\"type\":\"resource\",\"body\":\"Session Continuation Dashboard visualizes last 30 seconds exits post end continuation and surface attribution.\",\"tags\":[\"asset\",\"lever_11_click_chain_fit\",\"resource\",\"session_dashboard\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:52Z\",\"updated_at\":\"2025-11-12T15:00:52Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0054\",\"type\":\"commitment\",\"body\":\"We will use a single one up end screen element and mirror the same Next in pinned and top description for chain tests.\",\"tags\":[\"commitment\",\"end_screen\",\"lever_11_click_chain_fit\",\"placement_rule\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:53Z\",\"updated_at\":\"2025-11-12T15:00:53Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0055\",\"type\":\"constraint\",\"body\":\"Pre pick quality requires the candidate Next to have receipt first S0 and APV at least 30.68 percent or a companion cut built to that spec.\",\"tags\":[\"constraint\",\"lever_11_click_chain_fit\",\"quality_gate\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:54Z\",\"updated_at\":\"2025-11-12T15:00:54Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0056\",\"type\":\"synthesis\",\"body\":\"Thesis Doctrine POC is persona outcome and constraint with assertions to favor systems over tools receipt first proof and monetization linkage.\",\"tags\":[\"lever_09_content_thesis\",\"synthesis\",\"thesis_doctrine\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:55Z\",\"updated_at\":\"2025-11-12T15:00:55Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0057\",\"type\":\"constraint\",\"body\":\"Variant adoption requires posterior win probability at least 0.60 or at least 0.65 when uplift is below the target threshold.\",\"tags\":[\"constraint\",\"lever_06_title_competition_gap\",\"lever_07_thumbnail_title_lift\",\"lever_10_hook_quality\",\"metric\",\"posterior_rule\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:56Z\",\"updated_at\":\"2025-11-12T15:00:56Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0058\",\"type\":\"constraint\",\"body\":\"CTR guard requires drop less than or equal to 5 percent versus baseline_ctr_used when adopting any variant or chain pattern.\",\"tags\":[\"constraint\",\"guardrail\",\"lever_06_title_competition_gap\",\"lever_07_thumbnail_title_lift\",\"lever_10_hook_quality\",\"lever_11_click_chain_fit\",\"metric\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:57Z\",\"updated_at\":\"2025-11-12T15:00:57Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0059\",\"type\":\"constraint\",\"body\":\"Dislike rate must be less than or equal to 1.5 times baseline and misled comment rate must be less than or equal to 1.2 times baseline.\",\"tags\":[\"constraint\",\"guardrail\",\"lever_06_title_competition_gap\",\"lever_07_thumbnail_title_lift\",\"lever_10_hook_quality\",\"metric\",\"trust\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:58Z\",\"updated_at\":\"2025-11-12T15:00:58Z\",\"supersedes\":null} {\"id\":\"abp-20251112-0060\",\"type\":\"commitment\",\"body\":\"We will archive winning chain adjacency patterns by topic family and adjacency type in the Chain Patterns Library.\",\"tags\":[\"commitment\",\"lever_11_click_chain_fit\",\"resource\",\"patterns_library\"],\"source\":\"AgentBuilder-ABP v12 run 2025-11-12\",\"created_at\":\"2025-11-12T15:00:59Z\",\"updated_at\":\"2025-11-12T15:00:59Z\",\"supersedes\":null}","submittedAt":"2025-11-13T03:37:26.113Z","formMode":"production"}