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agent_architecture.html

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  1. <!DOCTYPE html>
    2. 

  2. <html lang="zh-CN">
    3. 

  3. <head>
    4. 

  4. <meta charset="UTF-8">
    5. 

  5. <meta name="viewport" content="width=device-width, initial-scale=1.0">
    6. 

  6. <title>腾讯广告自动化投放 Agent 系统 — 技术架构图</title>
    7. 

  7. <style>
    8. 

  8.   @import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&family=JetBrains+Mono:wght@400;500;600&family=Noto+Sans+SC:wght@300;400;500;600;700&display=swap');
    9. 

  9. 

  10.   :root {
    11. 

  11.     --bg: #0f1723;
    12. 

  12.     --bg2: #162030;
    13. 

  13.     --bg3: #1a2840;
    14. 

  14.     --card: #19273a;
    15. 

  15.     --card-hover: #1e2f48;
    16. 

  16.     --border: #2d4060;
    17. 

  17.     --border-light: #3a5575;
    18. 

  18.     --text: #e6ebf0;
    19. 

  19.     --text-dim: #9aa8ba;
    20. 

  20.     --text-muted: #6b7d94;
    21. 

  21.     --amber: #e0ac44;
    22. 

  22.     --amber-dim: #b48c37;
    23. 

  23.     --amber-bg: rgba(224,172,68,0.08);
    24. 

  24.     --green: #5cb278;
    25. 

  25.     --green-dim: #3d8050;
    26. 

  26.     --green-bg: rgba(92,178,120,0.1);
    27. 

  27.     --yellow: #dac34e;
    28. 

  28.     --yellow-dim: #a89430;
    29. 

  29.     --yellow-bg: rgba(218,195,78,0.1);
    30. 

  30.     --red: #c65852;
    31. 

  31.     --red-dim: #943e3a;
    32. 

  32.     --red-bg: rgba(198,88,82,0.1);
    33. 

  33.     --blue: #5a8ec8;
    34. 

  34.     --blue-dim: #406a96;
    35. 

  35.     --blue-bg: rgba(90,142,200,0.08);
    36. 

  36.     --cyan: #4db8a4;
    37. 

  37.     --cyan-dim: #367f72;
    38. 

  38.     --cyan-bg: rgba(77,184,164,0.08);
    39. 

  39.     --purple: #9b7ec8;
    40. 

  40.     --purple-dim: #7a5fa8;
    41. 

  41.     --purple-bg: rgba(155,126,200,0.08);
    42. 

  42.     --flow-data: #64a0dc;
    43. 

  43.     --flow-exec: #50b482;
    44. 

  44.     --flow-alert: #c86458;
    45. 

  45.     --flow-knowledge: #9b7ec8;
    46. 

  46.     --slate: #5677a4;
    47. 

  47.     --slate-light: #7c9bc3;
    48. 

  48.   }
    49. 

  49. 

  50.   * { margin: 0; padding: 0; box-sizing: border-box; }
    51. 

  51. 

  52.   body {
    53. 

  53.     background: var(--bg);
    54. 

  54.     color: var(--text);
    55. 

  55.     font-family: 'Noto Sans SC', 'Inter', sans-serif;
    56. 

  56.     min-height: 100vh;
    57. 

  57.     overflow-x: auto;
    58. 

  58.   }
    59. 

  59. 

  60.   .container {
    61. 

  61.     width: 2400px;
    62. 

  62.     min-height: 2000px;
    63. 

  63.     margin: 0 auto;
    64. 

  64.     padding: 0;
    65. 

  65.     position: relative;
    66. 

  66.   }
    67. 

  67. 

  68.   /* ─── Grid Background ─── */
    69. 

  69.   .grid-bg {
    70. 

  70.     position: absolute;
    71. 

  71.     inset: 0;
    72. 

  72.     background-image:
    73. 

  73.       linear-gradient(rgba(35,50,72,0.3) 1px, transparent 1px),
    74. 

  74.       linear-gradient(90deg, rgba(35,50,72,0.3) 1px, transparent 1px),
    75. 

  75.       linear-gradient(rgba(45,60,85,0.15) 1px, transparent 1px),
    76. 

  76.       linear-gradient(90deg, rgba(45,60,85,0.15) 1px, transparent 1px);
    77. 

  77.     background-size: 200px 200px, 200px 200px, 40px 40px, 40px 40px;
    78. 

  78.     pointer-events: none;
    79. 

  79.     z-index: 0;
    80. 

  80.   }
    81. 

  81. 

  82.   /* ─── Title Bar ─── */
    83. 

  83.   .title-bar {
    84. 

  84.     position: relative;
    85. 

  85.     z-index: 2;
    86. 

  86.     height: 68px;
    87. 

  87.     background: linear-gradient(180deg, #121c2a 0%, #152238 100%);
    88. 

  88.     border-bottom: 2px solid var(--slate);
    89. 

  89.     display: flex;
    90. 

  90.     align-items: center;
    91. 

  91.     justify-content: space-between;
    92. 

  92.     padding: 0 36px;
    93. 

  93.   }
    94. 

  94.   .title-bar h1 { font-size: 28px; font-weight: 600; color: var(--text); letter-spacing: 1px; }
    95. 

  95.   .title-bar .subtitle { font-family: 'Inter', sans-serif; font-size: 18px; font-weight: 500; color: var(--slate-light); margin-left: 20px; letter-spacing: 2px; text-transform: uppercase; }
    96. 

  96.   .title-right { text-align: right; }
    97. 

  97.   .title-right .fw-name { font-family: 'Inter', sans-serif; font-size: 14px; font-weight: 600; color: var(--amber-dim); }
    98. 

  98.   .title-right .version { font-family: 'Inter', sans-serif; font-size: 11px; color: var(--text-dim); margin-top: 2px; }
    99. 

  99. 

  100.   /* ─── Content Area ─── */
    101. 

  101.   .content { position: relative; z-index: 1; padding: 24px 30px 30px; }
    102. 

  102. 

  103.   /* ─── Legend ─── */
    104. 

  104.   .legend {
    105. 

  105.     position: absolute; top: 80px; right: 36px; z-index: 10;
    106. 

  106.     background: rgba(20,30,48,0.95); border: 1px solid var(--border); border-radius: 8px;
    107. 

  107.     padding: 12px 18px; min-width: 420px; backdrop-filter: blur(8px);
    108. 

  108.   }
    109. 

  109.   .legend-title { font-size: 12px; color: var(--text-dim); margin-bottom: 8px; font-weight: 500; }
    110. 

  110.   .legend-row { display: flex; gap: 20px; margin-bottom: 4px; }
    111. 

  111.   .legend-item { display: flex; align-items: center; gap: 8px; font-size: 11px; color: var(--text-dim); }
    112. 

  112.   .legend-line { width: 28px; height: 2px; flex-shrink: 0; border-radius: 1px; }
    113. 

  113.   .legend-line-dash { width: 28px; height: 0; flex-shrink: 0; border-top: 2px dashed; }
    114. 

  114. 

  115.   /* ─── Section Headers ─── */
    116. 

  116.   .section-label {
    117. 

  117.     font-size: 11px; font-weight: 600; color: var(--text-muted); text-transform: uppercase;
    118. 

  118.     letter-spacing: 3px; margin-bottom: 12px; font-family: 'Inter', sans-serif;
    119. 

  119.     display: flex; align-items: center; gap: 8px;
    120. 

  120.   }
    121. 

  121.   .section-label::after { content: ''; flex: 1; height: 1px; background: var(--border); }
    122. 

  122. 

  123.   .layer-tag {
    124. 

  124.     display: inline-block; font-size: 10px; font-weight: 600; font-family: 'Inter', sans-serif;
    125. 

  125.     letter-spacing: 1.5px; text-transform: uppercase; padding: 3px 10px; border-radius: 3px; margin-right: 8px;
    126. 

  126.   }
    127. 

  127. 

  128.   /* ─── User Input ─── */
    129. 

  129.   .user-input {
    130. 

  130.     display: inline-flex; align-items: center; gap: 12px; background: var(--card);
    131. 

  131.     border: 2px solid var(--amber); border-radius: 10px; padding: 10px 20px; margin-bottom: 16px;
    132. 

  132.   }
    133. 

  133.   .user-input .icon { width: 32px; height: 32px; background: var(--amber-bg); border: 1px solid var(--amber-dim); border-radius: 8px; display: flex; align-items: center; justify-content: center; font-size: 16px; }
    134. 

  134.   .user-input .label { font-size: 16px; font-weight: 600; color: var(--amber); }
    135. 

  135.   .user-input .example { font-family: 'JetBrains Mono', monospace; font-size: 12px; color: var(--text-dim); background: rgba(224,172,68,0.06); padding: 3px 8px; border-radius: 4px; }
    136. 

  136. 

  137.   .confirm-badge { display: inline-flex; align-items: center; gap: 6px; background: var(--green-bg); border: 1px solid var(--green-dim); border-radius: 6px; padding: 6px 14px; font-size: 13px; color: var(--green); margin-left: 12px; }
    138. 

  138. 

  139.   /* ─── Main Agent ─── */
    140. 

  140.   .main-agent-row { display: flex; align-items: flex-start; gap: 20px; margin-bottom: 20px; }
    141. 

  141.   .main-agent {
    142. 

  142.     flex: 1; max-width: 580px;
    143. 

  143.     background: linear-gradient(135deg, rgba(35,52,75,0.9), rgba(25,39,58,0.95));
    144. 

  144.     border: 2px solid var(--amber); border-radius: 12px; padding: 16px 22px; position: relative;
    145. 

  145.   }
    146. 

  146.   .main-agent::before { content: ''; position: absolute; top: -1px; left: 20px; right: 20px; height: 3px; background: linear-gradient(90deg, transparent, var(--amber), transparent); border-radius: 0 0 4px 4px; }
    147. 

  147.   .main-agent .agent-header { display: flex; align-items: center; gap: 10px; margin-bottom: 8px; }
    148. 

  148.   .main-agent .agent-name { font-size: 18px; font-weight: 700; color: var(--amber); }
    149. 

  149.   .main-agent .agent-cn { font-size: 15px; font-weight: 500; color: var(--text); }
    150. 

  150.   .main-agent .agent-desc { font-size: 12px; color: var(--text-dim); margin-bottom: 6px; }
    151. 

  151.   .main-agent .agent-meta { font-family: 'JetBrains Mono', monospace; font-size: 11px; color: var(--slate-light); }
    152. 

  152. 

  153.   /* ─── Workflow Badges ─── */
    154. 

  154.   .wf-badge { display: flex; align-items: center; gap: 6px; padding: 8px 16px; border-radius: 8px; font-size: 13px; font-weight: 500; border: 1px solid; }
    155. 

  155.   .wf-analysis { background: rgba(92,178,120,0.06); border-color: var(--green-dim); color: var(--green); }
    156. 

  156.   .wf-execution { background: rgba(200,100,90,0.06); border-color: var(--red-dim); color: #d08060; }
    157. 

  157.   .wf-badge .temp { font-family: 'JetBrains Mono', monospace; font-size: 11px; color: var(--text-muted); margin-left: 4px; }
    158. 

  158. 

  159.   /* ─── Agent Cards ─── */
    160. 

  160.   .agents-grid { display: grid; grid-template-columns: repeat(5, 1fr); gap: 14px; margin-bottom: 20px; }
    161. 

  161.   .agents-grid-row2 { display: grid; grid-template-columns: 1fr 1fr; gap: 14px; margin-bottom: 20px; max-width: 940px; }
    162. 

  162. 

  163.   .agent-card {
    164. 

  164.     background: var(--card); border-radius: 10px; border: 1.5px solid var(--border-light); overflow: hidden;
    165. 

  165.   }
    166. 

  166.   .agent-card .card-header { padding: 10px 14px; display: flex; align-items: center; gap: 8px; background: rgba(90,142,200,0.06); }
    167. 

  167.   .card-icon { font-size: 16px; flex-shrink: 0; }
    168. 

  168.   .card-name { font-family: 'Inter', sans-serif; font-size: 13px; font-weight: 600; color: var(--text); }
    169. 

  169.   .card-cn { font-size: 11px; font-weight: 500; margin-left: auto; color: var(--slate-light); }
    170. 

  170.   .card-body { padding: 10px 14px 12px; }
    171. 

  171.   .card-scope { font-size: 11px; color: var(--text); font-weight: 500; margin-bottom: 6px; line-height: 1.5; }
    172. 

  172.   .card-divider { height: 1px; background: var(--border); margin: 6px 0; }
    173. 

  173.   .card-section-title { font-family: 'Inter', sans-serif; font-size: 10px; font-weight: 600; color: var(--slate-light); text-transform: uppercase; letter-spacing: 1px; margin-bottom: 4px; }
    174. 

  174. 

  175.   .dep-tags { display: flex; flex-wrap: wrap; gap: 4px; margin-bottom: 6px; }
    176. 

  176.   .dep-tag { font-size: 10px; padding: 2px 7px; border-radius: 3px; }
    177. 

  177.   .dep-tag.skill { font-family: 'JetBrains Mono', monospace; background: rgba(155,126,200,0.1); border: 1px solid rgba(155,126,200,0.2); color: var(--purple); }
    178. 

  178.   .dep-tag.tool { font-family: 'JetBrains Mono', monospace; background: rgba(77,184,164,0.1); border: 1px solid rgba(77,184,164,0.2); color: var(--cyan); }
    179. 

  179.   .dep-tag.data { font-family: 'JetBrains Mono', monospace; background: rgba(100,160,220,0.1); border: 1px solid rgba(100,160,220,0.2); color: var(--flow-data); }
    180. 

  180. 

  181.   .card-details { list-style: none; font-size: 11px; color: var(--text-dim); line-height: 1.7; }
    182. 

  182.   .card-details li::before { content: '·'; margin-right: 6px; color: var(--text-muted); }
    183. 

  183. 

  184.   .card-output { margin-top: 6px; font-size: 10px; color: var(--green); font-weight: 500; display: flex; align-items: center; gap: 4px; }
    185. 

  185.   .card-output::before { content: '→'; color: var(--flow-exec); }
    186. 

  186. 

  187.   /* ─── Two-column layout ─── */
    188. 

  188.   .dual-section { display: grid; grid-template-columns: 1fr 1fr; gap: 16px; margin-top: 14px; }
    189. 

  189.   .triple-section { display: grid; grid-template-columns: 1fr 1fr 1fr; gap: 16px; margin-top: 14px; }
    190. 

  190. 

  191.   /* ─── Tool Layer Panel ─── */
    192. 

  192.   .tool-panel {
    193. 

  193.     background: var(--card); border: 1px solid var(--cyan-dim); border-radius: 10px; padding: 14px 18px;
    194. 

  194.   }
    195. 

  195.   .tool-panel-title { font-size: 14px; font-weight: 600; color: var(--cyan); margin-bottom: 10px; display: flex; align-items: center; gap: 8px; }
    196. 

  196.   .tool-group { margin-bottom: 10px; }
    197. 

  197.   .tool-group-title { font-size: 10px; font-weight: 600; color: var(--cyan-dim); text-transform: uppercase; letter-spacing: 1.5px; margin-bottom: 4px; padding-bottom: 2px; border-bottom: 1px solid rgba(77,184,164,0.15); }
    198. 

  198.   .tool-item { font-size: 11px; color: var(--text-dim); padding: 2px 0; display: flex; gap: 8px; align-items: baseline; }
    199. 

  199.   .tool-item .fn { font-family: 'JetBrains Mono', monospace; font-size: 11px; color: var(--text); min-width: 200px; }
    200. 

  200.   .tool-item .td { color: var(--text-muted); font-size: 10px; }
    201. 

  201. 

  202.   /* ─── Data Layer Panel ─── */
    203. 

  203.   .data-panel {
    204. 

  204.     background: var(--card); border: 1px solid var(--blue-dim); border-radius: 10px; padding: 14px 18px;
    205. 

  205.   }
    206. 

  206.   .data-panel-title { font-size: 14px; font-weight: 600; color: var(--flow-data); margin-bottom: 10px; display: flex; align-items: center; gap: 8px; }
    207. 

  207.   .data-group { margin-bottom: 10px; }
    208. 

  208.   .data-group-title { font-size: 10px; font-weight: 600; color: var(--blue-dim); text-transform: uppercase; letter-spacing: 1.5px; margin-bottom: 4px; padding-bottom: 2px; border-bottom: 1px solid rgba(90,142,200,0.15); }
    209. 

  209.   .data-item { font-family: 'JetBrains Mono', monospace; font-size: 11px; color: var(--text-dim); padding: 2px 0; display: flex; gap: 8px; }
    210. 

  210.   .data-item .prefix { color: var(--text-muted); flex-shrink: 0; }
    211. 

  211.   .data-item .desc { color: var(--slate-light); margin-left: auto; font-family: 'Noto Sans SC', sans-serif; font-size: 11px; }
    212. 

  212. 

  213.   /* ─── Knowledge/Skill Layer Panel ─── */
    214. 

  214.   .knowledge-panel {
    215. 

  215.     background: var(--card); border: 1px solid var(--purple-dim); border-radius: 10px; padding: 14px 18px;
    216. 

  216.   }
    217. 

  217.   .knowledge-panel-title { font-size: 14px; font-weight: 600; color: var(--purple); margin-bottom: 10px; display: flex; align-items: center; gap: 8px; }
    218. 

  218.   .knowledge-group { margin-bottom: 10px; }
    219. 

  219.   .knowledge-group-title { font-size: 10px; font-weight: 600; color: var(--purple-dim); text-transform: uppercase; letter-spacing: 1.5px; margin-bottom: 4px; padding-bottom: 2px; border-bottom: 1px solid rgba(155,126,200,0.15); }
    220. 

  220.   .knowledge-item { font-size: 11px; color: var(--text-dim); padding: 3px 0; display: flex; gap: 8px; align-items: baseline; }
    221. 

  221.   .knowledge-item .kn { font-family: 'JetBrains Mono', monospace; font-size: 11px; color: var(--purple); min-width: 180px; }
    222. 

  222.   .knowledge-item .kd { color: var(--text-muted); font-size: 10px; }
    223. 

  223.   .knowledge-item .ka { font-size: 10px; color: var(--slate-light); margin-left: auto; }
    224. 

  224. 

  225.   /* ─── Rules Panel ─── */
    226. 

  226.   .rules-panel { background: var(--card); border: 1px solid var(--border); border-radius: 10px; padding: 14px 18px; }
    227. 

  227.   .rules-title { font-size: 14px; font-weight: 600; color: var(--amber); margin-bottom: 10px; }
    228. 

  228.   .rule-group-title { font-size: 11px; font-weight: 600; color: var(--amber-dim); margin: 8px 0 4px; padding-bottom: 2px; border-bottom: 1px solid rgba(180,140,55,0.15); }
    229. 

  229.   .rule-item { font-size: 11px; color: var(--text-dim); padding: 2px 0; line-height: 1.5; }
    230. 

  230. 

  231.   /* ─── Data Flows ─── */
    232. 

  232.   .flows-panel { background: var(--card); border: 1px solid var(--border); border-radius: 10px; padding: 14px 18px; }
    233. 

  233.   .flow-item { display: flex; align-items: center; gap: 8px; font-size: 12px; padding: 4px 0; }
    234. 

  234.   .flow-num { font-weight: 600; font-size: 13px; width: 24px; text-align: center; }
    235. 

  235.   .flow-label { font-weight: 600; min-width: 110px; }
    236. 

  236.   .flow-desc { color: var(--text-dim); font-size: 11px; }
    237. 

  237. 

  238.   /* ─── Framework Bar ─── */
    239. 

  239.   .framework-bar {
    240. 

  240.     margin-top: 16px;
    241. 

  241.     background: linear-gradient(180deg, rgba(18,26,40,0.95), rgba(15,23,35,0.98));
    242. 

  242.     border: 1px solid var(--slate); border-radius: 10px; padding: 14px 24px;
    243. 

  243.   }
    244. 

  244.   .fw-header { display: flex; align-items: center; justify-content: space-between; margin-bottom: 10px; }
    245. 

  245.   .fw-title { font-size: 16px; font-weight: 600; color: var(--slate-light); }
    246. 

  246.   .fw-modules { display: grid; grid-template-columns: repeat(6, 1fr); gap: 14px; }
    247. 

  247.   .fw-module { padding: 8px 12px; background: rgba(30,45,65,0.5); border: 1px solid var(--border); border-radius: 6px; }
    248. 

  248.   .fw-module-name { font-family: 'Inter', sans-serif; font-size: 13px; font-weight: 600; color: var(--amber); margin-bottom: 2px; }
    249. 

  249.   .fw-module-desc { font-size: 11px; color: var(--text-dim); }
    250. 

  250. 

  251.   /* ─── Relationship arrows ─── */
    252. 

  252.   .agent-relationships { margin: 10px 0; display: flex; flex-wrap: wrap; gap: 8px; align-items: center; justify-content: center; }
    253. 

  253.   .rel-arrow { display: inline-flex; align-items: center; gap: 4px; font-size: 11px; padding: 4px 10px; border-radius: 4px; background: rgba(30,42,58,0.8); border: 1px solid var(--border); }
    254. 

  254.   .rel-arrow .from, .rel-arrow .to { font-weight: 600; font-family: 'Inter', sans-serif; font-size: 10px; }
    255. 

  255.   .rel-arrow .arrow-sym { color: var(--text-muted); font-size: 12px; }
    256. 

  256.   .rel-arrow.data-flow { border-color: rgba(100,160,220,0.3); }
    257. 

  257.   .rel-arrow.data-flow .arrow-sym { color: var(--flow-data); }
    258. 

  258.   .rel-arrow.exec-flow { border-color: rgba(80,180,130,0.3); }
    259. 

  259.   .rel-arrow.exec-flow .arrow-sym { color: var(--flow-exec); }
    260. 

  260.   .rel-arrow.alert-flow { border-color: rgba(200,100,88,0.3); }
    261. 

  261.   .rel-arrow.alert-flow .arrow-sym { color: var(--flow-alert); }
    262. 

  262.   .rel-arrow.knowledge-flow { border-color: rgba(155,126,200,0.3); }
    263. 

  263.   .rel-arrow.knowledge-flow .arrow-sym { color: var(--flow-knowledge); }
    264. 

  264.   .rel-arrow.match-flow { border-color: rgba(218,195,78,0.3); }
    265. 

  265.   .rel-arrow.match-flow .arrow-sym { color: var(--yellow); }
    266. 

  266. 

  267.   /* ─── Border ─── */
    268. 

  268.   .container::after { content: ''; position: absolute; inset: 0; border: 2px solid var(--slate); pointer-events: none; z-index: 100; }
    269. 

  269. 

  270.   /* ─── Agent-to-layer connector labels ─── */
    271. 

  271.   .connector-row {
    272. 

  272.     display: flex; gap: 10px; align-items: center; justify-content: center;
    273. 

  273.     margin: 8px 0; padding: 4px 0;
    274. 

  274.   }
    275. 

  275.   .connector-label {
    276. 

  276.     font-size: 10px; font-weight: 500; padding: 2px 10px; border-radius: 10px;
    277. 

  277.   }
    278. 

  278.   .connector-down { color: var(--text-muted); font-size: 16px; }
    279. 

  279. </style>
    280. 

  280. </head>
    281. 

  281. <body>
    282. 

  282. <div class="container">
    283. 

  283.   <div class="grid-bg"></div>
    284. 

  284. 

  285.   <!-- ═══ TITLE BAR ═══ -->
    286. 

  286.   <div class="title-bar">
    287. 

  287.     <div style="display:flex;align-items:baseline;gap:6px;">
    288. 

  288.       <h1>腾讯广告自动化投放 Agent 系统</h1>
    289. 

  289.       <span class="subtitle">Technical Architecture</span>
    290. 

  290.     </div>
    291. 

  291.     <div class="title-right">
    292. 

  292.       <div class="fw-name">Reson Agent Framework</div>
    293. 

  293.       <div class="version">v3.0 · Agent Perspective</div>
    294. 

  294.     </div>
    295. 

  295.   </div>
    296. 

  296. 

  297.   <!-- ═══ LEGEND ═══ -->
    298. 

  298.   <div class="legend">
    299. 

  299.     <div class="legend-title">图例 LEGEND</div>
    300. 

  300.     <div class="legend-row">
    301. 

  301.       <div class="legend-item"><div class="legend-line" style="background:var(--flow-data)"></div>数据流 Data</div>
    302. 

  302.       <div class="legend-item"><div class="legend-line" style="background:var(--flow-exec)"></div>执行流 Exec</div>
    303. 

  303.       <div class="legend-item"><div class="legend-line" style="background:var(--flow-alert)"></div>告警流 Alert</div>
    304. 

  304.       <div class="legend-item"><div class="legend-line" style="background:var(--flow-knowledge)"></div>知识流 Knowledge</div>
    305. 

  305.       <div class="legend-item"><div class="legend-line" style="background:var(--amber)"></div>调度流 Dispatch</div>
    306. 

  306.     </div>
    307. 

  307.     <div class="legend-row" style="margin-top:6px;">
    308. 

  308.       <div class="legend-item"><div class="dep-tag skill" style="margin:0;">skill</div>策略/知识依赖</div>
    309. 

  309.       <div class="legend-item"><div class="dep-tag tool" style="margin:0;">tool</div>工具依赖</div>
    310. 

  310.       <div class="legend-item"><div class="dep-tag data" style="margin:0;">data</div>数据源依赖</div>
    311. 

  311.     </div>
    312. 

  312.   </div>
    313. 

  313. 

  314.   <div class="content">
    315. 

  315. 

  316.     <!-- ═══════════════════════════════════════════════════════════════ -->
    317. 

  317.     <!-- ═══ L1: ENTRY LAYER ═══ -->
    318. 

  318.     <!-- ═══════════════════════════════════════════════════════════════ -->
    319. 

  319.     <div class="section-label">
    320. 

  320.       <span class="layer-tag" style="background:var(--amber-bg);color:var(--amber);border:1px solid rgba(224,172,68,0.2);">L1</span>
    321. 

  321.       入口层 · Entry Layer
    322. 

  322.     </div>
    323. 

  323. 

  324.     <div class="main-agent-row">
    325. 

  325.       <div style="display:flex;flex-direction:column;gap:8px;flex-shrink:0;">
    326. 

  326.         <div class="user-input">
    327. 

  327.           <div class="icon">👤</div>
    328. 

  328.           <div>
    329. 

  329.             <div class="label">用户输入 / 运营</div>
    330. 

  330.             <div class="example">"今日预算10w, ROI目标1.5"</div>
    331. 

  331.           </div>
    332. 

  332.         </div>
    333. 

  333.         <div class="confirm-badge" style="margin-left:0;">
    334. 

  334.           <span>✓</span> 运营确认 → 执行
    335. 

  335.         </div>
    336. 

  336.       </div>
    337. 

  337. 

  338.       <div style="display:flex;align-items:center;color:var(--amber);font-size:24px;padding:0 4px;">→</div>
    339. 

  339. 

  340.       <div class="main-agent">
    341. 

  341.         <div class="agent-header">
    342. 

  342.           <div class="agent-name">Main Agent</div>
    343. 

  343.           <div class="agent-cn">· 投放决策中枢</div>
    344. 

  344.         </div>
    345. 

  345.         <div class="agent-desc">task.prompt | 任务理解 → 子Agent调度 → 方案汇总 → 运营确认 → 反馈沉淀</div>
    346. 

  346.         <div class="agent-meta">AgentRunner → LLM → Tool → Trace → Knowledge</div>
    347. 

  347.       </div>
    348. 

  348. 

  349.       <div style="display:flex;gap:12px;align-items:center;margin-left:auto;">
    350. 

  350.         <div class="wf-badge wf-analysis">
    351. 

  351.           <span>📊</span> 分析模式 <span class="temp">temp=0.3</span>
    352. 

  352.         </div>
    353. 

  353.         <div style="color:var(--text-muted);font-size:16px;">→</div>
    354. 

  354.         <div class="wf-badge wf-execution">
    355. 

  355.           <span>⚡</span> 执行模式 <span class="temp">temp=0.1</span>
    356. 

  356.         </div>
    357. 

  357.       </div>
    358. 

  358.     </div>
    359. 

  359. 

  360.     <!-- ═══════════════════════════════════════════════════════════════ -->
    361. 

  361.     <!-- ═══ L2: AGENT LAYER — 5 Decision + 1 Execution Gateway ═══ -->
    362. 

  362.     <!-- ═══════════════════════════════════════════════════════════════ -->
    363. 

  363.     <div class="section-label">
    364. 

  364.       <span class="layer-tag" style="background:var(--blue-bg);color:var(--blue);border:1px solid rgba(90,142,200,0.2);">L2</span>
    365. 

  365.       决策层 · Agent Layer — 5个决策Agent + 1个执行网关
    366. 

  366.     </div>
    367. 

  367. 

  368.     <!-- Agent relationship arrows -->
    369. 

  369.     <div class="agent-relationships">
    370. 

  370.       <div class="rel-arrow data-flow">
    371. 

  371.         <span class="from">Budget</span>
    372. 

  372.         <span class="arrow-sym">→ data_query →</span>
    373. 

  373.         <span class="to">ODPS</span>
    374. 

  374.       </div>
    375. 

  375.       <div class="rel-arrow data-flow">
    376. 

  376.         <span class="from">Audience</span>
    377. 

  377.         <span class="arrow-sym">→ data_query →</span>
    378. 

  378.         <span class="to">ODPS</span>
    379. 

  379.       </div>
    380. 

  380.       <div class="rel-arrow data-flow">
    381. 

  381.         <span class="from">Creative</span>
    382. 

  382.         <span class="arrow-sym">→ data_query →</span>
    383. 

  383.         <span class="to">ODPS</span>
    384. 

  384.       </div>
    385. 

  385.       <div class="rel-arrow match-flow">
    386. 

  386.         <span class="from">Audience</span>
    387. 

  387.         <span class="arrow-sym">→ 人群-素材匹配 →</span>
    388. 

  388.         <span class="to">Creative</span>
    389. 

  389.       </div>
    390. 

  390.       <div class="rel-arrow exec-flow">
    391. 

  391.         <span class="from">运营确认</span>
    392. 

  392.         <span class="arrow-sym">→ 方案 →</span>
    393. 

  393.         <span class="to">System Ops</span>
    394. 

  394.       </div>
    395. 

  395.       <div class="rel-arrow exec-flow">
    396. 

  396.         <span class="from">System Ops</span>
    397. 

  397.         <span class="arrow-sym">→ ad_api →</span>
    398. 

  398.         <span class="to">腾讯API</span>
    399. 

  399.       </div>
    400. 

  400.       <div class="rel-arrow alert-flow">
    401. 

  401.         <span class="from">Monitor</span>
    402. 

  402.         <span class="arrow-sym">→ 熔断 →</span>
    403. 

  403.         <span class="to">腾讯API</span>
    404. 

  404.       </div>
    405. 

  405.       <div class="rel-arrow knowledge-flow">
    406. 

  406.         <span class="from">Feedback</span>
    407. 

  407.         <span class="arrow-sym">→ 沉淀 →</span>
    408. 

  408.         <span class="to">Knowledge Base</span>
    409. 

  409.       </div>
    410. 

  410.       <div class="rel-arrow knowledge-flow">
    411. 

  411.         <span class="from">Knowledge</span>
    412. 

  412.         <span class="arrow-sym">→ 注入 →</span>
    413. 

  413.         <span class="to">All Agents</span>
    414. 

  414.       </div>
    415. 

  415.     </div>
    416. 

  416. 

  417.     <!-- ─── Decision Agents (5 columns) ─── -->
    418. 

  418.     <div class="agents-grid">
    419. 

  419. 

  420.       <!-- Budget Agent -->
    421. 

  421.       <div class="agent-card">
    422. 

  422.         <div class="card-header">
    423. 

  423.           <span class="card-icon">💰</span>
    424. 

  424.           <span class="card-name">Budget Agent</span>
    425. 

  425.           <span class="card-cn">钱</span>
    426. 

  426.         </div>
    427. 

  427.         <div class="card-body">
    428. 

  428.           <div class="card-scope">预算分配 · 出价优化 · ROI管控</div>
    429. 

  429.           <div class="card-divider"></div>
    430. 

  430.           <div class="card-section-title">依赖 · Skills & 知识</div>
    431. 

  431.           <div class="dep-tags">
    432. 

  432.             <span class="dep-tag skill">budget_strategy.md</span>
    433. 

  433.             <span class="dep-tag skill">ad_domain.md</span>
    434. 

  434.           </div>
    435. 

  435.           <div class="card-section-title">依赖 · 工具</div>
    436. 

  436.           <div class="dep-tags">
    437. 

  437.             <span class="dep-tag tool">data_query</span>
    438. 

  438.             <span class="dep-tag tool">budget_calc</span>
    439. 

  439.           </div>
    440. 

  440.           <div class="card-section-title">依赖 · 数据</div>
    441. 

  441.           <div class="dep-tags">
    442. 

  442.             <span class="dep-tag data">消耗/ROI</span>
    443. 

  443.             <span class="dep-tag data">广告状态</span>
    444. 

  444.           </div>
    445. 

  445.           <div class="card-divider"></div>
    446. 

  446.           <ul class="card-details">
    447. 

  447.             <li>ROI×跑量 二维决策矩阵</li>
    448. 

  448.             <li>冷启动/赔付保护机制</li>
    449. 

  449.             <li>阶梯式调价 · PID控制</li>
    450. 

  450.           </ul>
    451. 

  451.           <div class="card-output">输出: 预算/出价调整方案</div>
    452. 

  452.         </div>
    453. 

  453.       </div>
    454. 

  454. 

  455.       <!-- Audience Agent -->
    456. 

  456.       <div class="agent-card">
    457. 

  457.         <div class="card-header">
    458. 

  458.           <span class="card-icon">👥</span>
    459. 

  459.           <span class="card-name">Audience Agent</span>
    460. 

  460.           <span class="card-cn">人</span>
    461. 

  461.         </div>
    462. 

  462.         <div class="card-body">
    463. 

  463.           <div class="card-scope">人群规划 · 定向策略 · 效果分析</div>
    464. 

  464.           <div class="card-divider"></div>
    465. 

  465.           <div class="card-section-title">依赖 · Skills & 知识</div>
    466. 

  466.           <div class="dep-tags">
    467. 

  467.             <span class="dep-tag skill">audience_strategy.md</span>
    468. 

  468.             <span class="dep-tag skill">ad_domain.md</span>
    469. 

  469.           </div>
    470. 

  470.           <div class="card-section-title">依赖 · 工具</div>
    471. 

  471.           <div class="dep-tags">
    472. 

  472.             <span class="dep-tag tool">data_query</span>
    473. 

  473.             <span class="dep-tag tool">audience_targeting</span>
    474. 

  474.           </div>
    475. 

  475.           <div class="card-section-title">依赖 · 数据</div>
    476. 

  476.           <div class="dep-tags">
    477. 

  477.             <span class="dep-tag data">人群效果</span>
    478. 

  478.             <span class="dep-tag data">定向配置</span>
    479. 

  479.           </div>
    480. 

  480.           <div class="card-divider"></div>
    481. 

  481.           <ul class="card-details">
    482. 

  482.             <li>年龄/性别/区域定向组合</li>
    483. 

  483.             <li>人群包管理与推荐</li>
    484. 

  484.             <li>人群效果A/B分析</li>
    485. 

  485.           </ul>
    486. 

  486.           <div class="card-output">输出: 定向方案</div>
    487. 

  487.         </div>
    488. 

  488.       </div>
    489. 

  489. 

  490.       <!-- Creative Agent -->
    491. 

  491.       <div class="agent-card">
    492. 

  492.         <div class="card-header">
    493. 

  493.           <span class="card-icon">🎨</span>
    494. 

  494.           <span class="card-name">Creative Agent</span>
    495. 

  495.           <span class="card-cn">素材</span>
    496. 

  496.         </div>
    497. 

  497.         <div class="card-body">
    498. 

  498.           <div class="card-scope">素材分析 · 人群匹配 · 生命周期</div>
    499. 

  499.           <div class="card-divider"></div>
    500. 

  500.           <div class="card-section-title">依赖 · Skills & 知识</div>
    501. 

  501.           <div class="dep-tags">
    502. 

  502.             <span class="dep-tag skill">creative_strategy.md</span>
    503. 

  503.             <span class="dep-tag skill">ad_domain.md</span>
    504. 

  504.           </div>
    505. 

  505.           <div class="card-section-title">依赖 · 工具</div>
    506. 

  506.           <div class="dep-tags">
    507. 

  507.             <span class="dep-tag tool">data_query</span>
    508. 

  508.             <span class="dep-tag tool">creative_tools</span>
    509. 

  509.           </div>
    510. 

  510.           <div class="card-section-title">依赖 · 数据</div>
    511. 

  511.           <div class="dep-tags">
    512. 

  512.             <span class="dep-tag data">创意效果</span>
    513. 

  513.             <span class="dep-tag data">素材库</span>
    514. 

  514.           </div>
    515. 

  515.           <div class="card-divider"></div>
    516. 

  516.           <ul class="card-details">
    517. 

  517.             <li>CTR/CVR/完播率分析</li>
    518. 

  518.             <li>素材衰退检测与轮换</li>
    519. 

  519.             <li>组件化创意组合</li>
    520. 

  520.           </ul>
    521. 

  521.           <div class="card-output">输出: 素材方案</div>
    522. 

  522.         </div>
    523. 

  523.       </div>
    524. 

  524. 

  525.       <!-- Monitor Agent -->
    526. 

  526.       <div class="agent-card">
    527. 

  527.         <div class="card-header">
    528. 

  528.           <span class="card-icon">🔍</span>
    529. 

  529.           <span class="card-name">Monitor Agent</span>
    530. 

  530.           <span class="card-cn">监控</span>
    531. 

  531.         </div>
    532. 

  532.         <div class="card-body">
    533. 

  533.           <div class="card-scope">异常检测 · 熔断策略 · 根因分析</div>
    534. 

  534.           <div class="card-divider"></div>
    535. 

  535.           <div class="card-section-title">依赖 · Skills & 知识</div>
    536. 

  536.           <div class="dep-tags">
    537. 

  537.             <span class="dep-tag skill">monitor_rules.md</span>
    538. 

  538.             <span class="dep-tag skill">ad_domain.md</span>
    539. 

  539.           </div>
    540. 

  540.           <div class="card-section-title">依赖 · 工具</div>
    541. 

  541.           <div class="dep-tags">
    542. 

  542.             <span class="dep-tag tool">data_query</span>
    543. 

  543.             <span class="dep-tag tool">monitor_tools</span>
    544. 

  544.             <span class="dep-tag tool">ad_api(写)</span>
    545. 

  545.           </div>
    546. 

  546.           <div class="card-section-title">依赖 · 数据</div>
    547. 

  547.           <div class="dep-tags">
    548. 

  548.             <span class="dep-tag data">实时指标</span>
    549. 

  549.             <span class="dep-tag data">告警阈值</span>
    550. 

  550.           </div>
    551. 

  551.           <div class="card-divider"></div>
    552. 

  552.           <ul class="card-details">
    553. 

  553.             <li>CPA突增/转化骤降检测</li>
    554. 

  554.             <li>L1告警/L2降级/L3熔断</li>
    555. 

  555.             <li>15min/1h/日 三周期</li>
    556. 

  556.           </ul>
    557. 

  557.           <div class="card-output">输出: 熔断/告警决策</div>
    558. 

  558.         </div>
    559. 

  559.       </div>
    560. 

  560. 

  561.       <!-- Feedback Agent -->
    562. 

  562.       <div class="agent-card">
    563. 

  563.         <div class="card-header">
    564. 

  564.           <span class="card-icon">🔄</span>
    565. 

  565.           <span class="card-name">Feedback Agent</span>
    566. 

  566.           <span class="card-cn">反馈</span>
    567. 

  567.         </div>
    568. 

  568.         <div class="card-body">
    569. 

  569.           <div class="card-scope">后验分析 · 策略归纳 · 知识沉淀</div>
    570. 

  570.           <div class="card-divider"></div>
    571. 

  571.           <div class="card-section-title">依赖 · Skills & 知识</div>
    572. 

  572.           <div class="dep-tags">
    573. 

  573.             <span class="dep-tag skill">feedback_strategy.md</span>
    574. 

  574.             <span class="dep-tag skill">全部策略Skills</span>
    575. 

  575.           </div>
    576. 

  576.           <div class="card-section-title">依赖 · 工具</div>
    577. 

  577.           <div class="dep-tags">
    578. 

  578.             <span class="dep-tag tool">data_query</span>
    579. 

  579.             <span class="dep-tag tool">knowledge_tools</span>
    580. 

  580.           </div>
    581. 

  581.           <div class="card-section-title">依赖 · 数据</div>
    582. 

  582.           <div class="dep-tags">
    583. 

  583.             <span class="dep-tag data">历史投放</span>
    584. 

  584.             <span class="dep-tag data">Trace</span>
    585. 

  585.           </div>
    586. 

  586.           <div class="card-divider"></div>
    587. 

  587.           <ul class="card-details">
    588. 

  588.             <li>投放效果归因分析</li>
    589. 

  589.             <li>策略规则提炼</li>
    590. 

  590.             <li>案例沉淀至知识库</li>
    591. 

  591.           </ul>
    592. 

  592.           <div class="card-output">输出: 策略更新 → Knowledge</div>
    593. 

  593.         </div>
    594. 

  594.       </div>
    595. 

  595.     </div>
    596. 

  596. 

  597.     <!-- ─── System Ops (Execution Gateway) ─── -->
    598. 

  598.     <div class="agents-grid-row2">
    599. 

  599.       <div class="agent-card" style="border-color:var(--flow-exec);">
    600. 

  600.         <div class="card-header" style="background:rgba(80,180,130,0.06);">
    601. 

  601.           <span class="card-icon">⚡</span>
    602. 

  602.           <span class="card-name">System Ops Agent</span>
    603. 

  603.           <span class="card-cn" style="color:var(--flow-exec);">执行网关</span>
    604. 

  604.         </div>
    605. 

  605.         <div class="card-body">
    606. 

  606.           <div class="card-scope">接收已确认方案 → API调用 → 执行变更 → 变更记录</div>
    607. 

  607.           <div class="card-divider"></div>
    608. 

  608.           <div class="card-section-title">依赖 · Skills & 知识</div>
    609. 

  609.           <div class="dep-tags">
    610. 

  610.             <span class="dep-tag skill">ad_domain.md</span>
    611. 

  611.           </div>
    612. 

  612.           <div class="card-section-title">依赖 · 工具</div>
    613. 

  613.           <div class="dep-tags">
    614. 

  614.             <span class="dep-tag tool">ad_api(读+写)</span>
    615. 

  615.             <span class="dep-tag tool">execute_plan</span>
    616. 

  616.           </div>
    617. 

  617.           <div class="card-section-title">依赖 · 数据</div>
    618. 

  618.           <div class="dep-tags">
    619. 

  619.             <span class="dep-tag data">已确认方案</span>
    620. 

  620.             <span class="dep-tag data">Task State</span>
    621. 

  621.           </div>
    622. 

  622.           <div class="card-divider"></div>
    623. 

  623.           <ul class="card-details">
    624. 

  624.             <li>广告创建/修改/关停 全生命周期</li>
    625. 

  625.             <li>创意配置 · 组件化管理</li>
    626. 

  626.             <li>批量操作 + dry-run验证</li>
    627. 

  627.             <li>操作变更记录与通知</li>
    628. 

  628.           </ul>
    629. 

  629.           <div class="card-output">输出: 执行结果 → 腾讯API + Trace</div>
    630. 

  630.         </div>
    631. 

  631.       </div>
    632. 

  632. 

  633.       <!-- Agent 内部结构说明 -->
    634. 

  634.       <div style="background:rgba(30,42,58,0.5);border:1px dashed var(--border);border-radius:10px;padding:14px 18px;">
    635. 

  635.         <div style="font-size:13px;font-weight:600;color:var(--text);margin-bottom:10px;">每个 Agent 的内部结构</div>
    636. 

  636.         <div style="font-family:'JetBrains Mono',monospace;font-size:12px;color:var(--text-dim);line-height:2;">
    637. 

  637.           <div style="color:var(--amber);">Agent = LLM推理引擎</div>
    638. 

  638.           <div>&nbsp;&nbsp;+ <span style="color:var(--purple);">Skills</span> (策略知识注入)</div>
    639. 

  639.           <div>&nbsp;&nbsp;+ <span style="color:var(--cyan);">Tools</span> (获取/计算/执行能力)</div>
    640. 

  640.           <div>&nbsp;&nbsp;+ <span style="color:var(--flow-data);">Data</span> (数据源读取)</div>
    641. 

  641.           <div>&nbsp;&nbsp;→ <span style="color:var(--flow-exec);">输出决策方案</span></div>
    642. 

  642.         </div>
    643. 

  643.         <div class="card-divider"></div>
    644. 

  644.         <div style="font-size:11px;color:var(--text-muted);line-height:1.7;">
    645. 

  645.           <div>· Agent 只做<strong style="color:var(--text);">决策</strong>，不做透传</div>
    646. 

  646.           <div>· 数据获取能力通过<strong style="color:var(--cyan);">共享工具</strong>下沉</div>
    647. 

  647.           <div>· 策略知识通过<strong style="color:var(--purple);">Skill注入</strong>，非硬编码</div>
    648. 

  648.           <div>· 写操作集中在<strong style="color:var(--flow-exec);">System Ops</strong>网关</div>
    649. 

  649.         </div>
    650. 

  650.       </div>
    651. 

  651.     </div>
    652. 

  652. 

  653.     <!-- ═══════════════════════════════════════════════════════════════ -->
    654. 

  654.     <!-- ═══ L3: CAPABILITY + DATA + KNOWLEDGE ═══ -->
    655. 

  655.     <!-- ═══════════════════════════════════════════════════════════════ -->
    656. 

  656.     <div class="section-label">
    657. 

  657.       <span class="layer-tag" style="background:rgba(86,119,164,0.1);color:var(--slate);border:1px solid rgba(86,119,164,0.2);">L3</span>
    658. 

  658.       能力层 · 数据层 · 知识层 — Tools & Data & Knowledge
    659. 

  659.     </div>
    660. 

  660. 

  661.     <div class="triple-section">
    662. 

  662. 

  663.       <!-- ─── Tool Layer (能力层) ─── -->
    664. 

  664.       <div class="tool-panel">
    665. 

  665.         <div class="tool-panel-title">
    666. 

  666.           <span style="font-size:16px;">⚙️</span>
    667. 

  667.           能力层 Tools · 工具
    668. 

  668.         </div>
    669. 

  669. 

  670.         <div class="tool-group">
    671. 

  671.           <div class="tool-group-title">获取 · Read</div>
    672. 

  672.           <div class="tool-item"><span class="fn">data_query(type, sql)</span><span class="td">→ ODPS 7种查询</span></div>
    673. 

  673.           <div class="tool-item"><span class="fn">data_aggregate()</span><span class="td">→ 聚合分析</span></div>
    674. 

  674.           <div class="tool-item"><span class="fn">get_ad_current_status()</span><span class="td">→ 广告实时状态</span></div>
    675. 

  675.           <div class="tool-item"><span class="fn">ad_get_list / ad_get_report</span><span class="td">→ 腾讯API(读)</span></div>
    676. 

  676.           <div class="tool-item"><span class="fn">audience_get_list</span><span class="td">→ 人群包列表</span></div>
    677. 

  677.         </div>
    678. 

  678. 

  679.         <div class="tool-group">
    680. 

  680.           <div class="tool-group-title">计算 · Compute</div>
    681. 

  681.           <div class="tool-item"><span class="fn">budget_calc(data)</span><span class="td">→ ROI决策矩阵</span></div>
    682. 

  682.           <div class="tool-item"><span class="fn">audience_build_targeting</span><span class="td">→ 定向生成</span></div>
    683. 

  683.           <div class="tool-item"><span class="fn">audience_recommend_targeting</span><span class="td">→ 定向推荐</span></div>
    684. 

  684.           <div class="tool-item"><span class="fn">monitor_check_metrics</span><span class="td">→ 指标检查</span></div>
    685. 

  685.         </div>
    686. 

  686. 

  687.         <div class="tool-group" style="margin-bottom:0;">
    688. 

  688.           <div class="tool-group-title">执行 · Write</div>
    689. 

  689.           <div class="tool-item"><span class="fn">ad_create / ad_update</span><span class="td">→ 广告操作</span></div>
    690. 

  690.           <div class="tool-item"><span class="fn">ad_batch_update_status</span><span class="td">→ 批量状态</span></div>
    691. 

  691.           <div class="tool-item"><span class="fn">creative_create / update</span><span class="td">→ 创意操作</span></div>
    692. 

  692.           <div class="tool-item"><span class="fn">execute_adjustment_plan</span><span class="td">→ 方案执行</span></div>
    693. 

  693.           <div class="tool-item"><span class="fn">monitor_circuit_break</span><span class="td">→ 熔断执行</span></div>
    694. 

  694.         </div>
    695. 

  695.       </div>
    696. 

  696. 

  697.       <!-- ─── Data Layer (数据层) ─── -->
    698. 

  698.       <div class="data-panel">
    699. 

  699.         <div class="data-panel-title">
    700. 

  700.           <span style="font-size:16px;">🗄️</span>
    701. 

  701.           数据层 Data · 存储
    702. 

  702.         </div>
    703. 

  703. 

  704.         <div class="data-group">
    705. 

  705.           <div class="data-group-title">外部数据源 · External</div>
    706. 

  706.           <div style="font-size:11px;color:var(--text);font-weight:500;margin-bottom:4px;">ODPS / MaxCompute — loghubods 库</div>
    707. 

  707.           <div class="data-item"><span class="prefix">├─</span><span>ad_put_tencent_ad</span><span class="desc">广告基础</span></div>
    708. 

  708.           <div class="data-item"><span class="prefix">├─</span><span>ad_put_tencent_creative_data_day</span><span class="desc">创意日报</span></div>
    709. 

  709.           <div class="data-item"><span class="prefix">├─</span><span>ad_put_tencent_account_data</span><span class="desc">账户消耗</span></div>
    710. 

  710.           <div class="data-item"><span class="prefix">└─</span><span>fission_data / roi_data</span><span class="desc">裂变&amp;ROI</span></div>
    711. 

  711.           <div style="font-size:11px;color:var(--text);font-weight:500;margin:8px 0 4px;">腾讯广告 Marketing API v3.0</div>
    712. 

  712.           <div class="data-item"><span class="prefix">├─</span><span>/v3.0/adgroups/*</span><span class="desc">广告</span></div>
    713. 

  713.           <div class="data-item"><span class="prefix">├─</span><span>/v3.0/dynamic_creatives/*</span><span class="desc">创意</span></div>
    714. 

  714.           <div class="data-item"><span class="prefix">└─</span><span>bid_mode=OCPM QPS≤10</span><span class="desc">限制</span></div>
    715. 

  715.         </div>
    716. 

  716. 

  717.         <div class="data-group">
    718. 

  718.           <div class="data-group-title">运行时状态 · Runtime</div>
    719. 

  719.           <div class="data-item"><span class="prefix">├─</span><span>Task State</span><span class="desc">方案/中间结果</span></div>
    720. 

  720.           <div class="data-item"><span class="prefix">├─</span><span>Agent Context</span><span class="desc">对话上下文</span></div>
    721. 

  721.           <div class="data-item"><span class="prefix">└─</span><span>Trace Store</span><span class="desc">执行轨迹/审计</span></div>
    722. 

  722.         </div>
    723. 

  723. 

  724.         <div class="data-group" style="margin-bottom:0;">
    725. 

  725.           <div class="data-group-title">知识存储 · Knowledge Store</div>
    726. 

  726.           <div class="data-item"><span class="prefix">├─</span><span>Knowledge Base</span><span class="desc">动态沉淀</span></div>
    727. 

  727.           <div class="data-item"><span class="prefix">└─</span><span>Case Base</span><span class="desc">投放案例库</span></div>
    728. 

  728.         </div>
    729. 

  729.       </div>
    730. 

  730. 

  731.       <!-- ─── Knowledge Layer (知识层) ─── -->
    732. 

  732.       <div class="knowledge-panel">
    733. 

  733.         <div class="knowledge-panel-title">
    734. 

  734.           <span style="font-size:16px;">📚</span>
    735. 

  735.           知识层 Knowledge · Skills
    736. 

  736.         </div>
    737. 

  737. 

  738.         <div class="knowledge-group">
    739. 

  739.           <div class="knowledge-group-title">静态知识 · Skills (Markdown 注入)</div>
    740. 

  740.           <div class="knowledge-item">
    741. 

  741.             <span class="kn">ad_domain.md</span>
    742. 

  742.             <span class="kd">3.0平台结构 · API映射 · 投放流程</span>
    743. 

  743.             <span class="ka">→ 全部Agent</span>
    744. 

  744.           </div>
    745. 

  745.           <div class="knowledge-item">
    746. 

  746.             <span class="kn">budget_strategy.md</span>
    747. 

  747.             <span class="kd">决策矩阵 · 冷启动 · 赔付 · 调价</span>
    748. 

  748.             <span class="ka">→ Budget</span>
    749. 

  749.           </div>
    750. 

  750.           <div class="knowledge-item">
    751. 

  751.             <span class="kn">audience_strategy.md</span>
    752. 

  752.             <span class="kd">人群定向策略 · 圈选规则</span>
    753. 

  753.             <span class="ka">→ Audience</span>
    754. 

  754.           </div>
    755. 

  755.           <div class="knowledge-item">
    756. 

  756.             <span class="kn">creative_strategy.md</span>
    757. 

  757.             <span class="kd">素材策略 · 匹配规则 · 生命周期</span>
    758. 

  758.             <span class="ka">→ Creative</span>
    759. 

  759.           </div>
    760. 

  760.           <div class="knowledge-item">
    761. 

  761.             <span class="kn">monitor_rules.md</span>
    762. 

  762.             <span class="kd">监控规则 · 告警阈值 · 熔断条件</span>
    763. 

  763.             <span class="ka">→ Monitor</span>
    764. 

  764.           </div>
    765. 

  765.           <div class="knowledge-item">
    766. 

  766.             <span class="kn">feedback_strategy.md</span>
    767. 

  767.             <span class="kd">后验分析 · 策略归纳 · 沉淀规则</span>
    768. 

  768.             <span class="ka">→ Feedback</span>
    769. 

  769.           </div>
    770. 

  770.         </div>
    771. 

  771. 

  772.         <div class="knowledge-group" style="margin-bottom:0;">
    773. 

  773.           <div class="knowledge-group-title">动态知识 · Knowledge Base (持久化)</div>
    774. 

  774.           <div class="knowledge-item">
    775. 

  775.             <span class="kn">投放经验</span>
    776. 

  776.             <span class="kd">"账户A降价10%实际消耗降30%"</span>
    777. 

  777.           </div>
    778. 

  778.           <div class="knowledge-item">
    779. 

  779.             <span class="kn">时间规律</span>
    780. 

  780.             <span class="kd">"周末转化率通常高15%"</span>
    781. 

  781.           </div>
    782. 

  782.           <div class="knowledge-item">
    783. 

  783.             <span class="kn">人群洞察</span>
    784. 

  784.             <span class="kd">"人群包X在25-34男性效果最好"</span>
    785. 

  785.           </div>
    786. 

  786.           <div class="knowledge-item">
    787. 

  787.             <span class="kn">熔断经验</span>
    788. 

  788.             <span class="kd">"CPA连续3天>50应提前熔断"</span>
    789. 

  789.           </div>
    790. 

  790.           <div style="margin-top:6px;font-size:10px;color:var(--purple-dim);font-style:italic;">
    791. 

  791.             ← Feedback Agent 持续写入 · 全部 Agent 决策时读取
    792. 

  792.           </div>
    793. 

  793.         </div>
    794. 

  794.       </div>
    795. 

  795.     </div>
    796. 

  796. 

  797.     <!-- ═══════════════════════════════════════════════════════════════ -->
    798. 

  798.     <!-- ═══ BUSINESS RULES + DATA FLOWS ═══ -->
    799. 

  799.     <!-- ═══════════════════════════════════════════════════════════════ -->
    800. 

  800.     <div class="dual-section">
    801. 

  801.       <!-- Business Rules -->
    802. 

  802.       <div class="rules-panel">
    803. 

  803.         <div class="rules-title">关键业务规则 Key Rules</div>
    804. 

  804. 

  805.         <div class="rule-group-title">─── oCPM 出价机制 ───</div>
    806. 

  806.         <div class="rule-item">eCPM = bid × pCTR × pCVR × 1000</div>
    807. 

  807.         <div class="rule-item">降10%出价 ≈ 降15-25%消耗(非线性)</div>
    808. 

  808.         <div class="rule-item">掉量悬崖: eCPM&lt;竞争水位 → 断崖式跌落</div>
    809. 

  809. 

  810.         <div class="rule-group-title">─── 决策矩阵 ROI×跑量 ───</div>
    811. 

  811.         <div class="rule-item">高ROI+低跑量 → increase +10%~15%</div>
    812. 

  812.         <div class="rule-item">中ROI+高跑量 → decrease -5%~10%</div>
    813. 

  813.         <div class="rule-item">低ROI+低跑量 → close(标记关停)</div>
    814. 

  814. 

  815.         <div class="rule-group-title">─── 保护机制 ───</div>
    816. 

  816.         <div class="rule-item">冷启动: &lt;48h ∨ 转化&lt;6 → observe</div>
    817. 

  817.         <div class="rule-item">赔付: 转化≥6 且 CPA偏离≥20% → 先赔付</div>
    818. 

  818.         <div class="rule-item">熔断: CPA&gt;阈值 ∨ 消耗异常 → 暂停</div>
    819. 

  819.       </div>
    820. 

  820. 

  821.       <!-- Core Data Flows -->
    822. 

  822.       <div class="flows-panel">
    823. 

  823.         <div class="rules-title" style="margin-bottom:8px;">核心数据流 Core Flows</div>
    824. 

  824.         <div class="flow-item">
    825. 

  825.           <span class="flow-num" style="color:var(--amber)">①</span>
    826. 

  826.           <div>
    827. 

  827.             <div class="flow-label" style="color:var(--amber)">任务分发</div>
    828. 

  828.             <div class="flow-desc">User → Main Agent → 子Agent(Budget/Audience/Creative)</div>
    829. 

  829.           </div>
    830. 

  830.         </div>
    831. 

  831.         <div class="flow-item">
    832. 

  832.           <span class="flow-num" style="color:var(--flow-data)">②</span>
    833. 

  833.           <div>
    834. 

  834.             <div class="flow-label" style="color:var(--flow-data)">数据获取</div>
    835. 

  835.             <div class="flow-desc">决策Agent → data_query(Tool) → ODPS(Data) → 原始数据</div>
    836. 

  836.           </div>
    837. 

  837.         </div>
    838. 

  838.         <div class="flow-item">
    839. 

  839.           <span class="flow-num" style="color:var(--purple)">③</span>
    840. 

  840.           <div>
    841. 

  841.             <div class="flow-label" style="color:var(--purple)">知识注入</div>
    842. 

  842.             <div class="flow-desc">Skills(静态) + Knowledge(动态) → Agent Context → 辅助决策</div>
    843. 

  843.           </div>
    844. 

  844.         </div>
    845. 

  845.         <div class="flow-item">
    846. 

  846.           <span class="flow-num" style="color:var(--cyan)">④</span>
    847. 

  847.           <div>
    848. 

  848.             <div class="flow-label" style="color:var(--cyan)">方案计算</div>
    849. 

  849.             <div class="flow-desc">Agent + 数据 + 知识 → budget_calc/targeting(Tool) → 调整方案</div>
    850. 

  850.           </div>
    851. 

  851.         </div>
    852. 

  852.         <div class="flow-item">
    853. 

  853.           <span class="flow-num" style="color:var(--flow-exec)">⑤</span>
    854. 

  854.           <div>
    855. 

  855.             <div class="flow-label" style="color:var(--flow-exec)">运营确认→执行</div>
    856. 

  856.             <div class="flow-desc">方案 → 运营确认 → System Ops → ad_api(Tool) → 腾讯API(Data)</div>
    857. 

  857.           </div>
    858. 

  858.         </div>
    859. 

  859.         <div class="flow-item">
    860. 

  860.           <span class="flow-num" style="color:var(--flow-alert)">⑥</span>
    861. 

  861.           <div>
    862. 

  862.             <div class="flow-label" style="color:var(--flow-alert)">监控熔断</div>
    863. 

  863.             <div class="flow-desc">Monitor Agent → 检测异常 → circuit_break(Tool) → 暂停广告</div>
    864. 

  864.           </div>
    865. 

  865.         </div>
    866. 

  866.         <div class="flow-item">
    867. 

  867.           <span class="flow-num" style="color:var(--flow-knowledge)">⑦</span>
    868. 

  868.           <div>
    869. 

  869.             <div class="flow-label" style="color:var(--flow-knowledge)">反馈沉淀</div>
    870. 

  870.             <div class="flow-desc">投放结果 → Feedback Agent → knowledge_tools → Knowledge Base</div>
    871. 

  871.           </div>
    872. 

  872.         </div>
    873. 

  873.       </div>
    874. 

  874.     </div>
    875. 

  875. 

  876.     <!-- ═══════════════════════════════════════════════════════════════ -->
    877. 

  877.     <!-- ═══ L4: FRAMEWORK ═══ -->
    878. 

  878.     <!-- ═══════════════════════════════════════════════════════════════ -->
    879. 

  879.     <div class="section-label" style="margin-top:16px;">
    880. 

  880.       <span class="layer-tag" style="background:rgba(86,119,164,0.1);color:var(--slate);border:1px solid rgba(86,119,164,0.2);">L4</span>
    881. 

  881.       底层框架 · Reson Agent Framework
    882. 

  882.     </div>
    883. 

  883. 

  884.     <div class="framework-bar">
    885. 

  885.       <div class="fw-header">
    886. 

  886.         <div class="fw-title">Reson Agent Framework</div>
    887. 

  887.         <div style="display:flex;gap:8px;">
    888. 

  888.           <div style="font-size:11px;padding:4px 12px;border-radius:4px;background:rgba(92,178,120,0.08);border:1px solid var(--green-dim);color:var(--green);">
    889. 

  889.             分析 Analysis temp=0.3 · 只读工具
    890. 

  890.           </div>
    891. 

  891.           <div style="font-size:11px;padding:4px 12px;border-radius:4px;background:rgba(200,100,90,0.08);border:1px solid var(--red-dim);color:#d08060;">
    892. 

  892.             执行 Execution temp=0.1 · 读写工具
    893. 

  893.           </div>
    894. 

  894.         </div>
    895. 

  895.       </div>
    896. 

  896.       <div class="fw-modules">
    897. 

  897.         <div class="fw-module">
    898. 

  898.           <div class="fw-module-name">AgentRunner</div>
    899. 

  899.           <div class="fw-module-desc">LLM循环引擎 · 工具调用</div>
    900. 

  900.         </div>
    901. 

  901.         <div class="fw-module">
    902. 

  902.           <div class="fw-module-name">LLM Adapters</div>
    903. 

  903.           <div class="fw-module-desc">Qwen / Gemini 适配</div>
    904. 

  904.         </div>
    905. 

  905.         <div class="fw-module">
    906. 

  906.           <div class="fw-module-name">Tool Registry</div>
    907. 

  907.           <div class="fw-module-desc">@tool注册 · 白名单</div>
    908. 

  908.         </div>
    909. 

  909.         <div class="fw-module">
    910. 

  910.           <div class="fw-module-name">Skill System</div>
    911. 

  911.           <div class="fw-module-desc">Markdown知识注入</div>
    912. 

  912.         </div>
    913. 

  913.         <div class="fw-module">
    914. 

  914.           <div class="fw-module-name">Trace System</div>
    915. 

  915.           <div class="fw-module-desc">GoalTree · 回溯</div>
    916. 

  916.         </div>
    917. 

  917.         <div class="fw-module">
    918. 

  918.           <div class="fw-module-name">Knowledge</div>
    919. 

  919.           <div class="fw-module-desc">动态知识管理</div>
    920. 

  920.         </div>
    921. 

  921.       </div>
    922. 

  922.     </div>
    923. 

  923. 

  924.   </div><!-- .content -->
    925. 

  925. </div><!-- .container -->
    926. 

  926. </body>
    927. 

  927. </html>
    928.