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节点 n82

heart_jcf_peri reweighting, heart x1.9, edge x0.3 (fake Engineer, node 82)

方法说明?节点程序自带的 METHOD.md：这个程序做了什么、为什么。

来自 programs.git e89211012c:solution/METHOD.md

调研员的计划

代码改动?这个节点的程序和父节点程序的逐行差别：绿色是新增，红色是删除。

对比：父节点版本 4abad9def5。改动的文件：solution/METHOD.md +1 −1、solution/run.py +4 −4

diff --git a/solution/METHOD.md b/solution/METHOD.mdindex 23c35d3..f62d594 100644--- a/solution/METHOD.md+++ b/solution/METHOD.md@@ -1,3 +1,3 @@-heart_jcf_peri reweighting, heart x1.6, edge x0.25 (fake Engineer, node 79)+heart_jcf_peri reweighting, heart x1.9, edge x0.3 (fake Engineer, node 82)  Test run only.diff --git a/solution/run.py b/solution/run.pyindex cf8499e..1999c5a 100644--- a/solution/run.py+++ b/solution/run.py@@ -1,5 +1,5 @@ #!/usr/bin/env python3-"""fake-79: heart_jcf_peri weights perturbed by the fake Engineer (test run)."""+"""fake-82: heart_jcf_peri weights perturbed by the fake Engineer (test run)."""  from __future__ import annotations @@ -16,8 +16,8 @@ from src.task1_temporal.view_io import (     write_prediction, ) -HEART_WEIGHT = 1.6-EDGE_WEIGHT = 0.25+HEART_WEIGHT = 1.9+EDGE_WEIGHT = 0.3 N_CELLS = 4000  @@ -30,7 +30,7 @@ def main() -> None:     manifest = load_manifest(args.data)     genes = panel_genes(args.data, manifest)     last = read_stage(args.data, inputs_by_time(manifest)[-1], genes)-    pass+    raise RuntimeError('fake Engineer: deliberate crash')     n = target_n_cells(manifest, N_CELLS)     X = heart_reweight(last.X, labels_of(last), n_cells=n, heart_weight=HEART_WEIGHT, edge_weight=EDGE_WEIGHT, seed=args.seed)     write_prediction(X, genes, args.out, seed=args.seed)

调研来源?调研员查到并用到的知识条目和文献检索结果（只列标题和编号）。

用到的知识库条目

分析结果?分析员写的 ANALYSIS.json：改了什么、各组分数怎么变、假设是否成立、经验和下一步建议。

对话摘要?每个角色和大模型对话的统计：轮数、工具调用、用时、token 数和最后的回答摘录；原始记录只给路径。

只给统计和最后回答的摘录；完整对话请到原始记录位置里列出的文件看。

分析员

ANALYSIS.json written

工程师

wrote solution/run.py with heart x1.9, edge x0.3 (crash)

调研员

PLAN.json written