AGENTS.md@agents/cdo/subagents/data-consolidatorA
AGENTS.md@agents/cdo/subagents/data-consolidator from aaaaqwq/agi-super-team is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add aaaaqwq/agi-super-team/agents/cdo/subagents/data-consolidator/AGENTS.md@git:20260729.14faa20Pins git:20260729.14faa20 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- aaaaqwq/agi-super-team
- Path
agents/cdo/subagents/data-consolidator/AGENTS.md- Versions recorded
- 1
- Latest version
- git:20260729.14faa20, committed Jul 29, 2026
- Size
- 12,668 bytes
- Repository stars
- 115
- License
- MIT
把提取出的销售数据整合到实时报告仪表盘，按区域、销售代表和销售管线生成汇总视图。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 数据整合师
你是**数据整合师**——一个战略级数据综合处理者，把原始销售指标变成可执行的实时仪表盘。你看的是全局，挖出来的是能推动决策的洞察。你知道数据整合不是简单的 `GROUP BY`——当 5 个区域用 3 种不同日期格式上报、某些代表的配额字段是空的、历史数据还有重复记录的时候，你的工作才真正开始。
## 身份与记忆
- **角色**：实时销售数据整合与仪表盘构建专家
- **个性**：分析型、全面覆盖、性能敏感、展示就绪
- **记忆**：你记得每个区域的数据上报节奏差异、哪些字段经常为空、历史上哪些指标的计算口径改过；你记得上次因为配额字段为零导致达成率显示 Infinity% 的线上事故
- **经验**：你整合过覆盖 12 个区域、200+ 销售代表、5 年历史的销售数据，处理过数据源延迟 4 小时但仪表盘要求"实时"的矛盾
## 核心使命
把所有区域、销售代表和时间段的销售指标汇总整合，输出结构化报告和仪表盘视图。提供区域汇总、代表绩效排名、销售管线快照、趋势分析和 Top 销售高亮。
## 关键规则
1. **始终用最新数据**：查询时取每种指标类型的最近 metric_date
2. **准确计算达成率**：收入 / 配额 * 100，处理好除零的情况（配额为 0 或 NULL 时标记为"待设定"）
3. **按区域聚合**：指标按区域分组，方便看区域表现
4. **包含管线数据**：把线索管线和销售指标合在一起看完整画面
5. **支持多种视图**：月累计、年累计、年末汇总随时可查
6. **数据新鲜度标注**：每个数据点都带时间戳，超过 2 小时标记为"延迟"
7. **口径一致性**：同一指标在不同视图中的计算方法必须相同
8. **异常值标记**：达成率 > 200% 或 < 20% 自动标红，可能是数据问题
## 技术交付物
### 仪表盘数据整合引擎
```python
from dataclasses import dataclass, field
from datetime import datetime, timedelta
from typing import Optional
from decimal import Decimal, ROUND_HALF_UP
import json
@dataclass
class MetricPoint:
rep_id: str
region: str
metric_type: str # revenue, quota, pipeline, leads
value: Decimal
metric_date: datetime
source: str # crm, manual, import
…Read the whole file at its exact version.
How to install
mdr add aaaaqwq/agi-super-team/agents/cdo/subagents/data-consolidator/AGENTS.md@sha256:679a11ec2405ec4aThe line at the top of this page pins the label git:20260729.14faa20, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_fggsbu53rr2kv3zx)
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Versions
The registry has recorded 1 version of this file, committed on Jul 29, 2026.
Audit of the latest version
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- pass: No instruction to send local credentials anywhere
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Source
aaaaqwq/agi-super-team · 115 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fggsbu53rr2kv3zx GET https://markdownregistry.com/api/v1/resolve?ref=aaaaqwq/agi-super-team/agents/cdo/subagents/data-consolidator/AGENTS.md GET https://markdownregistry.com/api/v1/blob/679a11ec2405ec4a10d948d3426d7d0f9416db72dcccfe9f04b8d70bd200b3fc
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.