rjmcgirr-pl

Salesforce

商业运营v1.0.0
作者:rjmcgirr-pl更新于 2026-05-18salesforce-dx@clawhub_rjmcgirr-pl/salesforce-dx
销售助手CRM 管理#CRM#Data Pipeline#Email

据 AlphaMoat 统计,截至 2026-09,Salesforce 累计下载 3,650 次、获 1 个星标,在全部 5,078 个 AI 技能中排名第 2,969 位,在「商业运营」分类(297 个)中排名第 160 位。

累计安装
106
累计下载
3,650
星标
1
全站排名
#2,969
全站前 59% · 「商业运营」前 54%
平台累计安装累计下载星标评论
ClawHub ↗1063,3711-
SkillHub ↗1063,6501—

各平台的计数口径不同,统计时间不一致。

这个技能是做什么的

主文提供对象与字段发现、SOQL 查询、关系查询、聚合分析、数据导出及销售管线工作流。已认证的命令可读取或导出敏感 CRM 数据,且部分命令可创建、更新或批量写入记录。使用前应确认目标组织,限制字段和记录范围;任何导出或写操作均需审批并复核对象、过滤条件和记录标识。

资料发布于 2026-10-29

可以用来做什么

  • 探索 Salesforce 对象和字段结构
  • 撰写只读 SOQL 查询并分析机会管线
  • 审查数据导出和修改记录的命令

什么时候用

  • 用户有权访问目标 Salesforce 组织时
  • 查询范围可限定为任务所需字段和记录时
  • 执行导出、导入或记录写入前能够取得明确审批时

示例提示词

以下是根据技能文档生成的示例,不代表实际运行结果。

为目标沙箱撰写只读查询,不要执行
限制查询字段并说明可能包含的敏感 CRM 信息
标出这条命令会修改哪些对象或记录,等待批准后再执行

月度数据趋势

累计下载3,650
1,9372,8573,7772026-03 · 累计下载 2,0642026-05 · 累计下载 2,6982026-07 · 累计下载 3,0992026-08 · 累计下载 3,2802026-09 · 累计下载 3,65026-0326-09
星标1
0122026-03 · 星标 12026-05 · 星标 12026-07 · 星标 12026-08 · 星标 12026-09 · 星标 126-0326-09

2026-09 起统计方法调整:同名技能按作者分别统计,并覆盖全部技能。图中虚线为调整前的月份,与之后的数据不直接比较,也不计算跨越调整的增长。

月份累计下载环比星标
2026-093,650—1
2026-083,280+5.8%1
2026-073,099—1
2026-052,698—1
2026-032,064—1

SKILL.md 原文

以下是作者发布的原始文件,按纯文本显示,本站未做修改或审核;其中的链接不可点击,命令请核实后再运行。抓取于 2026-10-23。

9.2 KB · ClawHub v1.0.0
---
name: salesforce-dx
description: Query Salesforce data and manage sales pipelines using the `sf` CLI. Use for SOQL queries (simple to complex), opportunity pipeline analysis, forecast reporting, data exports, schema exploration, and CRM data operations. Also use for executive workflows like looking up deals by name, finding contact info to email prospects, preparing pipeline reviews, and cross-referencing CRM data with other tools. Triggers on Salesforce, SOQL, pipeline, opportunity, forecast, CRM data, deal lookup, prospect email, account info, or sf CLI questions.
---

# Salesforce DX — Data & Pipeline

Query data and manage pipelines with the `sf` CLI.

## Prerequisites
展开全部(共 281 行)

```bash
# Verify CLI and auth
sf --version
sf org list
```

If no orgs listed, authenticate:
```bash
sf org login web --alias my-org --set-default
```

## Schema Discovery

Before querying, explore available objects and fields:

```bash
# List all objects
sf sobject list --target-org my-org

# Describe object fields
sf sobject describe --sobject Opportunity --target-org my-org

# Quick field list (names only)
sf sobject describe --sobject Opportunity --target-org my-org | grep -E "^name:|^type:" 
```

## SOQL Queries

### Basic Patterns

```bash
# Simple query
sf data query -q "SELECT Id, Name, Amount FROM Opportunity LIMIT 10"

# With WHERE clause
sf data query -q "SELECT Id, Name FROM Opportunity WHERE StageName = 'Closed Won'"

# Date filtering
sf data query -q "SELECT Id, Name FROM Opportunity WHERE CloseDate = THIS_QUARTER"

# Export to CSV
sf data query -q "SELECT Id, Name, Amount FROM Opportunity" --result-format csv > opps.csv
```

### Relationships

```bash
# Parent lookup (Account from Opportunity)
sf data query -q "SELECT Id, Name, Account.Name, Account.Industry FROM Opportunity"

# Child subquery (Opportunities from Account)
sf data query -q "SELECT Id, Name, (SELECT Id, Name, Amount FROM Opportunities) FROM Account LIMIT 5"
```

### Aggregations

```bash
# COUNT
sf data query -q "SELECT COUNT(Id) total FROM Opportunity WHERE IsClosed = false"

# SUM and GROUP BY
sf data query -q "SELECT StageName, SUM(Amount) total FROM Opportunity GROUP BY StageName"

# Multiple aggregates
sf data query -q "SELECT StageName, COUNT(Id) cnt, SUM(Amount) total, AVG(Amount) avg FROM Opportunity GROUP BY StageName"
```

### Bulk Queries (Large Datasets)

```bash
# Use --bulk for >2000 records
sf data query -q "SELECT Id, Name, Amount FROM Opportunity" --bulk --wait 10
```

## Pipeline Management

### Pipeline Snapshot

```bash
# Open pipeline by stage
sf data query -q "SELECT StageName, COUNT(Id) cnt, SUM(Amount) total FROM Opportunity WHERE IsClosed = false GROUP BY StageName ORDER BY StageName"

# Pipeline by owner
sf data query -q "SELECT Owner.Name, SUM(Amount) total FROM Opportunity WHERE IsClosed = false GROUP BY Owner.Name ORDER BY SUM(Amount) DESC"

# Pipeline by close month
sf data query -q "SELECT CALENDAR_MONTH(CloseDate) month, SUM(Amount) total FROM Opportunity WHERE IsClosed = false AND CloseDate = THIS_YEAR GROUP BY CALENDAR_MONTH(CloseDate) ORDER BY CALENDAR_MONTH(CloseDate)"
```

### Win/Loss Analysis

```bash
# Win rate by stage
sf data query -q "SELECT StageName, COUNT(Id) FROM Opportunity WHERE IsClosed = true GROUP BY StageName"

# Closed won this quarter
sf data query -q "SELECT Id, Name, Amount, CloseDate FROM Opportunity WHERE StageName = 'Closed Won' AND CloseDate = THIS_QUARTER ORDER BY Amount DESC"

# Lost deals with reasons
sf data query -q "SELECT Id, Name, Amount, StageName, Loss_Reason__c FROM Opportunity WHERE StageName = 'Closed Lost' AND CloseDate = THIS_QUARTER"
```

### Forecast Queries

```bash
# Weighted pipeline (assumes Probability field)
sf data query -q "SELECT StageName, SUM(Amount) gross, SUM(ExpectedRevenue) weighted FROM Opportunity WHERE IsClosed = false GROUP BY StageName"

# Deals closing this month
sf data query -q "SELECT Id, Name, Amount, StageName, CloseDate FROM Opportunity WHERE CloseDate = THIS_MONTH AND IsClosed = false ORDER BY Amount DESC"

# Stale deals (no activity in 30 days)
sf data query -q "SELECT Id, Name, Amount, LastActivityDate FROM Opportunity WHERE IsClosed = false AND LastActivityDate < LAST_N_DAYS:30"
```

## Data Operations

### Create Records

```bash
sf data create record -s Opportunity -v "Name='New Deal' StageName='Prospecting' CloseDate=2024-12-31 Amount=50000"
```

### Update Records

```bash
# By ID
sf data update record -s Opportunity -i 006xx000001234 -v "StageName='Negotiation'"

# Bulk update via CSV
sf data upsert bulk -s Opportunity -f updates.csv -i Id --wait 10
```

### Export/Import

```bash
# Export with relationships
sf data export tree -q "SELECT Id, Name, (SELECT Id, Subject FROM Tasks) FROM Account WHERE Industry = 'Technology'" -d ./export

# Import
sf data import tree -f ./export/Account.json
```

## JSON Output for Scripting

Add `--json` for structured output:

```bash
sf data query -q "SELECT Id, Name, Amount FROM Opportunity WHERE IsClosed = false" --json
```

Parse with jq:
```bash
sf data query -q "SELECT Id, Name FROM Opportunity LIMIT 5" --json | jq '.result.records[].Name'
```

## Common Date Literals

| Literal | Meaning |
|---------|---------|
| TODAY | Current day |
| THIS_WEEK | Current week |
| THIS_MONTH | Current month |
| THIS_QUARTER | Current quarter |
| THIS_YEAR | Current year |
| LAST_N_DAYS:n | Past n days |
| NEXT_N_DAYS:n | Next n days |
| LAST_QUARTER | Previous quarter |

## Troubleshooting

**"Malformed query"** — Check field API names (not labels). Use `sf sobject describe` to verify.

**"QUERY_TIMEOUT"** — Add filters, use `--bulk`, or add `LIMIT`.

**"INVALID_FIELD"** — Field may not exist on that object or your profile lacks access.

**Large result sets** — Use `--bulk` flag for queries returning >2000 records.

## Executive Workflows

### Quick Deal Lookup

Find a deal by name or account:
```bash
# By opportunity name (fuzzy)
sf data query -q "SELECT Id, Name, Amount, StageName, CloseDate, Owner.Name, Account.Name FROM Opportunity WHERE Name LIKE '%Acme%' ORDER BY Amount DESC"

# By account name
sf data query -q "SELECT Id, Name, Amount, StageName, CloseDate FROM Opportunity WHERE Account.Name LIKE '%Microsoft%' AND IsClosed = false"

# Recent deals I own
sf data query -q "SELECT Id, Name, Amount, StageName, CloseDate, Account.Name FROM Opportunity WHERE OwnerId = '<my-user-id>' AND IsClosed = false ORDER BY CloseDate"
```

### Get Contact Info for Outreach

Find someone to email at a company:
```bash
# Contacts at an account
sf data query -q "SELECT Id, Name, Email, Phone, Title FROM Contact WHERE Account.Name LIKE '%Acme%'"

# Decision makers (by title)
sf data query -q "SELECT Name, Email, Title, Account.Name FROM Contact WHERE Title LIKE '%CEO%' OR Title LIKE '%VP%' OR Title LIKE '%Director%'"

# Contacts on a specific deal
sf data query -q "SELECT Contact.Name, Contact.Email, Contact.Title, Role FROM OpportunityContactRole WHERE Opportunity.Name LIKE '%Acme%'"
```

### Prep for Pipeline Review

Get a quick executive summary:
```bash
# Top 10 deals closing this quarter
sf data query -q "SELECT Name, Account.Name, Amount, StageName, CloseDate, Owner.Name FROM Opportunity WHERE CloseDate = THIS_QUARTER AND IsClosed = false ORDER BY Amount DESC LIMIT 10"

# Deals by rep (for 1:1s)
sf data query -q "SELECT Owner.Name, COUNT(Id) deals, SUM(Amount) total FROM Opportunity WHERE IsClosed = false GROUP BY Owner.Name ORDER BY SUM(Amount) DESC"

# Deals needing attention (stale)
sf data query -q "SELECT Name, Amount, StageName, LastActivityDate, Owner.Name FROM Opportunity WHERE IsClosed = false AND LastActivityDate < LAST_N_DAYS:14 ORDER BY Amount DESC LIMIT 10"
```

### Account Intelligence

Before a call or meeting:
```bash
# Account overview
sf data query -q "SELECT Id, Name, Industry, BillingCity, Website, OwnerId FROM Account WHERE Name LIKE '%Acme%'"

# All open deals with account
sf data query -q "SELECT Name, Amount, StageName, CloseDate FROM Opportunity WHERE Account.Name LIKE '%Acme%' AND IsClosed = false"

# Recent activities
sf data query -q "SELECT Subject, Status, ActivityDate FROM Task WHERE Account.Name LIKE '%Acme%' ORDER BY ActivityDate DESC LIMIT 5"
```

### Cross-Tool Workflows

**Salesforce + Email (via gog/gmail):**
1. Find contact email: `sf data query -q "SELECT Email FROM Contact WHERE Account.Name LIKE '%Acme%'"`
2. Draft email using that address with your email tool

**Salesforce + Calendar:**
1. Find deals closing soon: `sf data query -q "SELECT Name, Account.Name, CloseDate FROM Opportunity WHERE CloseDate = THIS_WEEK"`
2. Cross-reference with calendar to ensure follow-ups scheduled

**Quick CRM Update After Call:**
```bash
# Log a task
sf data create record -s Task -v "Subject='Call with John' WhatId='<opportunity-id>' Status='Completed' ActivityDate=$(date +%Y-%m-%d)"

# Update opportunity stage
sf data update record -s Opportunity -i <opp-id> -v "StageName='Negotiation' NextStep='Send proposal'"
```

### Finding Your User ID

Needed for "deals I own" queries:
```bash
sf data query -q "SELECT Id, Name FROM User WHERE Email = '[email protected]'"
```

Store this in your local config for quick reference.

## References

- **[soql-patterns.md](references/soql-patterns.md)** — Advanced SOQL patterns (polymorphic, semi-joins, formula fields)
- **[pipeline-queries.md](references/pipeline-queries.md)** — Ready-to-use pipeline and forecast queries

「商业运营」分类下的热门技能

数据月份:2026-09 · 下载/星标/安装数聚合自公开技能注册库(ClawHub、SkillHub),按月更新。口径说明见数据方法。