User goal
stringlengths 24
135
| Domain
stringclasses 5
values | Data requirements
stringlengths 7
143
⌀ | Agentic complexity level
stringclasses 4
values | Agentic complexity notes
stringclasses 11
values | Use-case category
stringlengths 6
54
⌀ |
|---|---|---|---|---|---|
Summarize everything that happened with Acme in Oct
|
Sales
| null |
Medium
|
Following connections
|
Bulk insights
|
Which opportunities are taking the longest time to close?
|
Sales
| null |
Medium
|
Compute
|
Data aggregation
|
What is the total dollar amount of separation pay that has been issued in the past [insert period of time]?
|
HR
| null |
Medium
|
Smart search strategy
|
Data aggregation
|
What is the relationship between US employee ages and 401(k) contribution percentage?
|
HR
| null |
Medium
|
Smart search strategy
|
Data visualization
|
What is the average hours count and dollar amount of PTO paid out to departing team members?
|
HR
| null |
Medium
|
Smart search strategy
|
Data aggregation
|
What dates of the year do most people request PTO, by country?
|
HR
| null |
Medium
|
Smart search strategy
|
Data visualization
|
How many PTO days have people taken on average in this calendar/fiscal year?
|
HR
| null |
Medium
|
Smart search strategy
|
Data aggregation
|
Generate a list of people who haven’t completed task X
|
HR
| null |
Medium
|
Smart search strategy
|
Structured search
|
Show average Flexible Spending Account usage over the course of the year.
|
HR
| null |
High
|
Smart search strategy, Compute
|
Data aggregation, data visualization
|
What is the average amount of money that team members contributed to their HSA accounts over the past [insert period of time]?
|
HR
| null |
Medium
|
Smart search strategy
|
Data aggregation
|
Show me the trend in HSA plan enrollment over time in relation to the employer HSA contribution amount.
|
HR
| null |
High
|
Smart search strategy, Compute
|
Data visualization
|
What is the total company cost impact of benefit enrollment changes effective January 1, Year?
|
HR
| null |
High
|
Smart search strategy, Compute
|
Data aggregation
|
What are the average team member performance ratings by team and geography?
|
HR
| null |
Medium
|
Smart search strategy
|
Data aggregation
|
Get manager feedback for team member X for the last 2 years
|
HR
| null |
Medium
|
Smart search strategy
|
Multi-step retrieval
|
Summarize the most common team member attributes in performance feedback.
|
HR
| null |
Medium
|
Compute
|
Bulk insights
|
Who received a compensation change outside of [insert period of time]?
|
HR
| null |
High
|
Smart search strategy, Compute
|
Multi-step retrieval
|
Show issues with the server and enhancements labels but not "long term" label.
|
Engineering Management
| null |
High
|
Smart search strategy, Compute
|
Structured search
|
Prioritize open issues based on comments and reactions.
|
Engineering Management
| null |
Medium
|
Smart search strategy
|
Bulk insights
|
Tell me which open issues has no developer responded to? Look for developers from the Acme org
|
Engineering Management
| null |
High
|
Smart search strategy, Compute
|
Structured search
|
Categorize open issues without any labels by understanding the issue. Get existing labels from repo
|
Engineering Management
| null |
High
|
Smart search strategy, Compute
|
Bulk classification
|
Who are the top contributors? Look at PRs merged
|
Engineering Management
| null |
Medium
|
Smart search strategy
|
Data aggregation
|
Who is reviewing the most number of PRs?
|
Engineering Management
| null |
Medium
|
Smart search strategy
|
Data aggregation
|
Give me a summary of all contributions by [email protected] in `app` repo. Look at commits contributed
|
Engineering Management
| null |
Medium
|
Smart search strategy
|
Bulk insights
|
How much time did it take to review PR #1234?
|
Engineering Management
| null |
Medium
|
Compute
|
Data aggregation
|
Suggest a reviewer for PR 4567 by seeing who has contributed the most to the files that have changed in the PRs and previous commiters.
|
Engineering Management
| null |
High
|
Following connections, Compute
|
Multi-step retrieval
|
Summarize the themes in the issues and discussions created this month
|
Engineering Management
| null |
Medium
|
Compute
|
Clustering
|
How often are tests failing on PRs? Share some stats
|
Engineering Management
| null |
Medium
|
Smart search strategy
|
Data visualization, Data aggregation
|
Find issues which can potentially be closed by the fix in PR #1234
|
Engineering Management
| null |
High
|
Smart search strategy, Compute
|
Bulk classification
|
Create release notes from commit hash `abcd` to latest commit in main
|
Engineering Management
| null |
Medium
|
Smart search strategy
|
Multi-step retrieval
|
What are the PRs going in the next release?
|
Engineering Management
| null |
Medium
|
Smart search strategy
|
Multi-step retrieval
|
Find issues similar to issue #1234
|
Engineering Management
| null |
Medium
|
Smart search strategy
|
Bulk classification
|
Are there any issues related to performance since the last release
|
Engineering Management
| null |
High
|
Smart search strategy, Compute
|
Structured search, Bulk classification
|
Are there any support tickets related to issue #1234
|
Engineering Management
| null |
Medium
|
Smart search strategy
|
Multi-step retrieval, Bulk classification
|
Get all issues created by paid plan users
|
Engineering Management
| null |
High
|
Following connections, Smart search strategy
|
Multi-step retrieval
|
Are there any support tickets of type `feature-request` which don't have a Github ticket
|
Engineering Management
| null |
High
|
Smart search strategy, Compute
|
Multi-step retrieval, Bulk classification
|
Which PRs have been open for more than 30 days
|
Engineering Management
| null |
Medium
|
Smart search strategy
|
Structured search
|
What are the DORA metrics for app repo
|
Engineering Management
| null |
High
|
Following connections, Compute
|
Multi-step retrieval
|
How many PRs have closed this month
|
Engineering Management
| null |
Medium
|
Compute
|
Data aggregation
|
What's the average number of revisions on a PR before it is approved
|
Engineering Management
| null |
High
|
Following connections, Compute
|
Data aggregation
|
Any contributor communicating negatively on issues and PR comments in last 30 days?
|
Engineering Management
| null |
High
|
Smart search strategy, Compute
|
Multi-step retrieval, Bulk classification
|
Who are new contributors in this repo with decent contribution? Look at PRs merged and lines of code changed
|
Engineering Management
| null |
Medium
|
Smart search strategy
|
Multi-step retrieval
|
Are there issues in the repo which are related to adding appropriate documentation
|
Engineering Management
| null |
Medium
|
Compute
|
Bulk classification
|
Can you give a count of bug fixes over last month
|
Engineering Management
| null |
Medium
|
Compute
|
Bulk classification, Data aggregation
|
How many PRs have been merged related to performance optimization
|
Engineering Management
| null |
Medium
|
Compute
|
Bulk classification, Data aggregation
|
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