User goal
stringlengths 24
135
| Domain
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values | Data requirements
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143
⌀ | Agentic complexity level
stringclasses 4
values | Agentic complexity notes
stringclasses 11
values | Use-case category
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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 |