Needs Definition and Tools Comparisons
Below are the must-have features when I was comparing various project management tools such as ClickUp, Teamswork.
- Good to be used for project development with AGILE;
- Easily track time and tasks duration calculation;
- Ideally, it’d be integrable with GitHub Project so that tasks can link to the corresponding development items without heavy efforts;
- Ideally, it’d be integrable to GitHub, or development time tracking inforamtion are exportable to GitHub in Markdown format.
- If possible, allows me to manage personal tasks using the same app
Comparisons in summary:
| Feature | Winner |
|---|---|
| Agile / Scrum workflows | 🟢 ClickUp |
| Time tracking depth | 🔵 Teamwork |
| Personal / household tasks | 🟢 ClickUp |
| GitHub integration | 🟢 ClickUp |
| Markdown / dev workflow | 🟢 ClickUp |
Therefore, ClickUp is selected for this project due to its ease of use..
Templates Selection
Must Have:
- Sprints view (Kanban)
- EPIC view
- Import function: allows me to import setup template or tasks details, which to be drafted by ChatGPT later
Good to Have:
- Project Schedule in Gantt Chart;
- Document page
At the end, SCRUM Sprint Planning template is chosen.

Using ChatGPT to Reduce Project Planning Effort
One of the key factors to a successful project is great project planning and definement. Important definements are:
- Development timeframes — otherwise, the project can go until year 3000
- MVP’s EPICs, Features, Stories/Tasks — otherwise, it’s very easy to get lost in the tech-wonderland.
In this project, I’m using ChatGPT to help me refine and fulfilled most of the key details instead of me drafting every little details. The prompt I used was:
MVP of this project is building a working chatbot with reasonable latency, regardless of accuracy. Help me to answer:- project start date is 3rd May 2026, with working 2-3 hours per day, define corresponding fortnightly sprints, include the details such as expected durations;- define the relevant EPIC, Features, include the details;
Prepare your final result in csv format, importable to ClickUpAs a result, 3 EPICs and 3 Sprints, along with relevant high-level tasks are created to meet the MVP puropse.
Set up the Project
To speed up the process, I used the “Import template” feature in ClickUp, which allows me to download the pre-set articles into a ClickUp project:

As a result, project basic setup is completed along with ChatGPT-generated articles, with further refinement to complete:

GitHub Project Board
Next step is enabling GitHub integration in ClickUp:


Usage Note
Use commit/PR auto-linking
In GitHub commits or PRs, include: ClickUp task ID (e.g. CU-123)
ClickUp will automatically attach:
- commits
- PRs
- branches
In the meanwhile, GitHub Projects is used for dev workflow, with the customized statuses columns.
👉 Note, to keep it simple, GH Projct statues are NOT synced to ClickUp statuses.
What this Setup Gives
✅ The current project management setup is:
- ClickUp = EPICs, Features, Sprints (planning layer) —> remains clean for Agile planning;
- GitHub = Issues + Projects board (execution layer) —> fast for dev work.