Experimental Pr Workflow

Experimental PR Workflow

When to Use This Skill

Activate this skill when:

• User mentions "founder mode" or references rapid experimentation
• User has made commits without associated tickets
• User asks to "formalize experimental work" or "create ticket for this"
• You detect commits on a feature branch without ticket references
• User asks to "clean up" or "properly document" exploratory work

This skill helps transition from rapid prototyping to proper workflow hygiene.

The Problem This Solves

Sometimes you need to move fast and experiment without the overhead of creating tickets and planning docs first. This is great for exploration, but eventually you need to:

1. Document what you built and why
2. Create a proper ticket for tracking
3. Get the work into a reviewable PR
4. Follow the team's standard workflow

This skill handles that transition retroactively.

Core Process

Step 1: Verify Commit Exists

Check recent commits:

git log --oneline -5

If no recent commits, help create one first or review current changes.

Step 2: Understand What Was Built

Gather context from the commit:

git show --stat HEAD
git show HEAD

Analyze the changes:

• What files were modified?
• What functionality was added/changed?
• What problem does this solve?
• What technical decisions were made?

Step 3: Create Ticket (if using a ticket system)

Create a ticket describing the work:

## Problem to Solve
[Describe the user need or pain point from a user perspective]

## Proposed Solution
[Describe what you implemented]
[Explain the technical approach taken]

## Implementation Notes
- [Key file/component modified]
- [Technical decision made]

## References
- Commit: [SHA]
- Branch: [current branch name]

Important: You MUST gather a "Problem to Solve" - don't just document implementation.

Step 4: Create Proper Git Branch

Ensure you're on main first:

git checkout main

Create the new branch with proper naming:

git checkout -b [TICKET-ID]-[description]

Cherry-pick your experimental commit(s):

git cherry-pick [COMMIT_SHA]

Step 5: Push and Create PR

Push the branch to remote:

git push -u origin [BRANCH_NAME]

Create the pull request:

gh pr create --fill

Step 6: Generate PR Description

Hand off to the pr-description-generator skill to create a comprehensive PR description.

Key Principles

1. Problem-First Thinking

Even though the solution is already implemented, focus on articulating the problem clearly.

Bad:

Problem: Need Redis caching
Solution: Added Redis caching

Good:

Problem: Dashboard loads take 3-5 seconds due to repeated database queries. 
Users report slow experience especially during peak hours.

Solution: Implemented Redis-based caching for frequently accessed dashboard 
data with 5-minute TTL. Reduces response times to under 500ms.

2. Preserve Git History

Always use cherry-pick to move commits to the new branch, never rewrite history with rebase unless absolutely necessary.

3. Clean Transition

The goal is to make it look like proper process was followed:

• Ticket exists and is tracked
• Branch name follows convention
• PR has comprehensive description
• All verification steps are documented

4. Don't Skip Understanding

Even if the code is already written, take time to understand:

• What problem it solves
• Why this approach
• What the tradeoffs are
• How it impacts users

Variations and Edge Cases

Multiple Experimental Commits

git log main..HEAD --oneline
git checkout main
git checkout -b [BRANCH_NAME]
git cherry-pick [FIRST_SHA]^..[LAST_SHA]

Already on Feature Branch (poorly named)

git checkout main
git checkout -b [NEW_BRANCH_NAME]
git cherry-pick main..[OLD_BRANCH_NAME]
git push -u origin [NEW_BRANCH_NAME]

No Ticket System

Skip ticket creation, focus on proper branch naming and PR description.

Success Criteria

You've succeeded when:

• Ticket exists with clear problem statement (if using ticket system)
• Branch name follows team convention
• PR is created and linked to ticket
• PR has comprehensive description
• Commit history is preserved correctly
• Everything is pushed to remote

Notes

• This skill enables fast iteration while maintaining eventual consistency with process
• It's a "get out of jail free" card for exploratory work
• Don't abuse it - proper planning upfront is still better when possible
• The skill automates the tedious cleanup work of formalizing experiments

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