Implementation:ThreeSR Awesome Inference Time Scaling GitHub Pull Request

Metadata
Knowledge Sources	Awesome Inference Time Scaling
Domains	Open_Source, Version_Control, Curation
Last Updated	2026-02-14 00:00 GMT

Overview

Concrete tool documentation for creating a GitHub pull request to submit paper entry contributions to the Awesome Inference Time Scaling repository, using either the GitHub web UI or the gh CLI.

Description

This implementation documents the process of creating a pull request (PR) that proposes changes from a contributor's fork to the upstream ThreeSR/Awesome-Inference-Time-Scaling repository. The PR is the mechanism by which the maintainer receives, reviews, and ultimately merges contributions.

Two tools are documented:

• GitHub Web UI -- The "New Pull Request" interface accessible from the contributor's fork or the upstream repository's compare page.
• gh CLI -- GitHub's official command-line tool, which can create PRs directly from the terminal.

Source reference: README.md:L24 -- "open a pull request"

Usage

Use this implementation after you have:

1. Forked and cloned the repository.
2. Added one or more paper entries following the template.
3. Verified the entry format.
4. Committed and pushed the changes to your fork.

This is the final step in the contributor's workflow before handing off to the maintainer for review.

Tool Reference

GitHub Web UI

Property	Value
Tool	GitHub Web Interface
Action	"New Pull Request" / "Contribute" -> "Open pull request"
Base repository	ThreeSR/Awesome-Inference-Time-Scaling
Base branch	master
Head repository	{your-username}/Awesome-Inference-Time-Scaling
Head branch	master (or feature branch)
Authentication	GitHub account (logged in)

gh CLI

Property	Value
Tool	GitHub CLI (gh)
Command	gh pr create
Installation	https://cli.github.com/
Authentication	gh auth login (one-time setup)

I/O Contract

Inputs

Input	Type	Required	Description
Committed changes	Git commits	Yes	One or more commits in the contributor's fork containing the paper entry additions
Pushed branch	Remote branch	Yes	Changes must be pushed to the fork on GitHub (not just committed locally)
PR title	String	Yes	A concise title describing the contribution (e.g., "Add [Paper Title] to [Section]")
PR description	String	No	Optional context about the paper's relevance or notes for the reviewer

Outputs

Output	Type	Description
Pull Request	GitHub PR	A pull request targeting ThreeSR/Awesome-Inference-Time-Scaling:master with the proposed changes
PR URL	URL	The URL of the created pull request (e.g., https://github.com/ThreeSR/Awesome-Inference-Time-Scaling/pull/{number})
Notification	GitHub notification	The maintainer (ThreeSR) is automatically notified of the new PR

Usage Examples

Example 1: Create PR via GitHub Web UI

1. Push your changes to your fork:
      git push origin master

2. Navigate to your fork in the browser:
      https://github.com/{your-username}/Awesome-Inference-Time-Scaling

3. Click "Contribute" -> "Open pull request"
   (Or click the "Compare & pull request" banner if it appears)

4. Verify the comparison:
      Base repository: ThreeSR/Awesome-Inference-Time-Scaling  base: master
      Head repository: {your-username}/Awesome-Inference-Time-Scaling  compare: master

5. Fill in the PR details:
      Title: "Add 'Scaling LLM Test-Time Compute' to Search section"
      Description: "Adding a recent paper on optimal test-time compute scaling
                    that is relevant to the inference-time scaling topic."

6. Click "Create pull request"

7. Result: PR is created and the maintainer is notified.

Example 2: Create PR via gh CLI

# Ensure changes are pushed to your fork
git push origin master

# Create the pull request
gh pr create \
  --repo ThreeSR/Awesome-Inference-Time-Scaling \
  --title "Add 'Scaling LLM Test-Time Compute' to Search section" \
  --body "Adding a recent paper on optimal test-time compute scaling
that is relevant to the inference-time scaling topic."

# Expected output:
# Creating pull request for {your-username}:master into ThreeSR:master
# https://github.com/ThreeSR/Awesome-Inference-Time-Scaling/pull/{number}

Example 3: Create PR from a feature branch

# Create and switch to a feature branch
git checkout -b add-scaling-paper

# (Make changes, commit)
git add README.md
git commit -m "Add 'Scaling LLM Test-Time Compute' paper entry"

# Push the feature branch
git push origin add-scaling-paper

# Create PR from the feature branch
gh pr create \
  --repo ThreeSR/Awesome-Inference-Time-Scaling \
  --head "{your-username}:add-scaling-paper" \
  --base master \
  --title "Add 'Scaling LLM Test-Time Compute' to Search section" \
  --body "Adding a new paper entry following the repository template."

Related Pages

• Principle:ThreeSR_Awesome_Inference_Time_Scaling_Pull_Request_Submission -- The principle of submitting changes from a fork to the upstream project via GitHub's pull request mechanism.
• Environment:ThreeSR_Awesome_Inference_Time_Scaling_GitHub_Account_Environment