Fix typos in Markdown files

[jbampton]

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Summary by CodeRabbit

• Documentation
  • Corrected spelling, grammar, and punctuation errors throughout project documentation and contributor guidelines.
  • Standardized capitalization and terminology formatting for consistency across documentation resources.
  • Enhanced clarity of code submission expectations for contributors.

[coderabbitai]

📝 Walkthrough

Walkthrough

This PR corrects typographical errors, spelling mistakes, and capitalization inconsistencies across documentation files. Changes include standardizing "GitHub" capitalization, fixing spelling errors (e.g., "especially," "received," "simultaneously"), and adding one line about submission quality expectations.

Changes

Cohort / File(s)	Summary
GSoC Ideas Documentation GSoC-Ideas/2026/Bot.md, GSoC-Ideas/2026/Zplit.md, GSoC-Ideas/2026/index.md	Spelling corrections ("especially," "verify," "received," "preferably," "questionnaires," "locally") and standardization of "GitHub" capitalization throughout.
Project Guidelines GoogleSummerOfCode.md	Fixed spelling ("GitHub," "simultaneously," "preceding") and added guidance that untested AI-generated code submissions will cause ineligibility.
Profile Documentation LinkedIn.md	Corrected spelling of "additionally."

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~3 minutes

Possibly related PRs

• Add Ideas for Zplit, Resonate, and add name as mentor in other projects #5: Overlapping modifications to GSoC-Ideas/2026 files (Zplit.md, index.md) with content additions and mentor details.

Suggested reviewers

• Zahnentferner

Poem

🐰 Hops through typos with glee,
GitHub now spelled correctly—hooray!
Spelling fixed, caps aligned just right,
Documentation shines so bright! ✨

🚥 Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title accurately summarizes the main change: fixing typos across multiple Markdown files (Bot.md, Zplit.md, index.md, GoogleSummerOfCode.md, LinkedIn.md).
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

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📝 Coding Plan

• Generate coding plan for human review comments

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🧹 Nitpick comments (1)

GSoC-Ideas/2026/Zplit.md (1)

38-38: Optional: Consider hyphenating compound adjective.

The phrase "real world feedback" could be written as "real-world feedback" since it functions as a compound adjective before the noun. This is a minor stylistic refinement.

📝 Optional refinement

-GSoC 2026 Contributions should conclude with a v1 deployment of Zplit to App Stores, to get the app to real users as soon as possible, and then later iterate on the App with real world feedback from users.
+GSoC 2026 Contributions should conclude with a v1 deployment of Zplit to App Stores, to get the app to real users as soon as possible, and then later iterate on the App with real-world feedback from users.

🤖 Prompt for AI Agents

Verify each finding against the current code and only fix it if needed.

In `@GSoC-Ideas/2026/Zplit.md` at line 38, Replace the unhyphenated phrase "real
world feedback" with the hyphenated "real-world feedback" in the sentence that
begins "GSoC 2026 Contributions should conclude..." (look for the phrase "real
world feedback" in Zplit.md) so the compound adjective correctly modifies "from
users".

🤖 Prompt for all review comments with AI agents

Verify each finding against the current code and only fix it if needed.

Nitpick comments:
In `@GSoC-Ideas/2026/Zplit.md`:
- Line 38: Replace the unhyphenated phrase "real world feedback" with the
hyphenated "real-world feedback" in the sentence that begins "GSoC 2026
Contributions should conclude..." (look for the phrase "real world feedback" in
Zplit.md) so the compound adjective correctly modifies "from users".

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ℹ️ Review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: cec6c547-e3d8-4f7a-816c-3e6b5ca4e32d

📥 Commits

Reviewing files that changed from the base of the PR and between 160087f and acd484f.

📒 Files selected for processing (5)

• GSoC-Ideas/2026/Bot.md
• GSoC-Ideas/2026/Zplit.md
• GSoC-Ideas/2026/index.md
• GoogleSummerOfCode.md
• LinkedIn.md