
GitHub Code Review
FreeStreamline your code review process with GitHub integration.
Free · Opens the source repo
What GitHub Code Review does
GitHub Code Review is a skill designed for developers who want to enhance their code review workflow, whether reviewing local changes before pushing or examining open pull requests on GitHub. This skill leverages standard git commands for local reviews, ensuring that it can be used in various environments without requiring external APIs for basic functionality. For interactions with GitHub, it utilizes the GitHub CLI (gh) or REST API calls via curl, depending on the user's setup and preferences.
To get started, users need to be authenticated with GitHub and operating within a git repository. The skill provides a comprehensive set of commands to obtain diffs, view commit logs, and identify potential issues in the code, such as debug statements or security concerns. Users can perform a structured review of their changes, summarizing critical issues, warnings, and suggestions effectively, making it easier to communicate feedback.
For reviewing pull requests, the skill offers commands to view PR details, check out branches locally, and leave comments directly on GitHub. This flexibility allows users to engage with the review process seamlessly, whether they prefer using the GitHub CLI or traditional git commands. By integrating these functionalities, the GitHub Code Review skill empowers developers to maintain high code quality and foster collaboration within their teams.
This skill is particularly useful for teams that follow a pull request workflow and need a systematic approach to code reviews. It helps ensure that code changes are thoroughly vetted before being merged, reducing the likelihood of introducing bugs or security vulnerabilities into the codebase.
When to use it
Use this skill when you need to review local changes or pull requests on GitHub, especially if you prefer using command-line tools.
When not to use it
This skill may not be suitable for those who prefer graphical interfaces for code reviews or require advanced features not covered by basic git functionality.
What you can build with it
Reviewing Local Changes Before Push
Use the skill to examine staged changes and get a detailed diff against the main branch before pushing your code.
Analyzing Pull Requests
Quickly view and comment on open pull requests using the GitHub CLI or API, streamlining your review process.
Providing Structured Feedback
Generate a clear summary of critical issues and suggestions to communicate effectively with your team.
How to install GitHub Code Review
View source1. Install with the skills CLI
npx skills add nousresearch/hermes-agent/github-code-review --agent claude-code2. Or install it manually
Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.
Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs
Inside SKILL.md
Written by nousresearchGitHub Code Review
Perform code reviews on local changes before pushing, or review open PRs on GitHub. Most of this skill uses plain git — the gh/curl split only matters for PR-level interactions.
Prerequisites
- Authenticated with GitHub (see
github-authskill) - Inside a git repository
Setup (for PR interactions)
if command -v gh &>/dev/null && gh auth status &>/dev/null; then
AUTH="gh"
else
AUTH="git"
if [ -z "$GITHUB_TOKEN" ]; then
if _hermes_env="${HERMES_HOME:-$HOME/.hermes}/.env"; [ -f "$_hermes_env" ] && grep -q "^GITHUB_TOKEN=" "$_hermes_env"; then
GITHUB_TOKEN=$(grep "^GITHUB_TOKEN=" "$_hermes_env" | head -1 | cut -d= -f2 | tr -d '\n\r')
elif grep -q "github.com" ~/.git-credentials 2>/dev/null; then
GITHUB_TOKEN=$(uv run python3 "${HERMES_HOME:-$HOME/.hermes}/skills/github/github-auth/scripts/git-credential-token.py")
fi
fi
fi
REMOTE_URL=$(git remote get-url origin)
OWNER_REPO=$(echo "$REMOTE_URL" | sed -E 's|.*github\.com[:/]||; s|\.git$||')
OWNER=$(echo "$OWNER_REPO" | cut -d/ -f1)
REPO=$(echo "$OWNER_REPO" | cut -d/ -f2)
1. Reviewing Local Changes (Pre-Push)
This is pure git — works everywhere, no API needed.
Get the Diff
# Staged changes (what would be committed)
git diff --staged
# All changes vs main (what a PR would contain)
git diff main...HEAD
# File names only
git diff main...HEAD --name-only
# Stat summary (insertions/deletions per file)
git diff main...HEAD --stat
Review Strategy
- Get the big picture first:
git diff main...HEAD --stat
git log main..HEAD --oneline
- Review file by file — use
read_fileon changed files for full context, and the diff to see what changed:
git diff main...HEAD -- src/auth/login.py
- Check for common issues:
# Debug statements, TODOs, console.logs left behind
git diff main...HEAD | grep -n "print(\|console\.log\|TODO\|FIXME\|HACK\|XXX\|debugger"
# Large files accidentally staged
git diff main...HEAD --stat | sort -t'|' -k2 -rn | head -10
# Secrets or credential patterns
git diff main...HEAD | grep -in "password\|secret\|api_key\|token.*=\|private_key"
# Merge conflict markers
git diff main...HEAD | grep -n "<<<<<<\|>>>>>>\|======="
- Present structured feedback to the user.
Review Output Format
When reviewing local changes, present findings in this structure:
## Code Review Summary
### Critical
- **src/auth.py:45** — SQL injection: user input passed directly to query.
Suggestion: Use parameterized queries.
### Warnings
- **src/models/user.py:23** — Password stored in plaintext. Use bcrypt or argon2.
- **src/api/routes.py:112** — No rate limiting on login endpoint.
### Suggestions
- **src/utils/helpers.py:8** — Duplicates logic in `src/core/utils.py:34`. Consolidate.
- **tests/test_auth.py** — Missing edge case: expired token test.
### Looks Good
- Clean separation of concerns in the middleware layer
- Good test coverage for the happy path
2. Reviewing a Pull Request on GitHub
View PR Details
With gh:
gh pr view 123
gh pr diff 123
gh pr diff 123 --name-only
With git + curl:
PR_NUMBER=123
# Get PR details
curl -s \
-H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER \
| python3 -c "
import sys, json
pr = json.load(sys.stdin)
print(f\"Title: {pr['title']}\")
print(f\"Author: {pr['user']['login']}\")
print(f\"Branch: {pr['head']['ref']} -> {pr['base']['ref']}\")
print(f\"State: {pr['state']}\")
print(f\"Body:\n{pr['body']}\")"
# List changed files
curl -s \
-H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER/files \
| python3 -c "
import sys, json
for f in json.load(sys.stdin):
print(f\"{f['status']:10} +{f['additions']:-4} -{f['deletions']:-4} {f['filename']}\")"
Check Out PR Locally for Full Review
This works with plain git — no gh needed:
# Fetch the PR branch and check it out
git fetch origin pull/123/head:pr-123
git checkout pr-123
# Now you can use read_file, search_files, run tests, etc.
# View diff against the base branch
git diff main...pr-123
With gh (shortcut):
gh pr checkout 123
Leave Comments on a PR
General PR comment — with gh:
gh pr comment 123 --body "Overall looks good, a few suggestions below."
General PR comment — with curl:
curl -s -X POST \
-H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$OWNER/$REPO/issues/$PR_NUMBER/comments \
-d '{"body": "Overall looks good, a few suggestions below."}'
Leave Inline Review Comments
Single inline comment — with gh (via API):
HEAD_SHA=$(gh pr view 123 --json headRefOid --jq '.headRefOid')
gh api repos/$OWNER/$REPO/pulls/123/comments \
--method POST \
-f body="This could be simplified with a list comprehension." \
-f path="src/auth/login.py" \
-f commit_id="$HEAD_SHA" \
-f line=45 \
-f side="RIGHT"
Single inline comment — with curl:
# Get the head commit SHA
HEAD_SHA=$(curl -s \
-H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER \
| python3 -c "import sys,json; print(json.load(sys.stdin)['head']['sha'])")
curl -s -X POST \
-H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER/comments \
-d "{
\"body\": \"This could be simplified with a list comprehension.\",
\"path\": \"src/auth/login.py\",
\"commit_id\": \"$HEAD_SHA\",
\"line\": 45,
\"side\": \"RIGHT\"
}"
Submit a Formal Review (Approve / Request Changes)
With gh:
gh pr review 123 --approve --body "LGTM!"
gh pr review 123 --request-changes --body "See inline comments."
gh pr review 123 --comment --body "Some suggestions, nothing blocking."
With curl — multi-comment review submitted atomically:
HEAD_SHA=$(curl -s \
-H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER \
| python3 -c "import sys,json; print(json.load(sys.stdin)['head']['sha'])")
curl -s -X POST \
-H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER/reviews \
-d "{
\"commit_id\": \"$HEAD_SHA\",
\"event\": \"COMMENT\",
\"body\": \"Code review from Hermes Agent\",
\"comments\": [
{\"path\": \"src/auth.py\", \"line\": 45, \"body\": \"Use parameterized queries to prevent SQL injection.\"},
{\"path\": \"src/models/user.py\", \"line\": 23, \"body\": \"Hash passwords with bcrypt before storing.\"},
{\"path\": \"tests/test_auth.py\", \"line\": 1, \"body\": \"Add test for expired token edge case.\"}
]
}"
Event values: "APPROVE", "REQUEST_CHANGES", "COMMENT"
The line field refers to the line number in the new version of the file. For deleted lines, use "side": "LEFT".
3. Review Checklist
When performing a code review (local or PR), systematically check:
Correctness
- Does the code do what it claims?
- Edge cases handled (empty inputs, nulls, large data, concurrent access)?
- Error paths handled gracefully?
Security
- No hardcoded secrets, credentials, or API keys
- Input validation on user-facing inputs
- No SQL injection, XSS, or path traversal
- Auth/authz checks where needed
Code Quality
- Clear naming (variables, functions, classes)
- No unnecessary complexity or premature abstraction
- DRY — no duplicated logic that should be extracted
- Functions are focused (single responsibility)
Testing
- New code paths tested?
- Happy path and error cases covered?
- Tests readable and maintainable?
Performance
- No N+1 queries or unnecessary loops
- Appropriate caching where beneficial
- No blocking operations in async code paths
Documentation
- Public APIs documented
- Non-obvious logic has comments explaining "why"
- README updated if behavior changed
4. Pre-Push Review Workflow
When the user asks you to "review the code" or "check before pushing":
git diff main...HEAD --stat— see scope of changesgit diff main...HEAD— read the full diff- For each changed file, use
read_fileif you need more context - Apply the checklist above
- Present findings in the structured format (Critical / Warnings / Suggestions / Looks Good)
- If critical issues found, offer to fix them before the user pushes
5. PR Review Workflow (End-to-End)
When the user asks you to "review PR #N", "look at this PR", or gives you a PR URL, follow this recipe:
Step 1: Set up environment
source "${HERMES_HOME:-$HOME/.hermes}/skills/github/github-auth/scripts/gh-env.sh"
# Or run the inline setup block from the top of this skill
Step 2: Gather PR context
Get the PR metadata, description, and list of changed files to understand scope before diving into code.
With gh:
gh pr view 123
gh pr diff 123 --name-only
gh pr checks 123
With curl:
PR_NUMBER=123
# PR details (title, author, description, branch)
curl -s -H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$GH_OWNER/$GH_REPO/pulls/$PR_NUMBER
# Changed files with line counts
curl -s -H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$GH_OWNER/$GH_REPO/pulls/$PR_NUMBER/files
Step 3: Check out the PR locally
This gives you full access to read_file, search_files, and the ability to run tests.
git fetch origin pull/$PR_NUMBER/head:pr-$PR_NUMBER
git checkout pr-$PR_NUMBER
Step 4: Read the diff and understand changes
# Full diff against the base branch
git diff main...HEAD
# Or file-by-file for large PRs
git diff main...HEAD --name-only
# Then for each file:
git diff main...HEAD -- path/to/file.py
For each changed file, use read_file to see full context around the changes — diffs alone can miss issues visible only with surrounding code.
Step 5: Run automated checks locally (if applicable)
# Run tests if there's a test suite
python -m pytest 2>&1 | tail -20
# or: npm test, cargo test, go test ./..., etc.
# Run linter if configured
ruff check . 2>&1 | head -30
# or: eslint, clippy, etc.
Step 6: Apply the review checklist (Section 3)
Go through each category: Correctness, Security, Code Quality, Testing, Performance, Documentation.
Step 7: Post the review to GitHub
Collect your findings and submit them as a formal review with inline comments.
With gh:
# If no issues — approve
gh pr review $PR_NUMBER --approve --body "Reviewed by Hermes Agent. Code looks clean — good test coverage, no security concerns."
# If issues found — request changes with inline comments
gh pr review $PR_NUMBER --request-changes --body "Found a few issues — see inline comments."
With curl — atomic review with multiple inline comments:
HEAD_SHA=$(curl -s -H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$GH_OWNER/$GH_REPO/pulls/$PR_NUMBER \
| python3 -c "import sys,json; print(json.load(sys.stdin)['head']['sha'])")
# Build the review JSON — event is APPROVE, REQUEST_CHANGES, or COMMENT
curl -s -X POST \
-H "Authorization: token $GITHUB_TOKEN" \
https://api.github.com/repos/$GH_OWNER/$GH_REPO/pulls/$PR_NUMBER/reviews \
-d "{
\"commit_id\": \"$HEAD_SHA\",
\"event\": \"REQUEST_CHANGES\",
\"body\": \"## Hermes Agent Review\n\nFound 2 issues, 1 suggestion. See inline comments.\",
\"comments\": [
{\"path\": \"src/auth.py\", \"line\": 45, \"body\": \"🔴 **Critical:** User input passed directly to SQL query — use parameterized queries.\"},
{\"path\": \"src/models.py\", \"line\": 23, \"body\": \"⚠️ **Warning:** Password stored without hashing.\"},
{\"path\": \"src/utils.py\", \"line\": 8, \"body\": \"💡 **Suggestion:** This duplicates logic in core/utils.py:34.\"}
]
}"
Step 8: Also post a summary comment
In addition to inline comments, leave a top-level summary so the PR author gets the full picture at a glance. Use the review output format from references/review-output-template.md.
With gh:
gh pr comment $PR_NUMBER --body "$(cat <<'EOF'
## Code Review Summary
**Verdict: Changes Requested** (2 issues, 1 suggestion)
### 🔴 Critical
- **src/auth.py:45** — SQL injection vulnerability
### ⚠️ Warnings
- **src/models.py:23** — Plaintext password storage
### 💡 Suggestions
- **src/utils.py:8** — Duplicated logic, consider consolidating
### ✅ Looks Good
- Clean API design
- Good error handling in the middleware layer
---
*Reviewed by Hermes Agent*
EOF
)"
Step 9: Clean up
git checkout main
git branch -D pr-$PR_NUMBER
Decision: Approve vs Request Changes vs Comment
- Approve — no critical or warning-level issues, only minor suggestions or all clear
- Request Changes — any critical or warning-level issue that should be fixed before merge
- Comment — observations and suggestions, but nothing blocking (use when you're unsure or the PR is a draft)
Frequently asked questions about GitHub Code Review
Similar skills
Quality Playbook Generator
Run comprehensive quality audits on any codebase.
PR Draft Summary
Automate PR summary generation for openai-agents-python.
Final Release Review
Streamline your release candidate audits with ease.
Unit Test Vue Pinia
Efficiently write and review unit tests for Vue 3 applications.
Slang Shader Expert
Optimize and integrate Slang shaders with ease.
Telemetry Standards
Ensure consistent event tracking in Supabase Studio.
