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GitHub 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-auth
```
skill)
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 "$GITHUB_TOKEN" ]; then
    if [ -f ~/.hermes/.env ] && grep -q "^GITHUB_TOKEN=" ~/.hermes/.env; then
      GITHUB_TOKEN=$(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=$(grep "github.com" ~/.git-credentials 2>/dev/null | head -1 | sed 's|https://[^:]*:\([^@]*\)@.*|\1|')
    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_file
```
on 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 changes
```
git diff main...HEAD
```
— read the full diff
For each changed file, use
```
read_file
```
if 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)

License

MIT

Quick Start

Install Command

mkdir -p ~/.hermes/skills/github/github-code-review && curl -o ~/.hermes/skills/github/github-code-review/SKILL.md https://raw.githubusercontent.com/NousResearch/hermes-agent/main/skills/github/github-code-review/SKILL.md

github-code-review

AI Skill Market Insights

Be Part of the 0+ Developer Community

GitHub Code Review

Prerequisites

Setup (for PR interactions)

1. Reviewing Local Changes (Pre-Push)

Get the Diff

Review Strategy

Review Output Format

2. Reviewing a Pull Request on GitHub

View PR Details

Check Out PR Locally for Full Review

Leave Comments on a PR

Leave Inline Review Comments

Submit a Formal Review (Approve / Request Changes)

3. Review Checklist

Correctness

Security

Code Quality

Testing

Performance

Documentation

4. Pre-Push Review Workflow

5. PR Review Workflow (End-to-End)

Step 1: Set up environment

Step 2: Gather PR context

Step 3: Check out the PR locally

Step 4: Read the diff and understand changes

Step 5: Run automated checks locally (if applicable)

Step 6: Apply the review checklist (Section 3)

Step 7: Post the review to GitHub

Step 8: Also post a summary comment

Step 9: Clean up

Decision: Approve vs Request Changes vs Comment

License

Quick Start

Install Command

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