github-code-review
Skill546 starsChanged 6 months agoMITView on GitHub
Review code changes by analyzing git diffs, leaving inline comments on PRs, and performing thorough pre-push review. Works with gh CLI or falls back to git + GitHub REST API via curl.
- Reads credentials
- Sends data out
We split this skill into the rules it gives an agent
10 rules. 10 are common, 0 are distinctive, and 0 are very specific to this project.
10
Common
Most of the 21 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Common: line 101
When reviewing local changes, present findings in this structure:
- Common: line 281
When performing a code review (local or PR), systematically check:
- Common: line 289
No hardcoded secrets, credentials, or API keys
- Common: line 291
No SQL injection, XSS, or path traversal
- Common: line 296
No unnecessary complexity or premature abstraction
- Common: line 306
No N+1 queries or unnecessary loops
- Common: line 308
No blocking operations in async code paths
- Common: line 319
When the user asks you to "review the code" or "check before pushing":
- Common: line 326
If critical issues found, offer to fix them before the user pushes
- Common: line 332
When the user asks you to "review PR #N", "look at this PR", or gives you a PR URL, follow this recipe:
“Common” is measured: kept by at least 6 in 10 of the 21 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
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-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 "$GITHUB_TOKEN" ]; then
if [ -f ~/.hermes/.env ] && grep -q "^GITHUB_TOKEN=" ~/.hermes/.env; then
GITHUB_TOKEN=$(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 --statReview 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 path2. Reviewing a Pull Request on GitHub
View PR Details
With gh:
gh pr view 123
gh pr diff 123
gh pr diff 123 --name-onlyWith 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-123With gh (shortcut):
gh pr checkout 123Leave 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 skillStep 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 123With 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/filesStep 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_NUMBERStep 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.pyFor 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_NUMBERDecision: 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)
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