
Second Opinion
FreeGet independent code reviews from external LLMs.
Free · Opens the source repo
What Second Opinion does
The Second Opinion skill allows developers to leverage external language models, specifically OpenAI Codex and Google Gemini, for independent code reviews. This skill is particularly useful for obtaining a fresh perspective on code changes, branch diffs, or specific commits. By integrating these powerful tools, users can enhance their code quality through additional scrutiny before finalizing their work.
When invoked, the skill enables users to request a review of their code changes, whether they are uncommitted, part of a branch, or a specific commit. It supports a variety of review focuses, such as security, performance, and error handling, allowing developers to tailor the review process to their specific needs. The skill's ability to compare outputs from both Codex and Gemini provides a comprehensive understanding of potential issues in the code, making it an essential tool for developers looking to improve their coding practices.
To use the skill, developers must have the Codex CLI or Gemini CLI installed and configured with the appropriate API keys. The skill operates in a headless mode, automatically executing the necessary commands to gather and analyze the code without user interaction. This feature streamlines the review process, making it efficient and effective for busy developers. However, users should be cautious with the Gemini CLI's --yolo flag, which allows for automatic execution of commands without confirmation, emphasizing the importance of careful usage in sensitive environments.
When to use it
Use this skill when you need a second opinion on code changes or want to review branch diffs before creating a pull request.
When not to use it
Avoid this skill if neither the Codex CLI nor Gemini CLI is installed, or if you are reviewing non-code files.
What you can build with it
Pre-commit Review
Run a quick review of uncommitted changes to catch potential issues before committing.
Branch Comparison
Compare branch diffs against the main branch to ensure quality before opening a pull request.
Focused Security Review
Request a security-focused review of specific code changes to identify vulnerabilities.
How to install Second Opinion
View source1. Install with the skills CLI
npx skills add trailofbits/skills/second-opinion --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 trailofbitsSecond Opinion
Shell out to external LLM CLIs for an independent code review powered by a separate model. Supports OpenAI Codex CLI and Google Gemini CLI.
When to Use
- Getting a second opinion on code changes from a different model
- Reviewing branch diffs before opening a PR
- Checking uncommitted work for issues before committing
- Running a focused review (security, performance, error handling)
- Comparing review output from multiple models
When NOT to Use
- Neither Codex CLI nor Gemini CLI is installed
- No API key or subscription configured for either tool
- Reviewing non-code files (documentation, config)
- You want Claude's own review (just ask Claude directly)
Safety Note
Gemini CLI is invoked with --yolo, which auto-approves all
tool calls without confirmation. This is required for headless
(non-interactive) operation but means Gemini will execute any
tool actions its extensions request without prompting.
Quick Reference
# Codex (headless exec with structured JSON output)
codex exec --sandbox read-only --ephemeral \
--output-schema codex-review-schema.json \
-o "$output_file" - < "$prompt_file"
# Gemini (code review extension)
gemini -p "/code-review" --yolo -e code-review
# Gemini (headless with diff — see references/ for full pattern)
git diff HEAD > /tmp/review-diff.txt
{ printf '%s\n\n' 'Review this diff for issues.'; cat /tmp/review-diff.txt; } \
| gemini -p - --yolo -m gemini-3.1-pro-preview
Invocation
1. Gather context interactively
Use AskUserQuestion to collect review parameters in one shot.
Adapt the questions based on what the user already provided
in their invocation (skip questions they already answered).
Combine all applicable questions into a single AskUserQuestion
call (max 4 questions).
Question 1 — Tool (skip if user already specified):
header: "Review tool"
question: "Which tool should run the review?"
options:
- "Both Codex and Gemini (Recommended)" → run both in parallel
- "Codex only" → codex exec
- "Gemini only" → gemini CLI
Question 2 — Scope (skip if user already specified):
header: "Review scope"
question: "What should be reviewed?"
options:
- "Uncommitted changes" → git diff HEAD + untracked files
- "Branch diff vs main" → git diff <branch>...HEAD (auto-detect default branch)
- "Specific commit" → git diff <sha>~1..<sha> (follow up for SHA)
Question 3 — Project context (skip if neither CLAUDE.md nor AGENTS.md exists):
Check for CLAUDE.md first, then AGENTS.md in the repo root. Only show this question if at least one exists.
header: "Project context"
question: "Include project conventions file so the review
checks against your standards?"
options:
- "Yes, include it"
- "No, standard review"
Question 4 — Review focus (always ask):
header: "Review focus"
question: "Any specific focus areas for the review?"
options:
- "General review" → no custom prompt
- "Security & auth" → security-focused prompt
- "Performance" → performance-focused prompt
- "Error handling" → error handling-focused prompt
2. Run the tool directly
Do not pre-check tool availability. Run the selected tool immediately. If the command fails with "command not found" or an extension is missing, report the install command from the Error Handling table below and skip that tool (if "Both" was selected, run only the available one).
Diff Preview
After collecting answers, show the diff stats:
# For uncommitted (tracked + untracked):
git diff --stat HEAD
git ls-files --others --exclude-standard
# For branch diff:
git diff --stat <branch>...HEAD
# For specific commit:
git diff --stat <sha>~1..<sha>
If the diff is empty, stop and tell the user.
If the diff is very large (>2000 lines changed), warn the user and ask whether to proceed or narrow the scope.
Skipping Inapplicable Checks
After determining the diff scope, skip checks that don't apply to the files actually changed.
Dependency Scanning
Only run /security:scan-deps when the diff touches dependency
manifest files. Check with:
git diff --name-only <scope> \
| grep -qiE '(package\.json|package-lock|yarn\.lock|pnpm-lock|Gemfile|\.gemspec|requirements\.txt|setup\.py|setup\.cfg|pyproject\.toml|poetry\.lock|uv\.lock|Cargo\.toml|Cargo\.lock|go\.mod|go\.sum|composer\.json|composer\.lock|Pipfile)'
If no dependency files are in the diff, skip the scan even when security focus is selected. The scan analyzes the entire project's dependency tree regardless of diff scope, so it adds significant time for zero value when dependencies weren't touched.
Auto-detect Default Branch
For branch diff scope, detect the default branch name:
git symbolic-ref refs/remotes/origin/HEAD 2>/dev/null \
| sed 's@^refs/remotes/origin/@@' || echo main
Codex Invocation
See references/codex-invocation.md for full details on command syntax, prompt assembly, and the structured output schema.
Summary:
- Uses
codex exec(notcodex review) for headless operation - Model:
gpt-5.5, reasoning:xhigh - Uses OpenAI's published code review prompt (fine-tuned into the model)
- Diff is generated manually and piped via stdin with the prompt
--output-schemaproduces structured JSON findings-ocaptures only the final message (no thinking/exec noise)- All three scopes (uncommitted, branch, commit) support project context and focus instructions (no limitations)
- Falls back to
gpt-5.4on auth errors - Output is clean JSON — parse and present findings by priority
- Set
timeout: 600000on the Bash call
Gemini Invocation
See references/gemini-invocation.md for full details on flags, scope mapping, and extension usage.
Summary:
- Model:
gemini-3.1-pro-preview, flags:--yolo,-e,-m - For uncommitted general review:
gemini -p "/code-review" --yolo -e code-review - For branch/commit diffs: pipe
git diffintogemini -p - Security extension name is
gemini-cli-security(notsecurity) /security:analyzeis interactive-only — use-pwith a security prompt instead- Run
/security:scan-depsonly when security focus is selected AND the diff touches dependency manifest files (see Diff-Aware Optimizations) - Set
timeout: 600000on the Bash call
Scope mapping for git diff (Gemini has no built-in scope flags):
| Scope | Diff command |
|---|---|
| Uncommitted | git diff HEAD + untracked (see codex-invocation.md) |
| Branch diff | git diff <branch>...HEAD |
| Specific commit | git diff <sha>~1..<sha> |
Running Both
When the user picks "Both" (the default):
- Run Codex and Gemini in parallel — issue both Bash tool calls in a single response. Both commands are read-only (they review diffs via external APIs) so there is no shared state or git lock contention.
- Collect both results, then present with clear headers:
## Codex Review (gpt-5.5)
<codex output>
## Gemini Review (gemini-3.1-pro-preview)
<gemini output>
Summarize where the two reviews agree and differ.
Error Handling
| Error | Action |
|---|---|
codex: command not found | Tell user: npm i -g @openai/codex |
gemini: command not found | Tell user: npm i -g @google/gemini-cli |
Gemini code-review extension missing | Tell user: gemini extensions install https://github.com/gemini-cli-extensions/code-review |
Gemini gemini-cli-security extension missing | Tell user: gemini extensions install https://github.com/gemini-cli-extensions/security |
| Model auth error (Codex) | Retry with gpt-5.4 |
| Empty diff | Tell user there are no changes to review |
| Timeout | Inform user and suggest narrowing the diff scope |
| Tool partially unavailable | Run only the available tool, note the skip |
Examples
Both tools (default):
User: /second-opinion
Claude: [asks 4 questions: tool, scope, context, focus]
User: picks "Both", "Branch diff", "Yes include CLAUDE.md", "Security"
Claude: [detects default branch = main]
Claude: [shows diff --stat: 6 files, +103 -15]
Claude: [assembles prompt with review instructions + CLAUDE.md + security focus + diff]
Claude: [runs codex exec and gemini in parallel]
Claude: [reads codex output file, parses structured findings]
Claude: [presents both reviews, highlights agreements/differences]
Codex only with inline args:
User: /second-opinion check uncommitted changes for bugs
Claude: [scope known: uncommitted, focus known: custom]
Claude: [asks 2 questions: tool, project context]
User: picks "Codex only", "No context"
Claude: [shows diff --stat: 3 files, +45 -10]
Claude: [writes prompt file with review instructions + diff]
Claude: [runs codex exec, reads structured JSON output]
Claude: [presents findings by priority with file:line refs]
Gemini only:
User: /second-opinion
Claude: [asks 4 questions]
User: picks "Gemini only", "Uncommitted", "No", "General"
Claude: [shows diff --stat: 2 files, +20 -5]
Claude: [runs gemini -p "/code-review" --yolo -e code-review]
Claude: [presents review]
Large diff warning:
User: /second-opinion
Claude: [asks questions] → user picks "Both", "Uncommitted", "General"
Claude: [shows diff --stat: 45 files, +3200 -890]
Claude: "Large diff (3200+ lines). Proceed, or narrow the scope?"
User: "proceed"
Claude: [runs both reviews]
Frequently asked questions about Second Opinion
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