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Get Started Free →Expert multi-AI code review with inline PR comments — use for thorough quality and security analysis
.claude/skills/nyldn-skill-code-review/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-13 | ✗→✓ | ▲ Improved | 91% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 101% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 57% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 174% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 157% | 0% |
When this skill is invoked, you MUST execute the multi-LLM review pipeline. You are PROHIBITED from:
Your first output line MUST be: 🐙 **CLAUDE OCTOPUS ACTIVATED** - Multi-LLM Code Review
Invokes the code-reviewer persona for thorough code analysis during the ink (deliver) phase.
For fast sanity checks (staged changes, small PRs), skip the full review pipeline and run just two phases:
bash# Quick: grasp (consensus on scope) → tangle (parallel review) ${HOME}/.claude-octopus/plugin/scripts/orchestrate.sh grasp "[review request]" ${HOME}/.claude-octopus/plugin/scripts/orchestrate.sh tangle "[synthesized scope]"
Use quick mode when user says "check this PR", "quick review", "sanity check my changes", or for pre-commit checks. Use the full review for PRs with security/architecture impact.
bash# Via orchestrate.sh ${HOME}/.claude-octopus/plugin/scripts/orchestrate.sh spawn code-reviewer "Review this pull request for security issues" # Via auto-routing (detects review intent) ${HOME}/.claude-octopus/plugin/scripts/orchestrate.sh auto "review the authentication implementation"
This skill wraps the code-reviewer persona defined in:
agents/personas/code-reviewer.mdcodex-reviewgpt-5.2-codexink"Review this PR for OWASP Top 10 vulnerabilities"
"Analyze the error handling in src/api/"
"Check for memory leaks in the connection pool"
"Review the test coverage for the auth module"When the review context indicates AI-assisted, Autonomous / Dark Factory, or unclear provenance, raise the rigor bar. Do not treat generated code as trustworthy just because it is polished.
Check for concrete signs that the change followed red-green-refactor rather than test-after implementation:
Elevate or add findings when you see patterns common in high-autonomy output:
Add a short section to the review synthesis when autonomy or TDD is in scope:
markdown## TDD / Autonomy Assessment - Provenance: Human-authored | AI-assisted | Autonomous / Dark Factory | Unknown - TDD evidence: Confirmed | Partial | Unknown - Autonomous risk signals: None | Minor | Significant - Recommendation: Ship | Fix before merge | Re-run with /octo:tdd or tighter supervision
After the code-reviewer persona completes, run stub detection to verify implementation completeness.
Step 1: Get changed files
bash# Get files changed in the commit/PR if [ -n "$COMMIT_RANGE" ]; then changed_files=$(git diff --name-only "$COMMIT_RANGE") else changed_files=$(git diff --name-only HEAD~1..HEAD) fi # Filter for source code files source_files=$(echo "$changed_files" | grep -E "\.(ts|tsx|js|jsx|py|go)$")
Step 2: Check for stub patterns
For each changed file, check for common stub indicators:
bashfor file in $source_files; do echo "Checking $file for stubs..." # Check 1: Comment-based stubs stub_count=$(grep -E "(TODO|FIXME|PLACEHOLDER|XXX)" "$file" 2>/dev/null | wc -l | tr -d ' ') if [ "$stub_count" -gt 0 ]; then echo "⚠️ WARNING: Found $stub_count stub indicators in $file" grep -n -E "(TODO|FIXME|PLACEHOLDER)" "$file" | head -3 fi # Check 2: Empty function bodies empty_functions=$(grep -E "function.*\{\s*\}|const.*=>.*\{\s*\}" "$file" 2>/dev/null | wc -l | tr -d ' ') if [ "$empty_functions" -gt 0 ]; then echo "❌ ERROR: Found $empty_functions empty functions in $file" echo " Empty functions must be implemented before merge" fi # Check 3: Return null/undefined null_returns=$(grep -E "return (null|undefined);" "$file" 2>/dev/null | wc -l | tr -d ' ') if [ "$null_returns" -gt 0 ]; then echo "⚠️ WARNING: Found $null_returns null/undefined returns in $file" echo " Verify these are intentional, not stubs" fi # Check 4: Substantive content check substantive_lines=$(grep -vE "^\s*(//|/\*|\*|import|export|$)" "$file" 2>/dev/null | wc -l | tr -d ' ') if [[ "$file" == *.tsx ]] && [ "$substantive_lines" -lt 10 ]; then echo "⚠️ WARNING: Component $file only has $substantive_lines substantive lines" echo " Components should typically be >10 lines" fi # Check 5: Mock/test data in production mock_data=$(grep -E "const.*(mock|test|dummy|fake).*=" "$file" 2>/dev/null | wc -l | tr -d ' ') if [ "$mock_data" -gt 0 ]; then echo "⚠️ WARNING: Found $mock_data references to mock/test data in $file" echo " Ensure these are not placeholders for production code" fi done
Step 3: Add findings to review synthesis
Include stub detection results in the review output:
markdown## Implementation Completeness **Stub Detection Results:** ✅ **Fully Implemented Files:** - src/components/UserProfile.tsx (42 substantive lines) - src/api/users.ts (67 substantive lines) ⚠️ **Files with Warnings:** - src/components/Dashboard.tsx - 3 TODO comments (non-blocking) - Consider addressing before release ❌ **Files Requiring Implementation:** - src/utils/analytics.ts - 2 empty functions detected (BLOCKING) - Must implement before merge **Verification Levels:** - Level 1 (Exists): 5/5 files ✅ - Level 2 (Substantive): 3/5 files ⚠️ - Level 3 (Wired): 4/5 files ✅ - Level 4 (Functional): Tests pending **Recommendation:** - Fix empty functions in analytics.ts before merge - Address TODO comments in Dashboard.tsx in follow-up PR - All other files meet implementation standards
See .claude/references/stub-detection.md for comprehensive patterns and detection strategies.
BLOCKING Issues (must fix):
NON-BLOCKING Issues (note in review):
After generating the review synthesis, check if the current branch has an open PR and offer to post findings as a PR comment.
bash# Check if we're on a branch with an open PR CURRENT_BRANCH=$(git rev-parse --abbrev-ref HEAD 2>/dev/null || echo "") PR_NUM="" if [[ -n "$CURRENT_BRANCH" && "$CURRENT_BRANCH" != "main" && "$CURRENT_BRANCH" != "master" ]]; then if command -v gh &>/dev/null; then PR_NUM=$(gh pr list --head "$CURRENT_BRANCH" --json number --jq '.[0].number' 2>/dev/null || echo "") fi fi
If an open PR exists, post the review findings as a PR comment:
bashif [[ -n "$PR_NUM" ]]; then echo "Found open PR #${PR_NUM} on branch ${CURRENT_BRANCH}" # Build the review comment body from synthesis REVIEW_BODY="## Code Review — Claude Octopus ${REVIEW_SYNTHESIS} --- *Review generated by Claude Octopus (/octo:review)* *Providers: available external providers + 🔵 Claude*" # Post through the outbound credential gate. Never interpolate generated # Markdown directly into a gh shell argument. REPO_SLUG=$(gh repo view --json nameWithOwner --jq .nameWithOwner) if ! "${CLAUDE_PLUGIN_ROOT:-${HOME}/.claude-octopus/plugin}/scripts/safe-gh-comment.sh" \ --repo "$REPO_SLUG" pr-comment "$PR_NUM" - <<< "$REVIEW_BODY"; then echo "GitHub write state is unknown; check for the review comment before retrying:" >&2 gh pr view "$PR_NUM" --repo "$REPO_SLUG" --comments || true return 1 2>/dev/null || exit 1 fi echo "Review posted to PR #${PR_NUM}" # Update agent registry if this agent is tracked REGISTRY="${HOME}/.claude-octopus/plugin/scripts/agent-registry.sh" if [[ -x "$REGISTRY" ]]; then AGENT_ID=$(git rev-parse --abbrev-ref HEAD 2>/dev/null || echo "") "$REGISTRY" update "$AGENT_ID" --pr "$PR_NUM" 2>/dev/null || true fi fi
If no PR exists: Skip posting, present review in terminal only. If gh CLI not available: Skip posting, suggest user install GitHub CLI.
/octo:deliver, /octo:factory, or /octo:embrace (automated workflows)/octo:review — use AskUserQuestion: "PR #N found. Post review findings as a PR comment?" Options: "Yes, post to PR", "No, terminal only"
Other measured skills in the registry, with their headline benchmark lift.