Code Guarder

Multi-AI collaborative code review system. Uses Claude Code, Gemini CLI, Codex CLI, and OpenCode as parallel reviewers, cross-validates findings to eliminate false positives, and generates consolidated reports.

Features

Feature	Description
Multi-AI Review	Codex (default) + Claude + Gemini + OpenCode run in parallel
Agent Mode	AIs explore codebase on demand, no context limit
Cross-validation	Merge duplicates, mark confidence levels
Documentation Review	Reviews Markdown/docs changes for correctness and safety
Multi-platform	GitHub, GitLab, Gitee, GitCode support

Quick Start

# 1. Clone PR and prepare workspace
python3 scripts/fetch_pr.py "https://github.com/owner/repo/pull/123" --clone -o ./workspace

# 2. Run multi-AI review (Codex + Gemini)
python3 scripts/run_review.py --context ./workspace/review_context.json --gemini -o ./review-output

# 3. View final report
open ./review-output/final_report.html

Installation

Prerequisites

• Python 3.8+
• Node.js 18+

AI Tools

# Claude Code
npm install -g @anthropic-ai/claude-code

# Gemini CLI
npm install -g @google/gemini-cli

# Codex CLI
npm install -g @openai/codex

# OpenCode CLI
npm install -g opencode-ai

Commands

Fetch and Clone PR

python3 scripts/fetch_pr.py "https://github.com/owner/repo/pull/123" --clone -o ./workspace

Run Agent Review

# Codex only (default)
python3 scripts/run_review.py --context ./workspace/review_context.json -o ./review-output

# Codex + Claude in parallel
python3 scripts/run_review.py --context ./workspace/review_context.json --claude -o ./review-output

# Codex + Gemini in parallel
python3 scripts/run_review.py --context ./workspace/review_context.json --gemini -o ./review-output

# Codex + OpenCode in parallel
python3 scripts/run_review.py --context ./workspace/review_context.json --opencode -o ./review-output

# All four AI reviewers (Codex + Claude + Gemini + OpenCode)
python3 scripts/run_review.py --context ./workspace/review_context.json --claude --gemini --opencode -o ./review-output

# Initialize AI tools before review (generates CLAUDE.md, GEMINI.md, AGENTS.md)
python3 scripts/run_review.py --context ./workspace/review_context.json --init --claude --gemini --opencode -o ./review-output

# Skip consolidation phase
python3 scripts/run_review.py --context ./workspace/review_context.json --gemini --no-consolidate -o ./review-output

# Use Codex's internal sandbox instead of the default bypass mode
python3 scripts/run_review.py --context ./workspace/review_context.json --codex-use-sandbox -o ./review-output

# Specify a non-default consolidation provider (default: codex-spark)
python3 scripts/run_review.py --context ./workspace/review_context.json --gemini --consolidation-model gemini -o ./review-output

# Explicitly pin the default GPT-5.3-Codex-Spark consolidation settings
python3 scripts/run_review.py --context ./workspace/review_context.json --consolidation-model codex-spark --codex-reasoning-effort xhigh -o ./review-output

# Use GPT-5.6-Sol for consolidation instead
python3 scripts/run_review.py --context ./workspace/review_context.json --gemini --consolidation-model codex --codex-reasoning-effort xhigh -o ./review-output

GitCode One-Click Review

# Runs fetch_pr.py --clone, copies ./openhitls/hitls4j/*.md if present,
# then runs run_review.py --init --opencode --publish-comments.
python3 scripts/gitcode_review.py openHiTLS/hitls4j 35

# Equivalent split-argument form
python3 scripts/gitcode_review.py openHiTLS hitls4j 35

Default layout for openHiTLS/hitls4j PR 35:

Path	Default
Clone workspace	./openhitls/hitls4j-35
Source checkout	./openhitls/hitls4j-35/hitls4j
Markdown source	./openhitls/hitls4j/*.md
Review output	./openhitls/hitls4j-35/pr-35

Command Line Options

Option	Description
--context, -c	Review context JSON file (from fetch_pr.py --clone)
--output, -o	Output directory (default: ./review-output)
--claude	Enable Claude Code parallel review
--gemini, -g	Enable Gemini CLI parallel review
--opencode	Enable OpenCode CLI parallel review
--codex, -x	Enable Codex CLI parallel review (default on)
--no-codex	Disable Codex CLI review
--codex-use-sandbox	Run Codex with its internal sandbox instead of the default bypass mode
--codex-reasoning-effort	Override Codex reasoning effort: low, medium, high, or xhigh (default: xhigh)
--init, -i	Initialize AI tools before review
--no-consolidate	Skip consolidation phase
--consolidation-model	AI provider/model for consolidation phase: claude, gemini, codex, codex-spark, or opencode (default: codex-spark using gpt-5.3-codex-spark; codex uses gpt-5.6-sol)
--base-ref	Base ref for diff (default: origin/main)
--head-ref	Head ref for diff (default: HEAD)
--custom-rules	Custom review rules text to inject into the review prompt
--custom-rules-file	Path to a markdown file containing custom review rules

Custom Review Rules

Inject project-specific review rules into the AI review prompt. Rules are stacked (all sources merge):

Priority	Source	Description
Highest	--custom-rules "text"	CLI inline rules (CI/CD overrides)
Medium	--custom-rules-file path	External rules file (team-shared)
Lowest	.code-guarder/review-rules.md	Project-local rules (committed to repo)

# Inline rules
python3 scripts/run_review.py --context ./workspace/review_context.json \
    --custom-rules "All crypto ops must use constant-time comparison" -o ./review-output

# Rules from file
python3 scripts/run_review.py --context ./workspace/review_context.json \
    --custom-rules-file ./team-rules/crypto-review.md -o ./review-output

# Auto-detect project rules (place .code-guarder/review-rules.md in the reviewed repo)
python3 scripts/run_review.py --context ./workspace/review_context.json -o ./review-output

See .code-guarder/review-rules.example.md for a template.

Architecture

Multi-AI Review Flow

PR URL --> fetch_pr.py --clone --> cloned repo + context.json
                                         |
                                   run_review.py
                                         |
         +----------------+----------------+----------------+----------------+
         |                |                |                |                |
     Codex CLI       Claude Code       Gemini CLI        OpenCode
     (default)        (--claude)        (--gemini)      (--opencode)
         |                |                |                |
   codex_review      claude_review     gemini_review    opencode_review
   .md/.html/.json   .md/.html/.json   .md/.html/.json  .md/.html/.json
         +----------------+----------------+----------------+----------------+
                                         |
                                Consolidation Phase
                                (Codex GPT-5.6-Sol validates by default
                                 with xhigh reasoning effort; use
                                 --consolidation-model to change provider)
                                         |
                                final_report.md/html/json

AI Tool Initialization

When using --init, the system generates context files for each AI tool:

Tool	Config File	Method	Purpose
Claude Code	CLAUDE.md	Native /init command	Project instructions, coding style
Gemini CLI	GEMINI.md	Prompt-based (non-interactive)	Project context, conventions
Codex CLI	AGENTS.md	Prompt-based (non-interactive)	Agent behavior, project overview
OpenCode	AGENTS.md	Prompt-based (non-interactive)	Shared project rules and agent behavior

Note: Claude Code has a built-in /init slash command that works non-interactively. Gemini and Codex have /init commands but they only work in interactive TUI mode (Gemini #5435, Codex #4219). OpenCode also uses AGENTS.md, so run_review.py --init generates that file via a non-interactive prompt path when needed. For automation, we use prompts to generate the context files.

Output Files

review-output/
├── review_prompt.md           # Prompt sent to AI reviewers
├── claude_output.txt          # Claude raw output
├── claude_review.md/html/json # Claude individual report
├── gemini_output.txt          # Gemini raw output (if enabled)
├── gemini_review.md/html/json # Gemini individual report
├── codex_output.txt           # Codex raw output (if enabled)
├── codex_review.md/html/json  # Codex individual report
├── opencode_output.txt        # OpenCode raw output (if enabled)
├── opencode_review.md/html/json # OpenCode individual report
├── consolidation_prompt.md    # Consolidation prompt
├── consolidation_output.txt   # Consolidation raw output
└── final_report.md/html/json  # Final consolidated report

Supported Platforms

Platform	URL Format
GitHub	https://github.com/owner/repo/pull/123
GitLab	https://gitlab.com/owner/repo/-/merge_requests/123
Gitee	https://gitee.com/owner/repo/pulls/123
GitCode	https://gitcode.com/owner/repo/pull/123

Private Repositories

Set environment variables for authentication:

export GITHUB_TOKEN="ghp_xxxxxxxxxxxx"
export GITLAB_TOKEN="glpat-xxxxxxxxxxxx"
export GITEE_TOKEN="your_gitee_token"
export GITCODE_TOKEN="your_gitcode_token"

Issue Format

Review Output Format

===ISSUE===
FILE: <path>
LINE: <number or range>
SEVERITY: critical|high|medium|low
TITLE: <title>
PROBLEM: <description>
CODE:
```
<code>
```
FIX:
```
<fix>
```
===END===

Consolidated Report Format

===ISSUE===
FILE: <path>
LINE: <number or range>
SEVERITY: critical|high|medium|low
TITLE: <title>
REVIEWERS: claude, gemini
CONFIDENCE: trusted|likely|evaluate
PROBLEM: <description>
CODE:
```
<code>
```
FIX:
```
<fix>
```
===END===

Severity Levels

Level	Description
critical	Direct security breach, data leak, service outage
high	Security risk or serious defect under specific conditions
medium	Potential risk or code quality issue
low	Code style, performance suggestion, maintainability

Confidence Levels

Level	Description
trusted	Multiple reviewers found + code verified
likely	Single reviewer found + code verified
evaluate	Found but needs human review

Scripts

Script	Purpose
scripts/fetch_pr.py	Clone repos or fetch diffs from GitHub/GitLab/Gitee/GitCode
scripts/gitcode_review.py	One-click GitCode PR clone, markdown sync, review, and comment publishing
scripts/run_review.py	Multi-AI review orchestrator with consolidation

AI Tool Commands

Tool	Review Command	Auto Mode Flag
Claude	claude -p --output-format text --dangerously-skip-permissions "<prompt>"	--dangerously-skip-permissions
Gemini	gemini -p "<prompt>" -y	-y (YOLO mode)
Codex	codex exec --model gpt-5.6-sol --dangerously-bypass-approvals-and-sandbox -	--dangerously-bypass-approvals-and-sandbox
OpenCode	opencode run --dangerously-skip-permissions "<prompt>"	--dangerously-skip-permissions

Note: Codex reads the prompt from stdin via -. Gemini, Claude, and OpenCode run headlessly by receiving the prompt as a CLI argument. Regular Codex phases use gpt-5.6-sol with --codex-reasoning-effort xhigh by default, while consolidation defaults to gpt-5.3-codex-spark; pass --consolidation-model codex to use gpt-5.6-sol for consolidation. Codex bypasses its internal sandbox by default; pass --codex-use-sandbox to restore the older --full-auto mode. The review flow is constrained to the local checkout and should not need remote PR pages or web search.

Timeouts

Phase	Timeout
AI Init	600 seconds (10 min)
AI Review	1800 seconds (30 min)

License

Apache-2.0