Tag: code-review
Automated AI Code Review Agent
An automated agent that performs static analysis on source code across multiple languages to provide structured reports including security concerns and quality scores.
Focused code review of diffs with Codestral
This skill performs a focused code review of a provided diff, automatically detecting the most relevant focus area (e.g., security, performance, API design). It utilizes the Codestral model to provide concrete, high-signal findings and conc…
Persistent GitHub PR Reviewer with Style Memory
This skill reviews GitHub Pull Requests, dynamically applying learned code style preferences and anti-patterns stored in persistent memory. It continuously updates its knowledge base with user feedback and discovered best practices for futu…
Evidence-backed code quality critique and roast
This tool performs deep, evidence-backed code reviews, identifying antipatterns, security flaws, and structural sins with precise file and line citations. It delivers a structured report detailing the issues and suggesting actionable, sever…
Octocode Pull Request Reviewer
An expert code reviewer that performs architectural analysis, defect detection, and security scanning on remote pull requests and local changes. It utilises Octocode MCP tools for deep code forensics and holistic evaluation of code quality …
System-aware Codebase Analysis and Refactoring Skill
This skill provides deep, evidence-based system understanding by analysing control and data flows, architectural boundaries, and code quality against established principles. It generates a comprehensive artifact detailing the codebase's hea…
Automated Code Review and Auto-Fixing Skill
An agentic skill for performing deep code reviews, identifying bugs, and enforcing project-specific architectural patterns. It automatically resolves trivial issues like unused imports while providing a structured workflow for reporting and…
Automated Pull Request Review Comment Resolution
This skill establishes a background loop to continuously monitor a specified Pull Request for new review comments. It automatically evaluates suggestions, replies to comments, and manages the resolution process until all review feedback is …
Structured analysis of recent code changes
This skill provides a comprehensive, multi-point review of recent code modifications, offering structured summaries, file breakdowns, and detailed security and risk assessments. It is ideal for ensuring code quality by flagging potential vu…
Automated GitHub PR Comment Resolution and Review
This tool automates the resolution of active GitHub Pull Request comments, handling both general conversation and inline code reviews. It uses the GitHub CLI to triage, reply to, and ultimately resolve review threads based on expert judgmen…
Developer Wisdom Crystallizer for Knowledge Sharing
This skill helps developers distill valuable, scattered technical experiences—such as architectural decisions, pitfalls, and patterns—from code discussions. It structures these insights into searchable 'consciousness fragments' for collecti…
Run Claude Codex code review
Executes a code review using a Claude Codex bridge against specified targets, including uncommitted work, base branches, or specific commits. The skill summarizes findings and provides access to the raw review artifact.
Adversarial code review using Claude Codex
This skill executes a skeptical, adversarial review of a codebase using Claude Codex, identifying potential regressions, unsafe assumptions, and release risks. Users can scope the review by specifying a base branch, commit SHA, or focusing …
Deliberative multi-agent code review system
This skill orchestrates a multi-perspective code review by delegating tasks to specialist subagents. It uses gemot to aggregate findings, identify points of disagreement (cruxes), and propose compromises for resolution.
Agent Tool and Protocol Compliance Reviewer
This skill rigorously audits codebases and agent tools against established protocols, checking for bugs, security vulnerabilities, and adherence to internal conventions. It ensures data integrity and optimizes tool descriptions for reliable…
AI-Powered Code Quality Gate and Reviewer
This skill acts as an advanced code quality gate, detecting AI-specific defects such as hallucinated imports, phantom packages, and stale APIs across multiple languages. It provides structured reports and fix suggestions for auditing codeba…
Comprehensive security code vulnerability review checklist
Provides a comprehensive, structured checklist for identifying common security vulnerabilities, covering areas such as injection flaws, authorization bypasses, and exposed credentials. It guides developers through best practices for secure …
Performance-focused code review and optimization
Systematically reviews codebase for performance bottlenecks, covering areas such as database query efficiency, memory leaks, frontend rendering issues, and algorithmic complexity. It provides structured feedback across critical, high, mediu…
Structured code standards and quality review
This skill provides a comprehensive, multi-step framework for reviewing pull requests, covering critical bugs, general code quality, and adherence to defined style guides. It ensures feedback is structured into critical issues, suggestions,…
contextual analysis for tables, routes, and rpcs
This skill provides deep, entity-wide context bundles for core application components. It offers specialized views for tables, routes, and RPCs, aggregating schema, access policies, dependencies, and related code touchpoints in a single cal…
Adversarial Code Review for ML Pipelines
Systematically hardens complex ML pipelines, such as BFCL, through iterative adversarial review rounds using external LLMs. This process tracks cumulative fixes and focuses on identifying subtle bugs that cause data corruption or evaluation…
AST-based smart code review and quality analysis
This skill performs deep, AST-aware code reviews by analyzing diffs across various scopes (staged, branch, commit). It identifies bugs, security flaws, and performance issues, providing structured feedback including a quality score and acti…
CLI tool for deep LLM code review
This CLI tool facilitates deep, context-aware code analysis by bundling a prompt with selected project files for a single LLM pass. It supports multiple engines (browser/API) and manages long-running sessions for complex debugging or refact…
Generating shareable code diffs and artifacts
Generates shareable code diffs via interactive viewer URLs or rendered file artifacts such as PNG or PDF. It accepts either before/after text or a unified patch string as input.