Tag: code-quality
Automated Codebase Audit, Issue Tracking, and Fixing
This skill performs a comprehensive, end-to-end codebase audit, systematically identifying security, quality, and logic vulnerabilities. It then automatically generates structured GitHub issues, fixes each issue in an isolated worktree, and…
Automated Pull Request Review Agent
This skill automates comprehensive Pull Request reviews, checking for logical correctness, security vulnerabilities, and adherence to architectural standards. It structures feedback using criticality badges and posts detailed inline comment…
Writing Focused, Practical Codebase Tests
This skill guides developers through writing high-impact, focused tests for complex codebases, adhering to the 80/20 principle. It mandates minimal mocking, preferring real database interactions while focusing assertions on core behavior an…
discover and plan fixes for flaky tests
This skill analyzes GitHub Actions failure logs to discover, rank, and diagnose flaky tests across a codebase. It orchestrates parallel agents to investigate root causes, map test coverage, and propose detailed, principled fix strategies.
Augments Code Review with Senior Partner Insights
This skill acts as a senior review partner, helping developers thoroughly evaluate code changes by summarizing intent, mapping ownership responsibilities, detailing structural changes, and surfacing key concerns using conventional comment l…
Project Code Standards Reviewer Skill
This skill reviews code changes against a comprehensive set of project-specific coding standards. It validates adherence to rules covering multitenancy, data access patterns, architectural layering, and modern TypeScript best practices.
React Component Refactoring Skill
Provides patterns and workflows for refactoring high-complexity React components in the Dify frontend. It enables developers to reduce complexity by extracting custom hooks, sub-components, and simplifying conditional logic.
Backend Code Review and Quality Analysis
This skill analyzes backend code (e.g., Python files in api/) for security vulnerabilities, performance bottlenecks, and adherence to best practices. It supports reviewing staged changes, code snippets, or specific files across multiple def…
React Component Refactoring and Complexity Reduction
Provides structured patterns for refactoring high-complexity React components, focusing on extracting custom hooks, sub-components, and managing complex state logic. It guides developers through manual complexity assessment to improve maint…
Three-layer code verification and quality assurance
This skill performs comprehensive code verification by running LSP diagnostics, compiling the project, and executing the test suite in parallel. It provides a structured report detailing blocking issues, including test failure correlation, …
Automated Code Quality Audit Skill
Performs deep code quality audits on files, packages, or directories by combining LSP-based batch analysis with LLM-driven heuristic checks. It identifies issues such as dead symbols, error wrapping gaps, and concurrency safety risks across…
Comprehensive code quality verification loop
This skill executes a multi-phase quality gate, systematically checking code through build, type validation, linting, comprehensive testing, security scanning, and diff review. It generates a detailed report to ensure the codebase is ready …
Modern Web Development Best Practices
Provides a comprehensive guide for implementing modern web development standards, covering security, browser compatibility, and performance optimisation.
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…
Comprehensive Codebase Technical Debt Auditor
This skill coordinates a comprehensive technical debt audit by scoping the codebase across four vectors: architectural, structural, operational, and hygiene. It executes a dedicated agent to generate a detailed, prioritized audit document s…
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,…
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…
SonarCloud Findings Triage and Audit
Automates the triage of SonarCloud findings by searching for issues and security hotspots and applying resolutions such as False Positive or Won't Fix. It supports bulk-marking entire rule families via the SonarCloud Web API.
Automated PR Review and Merge Readiness Handler
This skill automates the entire pull request review cycle, iteratively addressing all findings from human reviewers, AI bots, and CI checks until the code is merge-ready. It manages complex tasks such as paranoid pagination, cross-source fi…
codacy ci audit for pre-push and pr triage
This skill automates local static analysis checks mirroring Codacy CI, enabling pre-push prevention before pushing code. It also provides read-only PR triage by fetching and clustering Codacy issues via the v3 API.
Repository Review Automation Orchestrator
Orchestrates periodic repository review cycles by dispatching findings to specialised reviewers and aggregating results into reports, issues, or pull requests. It manages the end-to-end workflow, including finding normalisation and escalati…
Automated Codebase Audit and Repair
Performs a comprehensive codebase review to identify security, logic, and quality issues, then automatically creates GitHub issues and submits fixes via isolated git worktrees.
Automated pre-commit security and quality validation
Perform automated security scans, quality gate validations, and antipattern detection before committing or opening pull requests. It also enables symbol-level diffing and bug prediction for high-risk code changes.
Automated Pull Request Review Skill
Automates the review of GitHub pull requests by evaluating code correctness, security, and architectural integrity, then posting structured inline feedback using the GitHub CLI.