gitstq
- 4 skills
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- 11 hours ago last updated
- ▌ Context Master · gitstqIntelligent context management system for AI coding agents. Solves the critical problem of context window overflow by implementing a tiered context architecture with smart prioritization, automatic summarization, and dynamic loading. Features include: automatic context budget calculation based on model capacity, smart file prioritization using dependency graph analysis, conversation summarization with key decision preservation, and a rolling context window that keeps the most relevant information always available. Use when working on large codebases, long conversations, or when the AI agent starts "forgetting" earlier context. Trigger keywords: context management, context overflow, 智能上下文, 上下文管理, conversation summary, long conversation, large codebase, context window.
- ▌ Super Reviewer · gitstqAI-powered senior code review engine that delivers production-grade PR analysis. Performs multi-dimensional review covering correctness, security vulnerabilities, performance bottlenecks, code style, architectural design patterns, and accessibility compliance. Supports 30+ languages with framework-specific rules for React, Vue, Angular, Next.js, Express, Django, Spring Boot, and more. Generates structured review reports with severity levels (critical/warning/info), line-level annotations, and actionable fix suggestions. Use when reviewing pull requests, merge requests, or any code changes that need professional-level quality assurance. Trigger keywords: code review, PR review, 代码审查, 代码评审, review code, check code quality, audit code.
- ▌ Universal Hooks · gitstqPre-commit and pre-push hook templates for AI agent projects that enforce quality gates automatically. Includes hooks for: code formatting (Prettier/Biome), linting (ESLint/Ruff/Clippy), type checking (TypeScript/pyright), security scanning (secrets detection, dependency audit), commit message convention (Conventional Commits), branch naming policy, and AI-generated code markers. One install, zero configuration - auto-detects your project stack and activates relevant hooks. Works with Git hooks, GitHub Actions, and any CI/CD pipeline. Use when setting up a new project, improving code quality enforcement, preventing bad commits, or automating pre-merge checks. Trigger keywords: git hooks, pre-commit, quality gate, CI/CD, 代码质量, 自动检查, commit convention, code standards, lint, format.
- ▌ Self Evolver Pro · gitstqSelf-improving AI agent evolution engine with intelligent experience management. Captures learnings, errors, and feature requests from every interaction, deduplicates them intelligently using semantic similarity, and promotes high-value patterns into reusable skills. Unlike basic memory skills, it features automatic context compaction, cross-project knowledge transfer, team collaboration patterns, and a built-in review cycle. Works across all sessions without any external service. Use when you want your AI agent to learn from mistakes, remember your preferences, accumulate project knowledge over time, or continuously improve its responses. Trigger keywords: self-improve, learn, remember, evolve, 自我改进, 记住经验, 学习模式, continuous improvement, memory management.