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Comprehensive Git push operations including basic push, force push safety protocols, tag pushing, remote management, and troubleshooting. Use when pushing commits, managing remotes, pushing tags, reso…
Codify reusable pygame patterns for entities, projectiles, movement, and sprite handling. Use when implementing pygame entities or systems that need frame-independent physics, collision detection, or …
Expert guidance for Python testing with pytest framework. Use when (1) writing unit tests or integration tests, (2) setting up test fixtures for setup/teardown, (3) parametrizing tests with multiple i…
Rope-first workflow for ANY mechanical Python rename/move (functions/methods/classes/variables/modules/packages), updating imports/references via scripts/rope_refactor.py; use even for small renames; …
Bug report format and documentation for failed validations. Use when validation fails and status must be set to needs_fixes.
Use when checking code quality, finding violations, detecting complexity issues, or running QC checks. Provides scripts for linting, naming enforcement, dead code detection, and legacy code discovery.
This skill guides the process of creating context-free queries for a web search agent (another Claude instance with web search tools). Use this when you need expert guidance from web research but the …
Build Retrieval-Augmented Generation systems with vector databases
Expert in audit ground truth extraction, Critical Audit Matters (CAMs), ICFR validation, PCAOB independence compliance, and SEC filing analysis for PWC audit staff
Complete guide for Pyth Network - decentralized oracle providing real-time price feeds for DeFi. Covers price feed integration, confidence intervals, EMA prices, on-chain CPI, off-chain fetching, and …
Comprehensive design architecture review for Python backend applications. Use this skill when users ask you to review, analyze, or provide feedback on backend architecture designs, system design docum…
Parallel validation deployment. Spawn 8+ QA agents to run tests, builds, lints, and health checks simultaneously. Zero marginal wall-clock cost.
Ensure data integrity, stability, and basic security for a personal productivity app. Focus on preventing data loss, memory leaks, and sync failures during daily 8-hour usage sessions. Skip enterprise…
Create a quality management plan. It is used when formulating quality standards and quality assurance plans.
Strategic CLI refactoring using Qwen 1.5B for extracting command modules from monolithic main() functions
A skill for RAG system quality evaluation and improvement. It provides RAGAS-based LLM-as-Judge evaluation, user persona simulation, synthetic data generation, and features for storing and analyzing e…
Start Flask server locally for development. Runs server in foreground or background with nohup. Use when starting local Python server for testing or development.
Python Agent Development Specifications (Windows wxauto v4), including project structure, modularization, usage of wxauto, IPC integration, error handling, testing, and deployment.
Use when configuring or running Python quality tools (ruff, ty, pytest, coverage, CI gates) and when enforcing a pre-merge quality checklist.
Safe refactoring for legacy or complex codebases: preserve behavior while improving structure, reducing technical debt, and tightening quality gates. Use for characterization tests, seams/adapters, in…
Search and retrieve markdown documents from local knowledge bases using qmd. Supports BM25 keyword search, vector semantic search, and hybrid search with LLM re-ranking. Use for querying indexed notes…
Performs automated code quality review before commit/merge. Use this skill when reviewing code changes for Issue alignment, coding standards compliance, and potential issues.
Ensures correct quoting and escaping syntax across shells (PowerShell, Bash, CMD). Handles nested command scenarios, cross-shell calls, and Windows-specific PowerShell patterns.
Build Retrieval-Augmented Generation (RAG) Q&A systems with Claude or OpenAI. Use for creating AI assistants that answer questions from document collections, technical libraries, or knowledge bases.