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Unified verification skill combining document alignment, implementation correctness, UI design alignment, and development readiness checks. Supports --docs, --impl, --ui, --readiness flags; auto-detec…
Guides systematic data cleaning workflows in pandas for CSV and Parquet files, covering missing value strategies, deduplication with composite keys, column name normalization, type coercion with error…
Automatically invoked when making decisions about Ruby code structure and organization. Triggers on mentions of "class or module", "should this be a class", "struct vs class", "PORO", "data object", "…
Diagnose ClickHouse SELECT query performance, analyze query patterns, identify slow queries, and find optimization opportunities. Use for query latency and timeout issues.
GAIT session lifecycle management - branch creation, turn recording, audit logging for every NetClaw operation
Conduct a thorough and in-depth code review. Use this skill when conducting a code review for a PR on GitHub.
Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...
Validates Conductor project artifacts for completeness,
Standardizes error handling across a codebase with a unified error taxonomy, consistent error codes, proper propagation chains, user-facing vs internal error separation, and structured logging with co…
Use when reviewing code changes before commit or PR merge. Covers tool sequencing, finding severity priorities, fix ordering strategy, and conflict resolution between tools. Keywords: code review, sem…
Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.
Solve Advent of Code puzzles, algorithm challenges, and competitive programming problems. Activate when user provides AoC problem context/input, mentions solving puzzles/challenges, asks about algorit…
Cisco ISE posture and policy audit - authorization rules, posture compliance, profiling gaps, TrustSec SGT matrix, active session health
You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.
Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews.
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem...
Generates conventional commit messages from staged git changes by analyzing diffs, classifying change types (feat, fix, refactor, docs, test, chore, ci, perf, style, build), and composing structured c…
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use when making architecture decisions, refactoring code structure, or evaluatin…
Perform GitHub pull request code reviews using the gh CLI. Use when asked to review a PR, inspect PR diffs, leave inline review comments on specific lines, or produce a severity-based summary (high/me…
Audits source code files for AI-generated slop patterns — unnecessary comments, over-engineering, defensive over-coding, AI voice markers, dead code, type workarounds, and verbose patterns. Outputs a …
Master software architect specializing in modern architecture
You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti
Stop throwing everywhere - handle errors as values using Either and TaskEither for cleaner, more predictable code