code-implementation-guardrail
Guide implementation of production-ready Python RAG components by enforcing correct abstractions, error handling, observability, and safety at coding time.
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Guide implementation of production-ready Python RAG components by enforcing correct abstractions, error handling, observability, and safety at coding time.
Review an existing Python RAG codebase against an explicit RAG architecture document and produce a production-readiness backlog with priorities, rationale, and execution guidance.
Use this skill to validate code changes pass all checks (format, lint, build, tests). Runs validation script and iteratively fixes failures. Invoke before finalizing PRs or after making code changes.
Rust ownership, borrowing, and lifetimes
Python security patterns and OWASP vulnerability detection
Rust performance optimization and zero-cost abstractions
Python type hints, mypy, Protocol, and static typing best practices
Rust async/await with Tokio and async patterns
Rust error handling with Result, Error trait, anyhow, thiserror
Python async/await patterns and asyncio best practices
Use this skill when performing code review on branch changes. Runs parallel CodeRabbit and architecture reviews, consolidates findings, and executes improvements. Invoke when reviewing code changes before final...
Rust Clippy lints and common fixes
Debug TUI (Text User Interface) applications through visual observation and semantic inspection. Use when: (1) debugging rendering issues in terminal UIs, (2) troubleshooting widget behavior or key bindings, (3...
Ansible playbook, role, and security best practices
Rust unsafe code, FFI, and safety invariants
Python Enhancement Proposals (PEPs) and style guidelines
Python performance optimization and profiling
Python testing best practices with pytest, unittest, and mocking
Rust testing patterns (unit, integration, property-based)
Operate the local Scribe MCP tools for logging, project setup, manage_docs workflows, read_file usage, bridge integrations, and sentinel/project mode discipline. Use whenever you need to follow Scribe tool cont...
Comprehensive reference for Frappe bench CLI commands including site management, app installation, backup/restore, database operations, migrations, and development workflows. Use when users ask about bench comm...
Import and synchronize skills from remote GitHub repositories. Use this skill when you need to copy skills from other repositories, maintain a list of remote skill sources, or update local skills with fresh cop...
Expert guidance on Frappe DocType schemas including JSON structure, field types, properties, naming conventions, and best practices. Use when creating, modifying, or analyzing DocType JSON files, understanding...
Expert guidance on Frappe hooks system including application hooks, document events (doc_events), permission hooks, scheduler hooks, UI hooks, jinja filters, installation hooks, and other extension points. Use...
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.