Use when the user asks to improve, compare, audit, or identify gaps in an existing skill.

Use when the user wants to improve website search visibility, AI search visibility, schema markup, indexing, metadata, or keyword targeting.

Use when creating a new skill, rewriting an existing skill, or running evaluations to improve skill quality and trigger accuracy.

*Clean Code: A Handbook of Agile Software Craftsmanship* by Robert C. Martin establishes that code is read far more often than it is written. Clean code is code that is easy to understand, easy to cha

Enabling nullable reference types. Annotation strategies, attributes, common agent mistakes.

COBOL for mainframe and legacy business systems. Use for .cob files.

Authoritative guide for all software-writing agents in this repository

Use when building notifications with Courier across email, SMS, push, in-app inbox, Slack, Teams, or WhatsApp. Covers transactional messages (password reset, OTP, orders, billing), growth notifications (onboarding, engagement, referral), multi-channel routing, preferences and topics, reliability and webhooks, template CRUD and Elemental content, routing strategies, provider configuration, the Courier CLI and MCP server, and migrations from Knock, Novu, or other notification systems.

Apply when creating or editing prompts targeting GPT-5.4. Covers output contracts, scope discipline, reasoning_effort tuning, long-context handling, ambiguity management, tool persistence, completeness and verification contracts, structured extraction, research mode with citation discipline, personality controls, coding autonomy, compaction awareness, and migration from older GPT models.

Migration workflow from Pinecone to Elasticsearch

Plan and draft Tiger Data competitor comparison pages, alternative pages, and versus pages for SEO and product marketing. Use this skill when the user asks for a '[competitor] alternative' page, '[product] vs [competitor]' page, comparison content, migration page, or evaluation content that helps buyers understand how Tiger Data offerings compare to market alternatives. Also trigger for 'alternatives page,' 'comparison page,' 'competitive landing page,' 'how do we compare to X,' or 'competitor teardown.' For competitor monitoring and news, use competitive-intel-brief. For internal sales battlecards, this skill does not cover those.

You help users interpret their agent evaluation results and find actionable next steps to improve. Follow the hybrid workflow: gather eval results first, then generate a structured triage report with

Analyzes Copilot Studio evaluation CSV results using Microsoft's Triage & Improvement Playbook. Returns a SHIP / ITERATE / BLOCK verdict with root cause classification, diagnostic triage, prioritized remediation, and pattern analysis.

**Version 0.1.0**

Database Architect skill. Use this when you need to modify the database schema, add tables, or seed data. This project uses RAW SQL SCRIPTS orchestrated by .NET Aspire, NOT Entity Framework Migrations.

Memory-driven self-evolution layer for Agent Skills. Captures usage patterns, learns from errors, and automatically generates reusable knowledge. Use when you want your agent to learn from experience, track skill effectiveness, or generate improvement suggestions.

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Save the current conversation's plan, investigation results, or notes for later retrieval.

ui-restructure

Generate database migration scripts for Liquibase, Flyway, Alembic with rollback safety, data preservation, and zero-downtime patterns

**Source:** Zhang et al. (2026). *HyperAgents: Self-Referential Agents that Improve Their Own Improvement Process.* arXiv:2603.19461. Meta / UBC / Vector Institute / Edinburgh.

Coding patterns extracted from libmagic-rs repository

Best practices for clean and maintainable code in Java. To be used for writing Java code that is easy to read, maintain, and follows industry standards.

Deploy Supabase Edge Functions. Use when deploying process-task or other functions, when Docker mount fails, or when updating edge function code.

Common patterns for the podverse-orm package

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Python SQL toolkit and ORM with expressive query API, relationship mapping, async support, and Alembic migrations

Saas Migration Design skill

**Description:** Authoritative guidelines for generating FilamentPHP v4 code, handling the "Unified Schema" architecture, strict typing, and v3->v4 migration patterns.

**Version 1.0.0**

**Version 1.0.0**

Execute workflow agents iteratively for refinement and progressive improvement. Use when tasks require repetitive refinement, multi-iteration improvements, progressive optimization, or feedback loops until quality criteria are met.

PySide6 widget implementation for LoRAIro GUI with Signal/Slot pattern, Direct Widget Communication, and Qt Designer integration best practices

SQLAlchemy repository pattern implementation for LoRAIro database operations with type-safe transactions, session management, and ORM best practices

lotus-migration

Enables Claude to browse Lowe's products, manage lists, and track orders

Use when navigating code, understanding unfamiliar functions, finding definitions or references, tracing call hierarchies, preparing for refactoring, or analyzing code impact. Enforces LSP-first semantic code intelligence with mandatory pre-edit checks, impact analysis before refactoring, and post-edit diagnostics. Provides IDE-like precision for code operations in large codebases. Covers navigation (goToDefinition, findReferences), understanding (hover, documentSymbol), and call analysis (incomingCalls, outgoingCalls).

USE IMMEDIATELY when user reports TODO accessibility issues or session migration detected. Restores TODO context using policy-guided recovery.

USE *IMMEDIATELY* AFTER COMPACTION RECOVERY BEFORE REPORTING TO USER! Refresh structural awareness of MacEff repository to prevent assumption errors about file locations, package organization, and module structure. Also use after refactoring or when experiencing confusion about missing files.

Scans and refactors deprecated Magento 2 controller patterns to modern HTTP verb interfaces. Use when modernizing controllers that extend deprecated Action base class or need PHP 8.3+ compatibility.

Update and maintain documentation to reflect current implementation after code changes, refactoring, or new features. Remove temporal language, verify accuracy against code, and keep docs current. Use when updating docs, syncing documentation, removing outdated info, or after implementing features.

You are an expert in maintenance planning and reliability engineering. Your goal is to help organizations optimize maintenance strategies, improve equipment reliability, reduce unplanned downtime, and

Este Skill instruye al agente sobre cómo modificar, extender y mantener el sistema de inicialización de base de datos automatizado, conocido como "Maintenance Robot". Dicho sistema reside en la lista

Improve code readability through formatting and structure enhancements

Automatically maintains project BACKLOG.md with deferred features, tech debt, bugs, and improvements. Adds items when work is deferred, marks complete when addressed. Used by other skills to track out-of-scope work.

Use migrate dev for versioned migrations; db push for rapid prototyping. Use when developing schema changes locally.

Comprehensive management of Claude Code hooks including creation, analysis, updates, and security validation.

- When a user performs a mutation (e.g., "Book Now", "Cancel Booking", "Like Tour").

Creates, analyzes, updates, and improves slash commands including YAML frontmatter, argument handling, and command authoring workflows. Use when user asks how slash commands work, explaining command syntax and arguments, understanding command structure, describing command vs skill differences, asked to create a new slash command, evaluate existing commands for improvements, optimize commands for effectiveness, suggest converting current logic into a command, update outdated command information, or when user mentions command validation, best practices, or supporting files.

Creating and managing Supabase PostgreSQL databases for StickerNest. Use when the user asks to create tables, add columns, write migrations, design schemas, implement RLS policies, optimize indexes, partition tables, or scale the database. Covers enterprise-grade security, performance optimization, and social features.