data-layer-expert
openbooklet.com/s/data-layer-expertopenbooklet.com/s/data-layer-expert@1.0.0GET /api/v1/skills/data-layer-expert**Meta-Skill Coordinator for Data Layer Architecture**
> AI-assisted guide for creating platform adapters that transform Archon format to platform-specific formats.
> AI-assisted guide for creating new skill bundles in the Archon framework.
Astro 5/6 islands architecture expert with multi-framework selection (React, Svelte, Vue, SolidJS). Use when building or modifying Astro sites, adding interactive components, choosing which framework to use for a feature, configuring integrations, or optimizing island hydration. Also use when consulting Astro docs via the astro-docs MCP server.
> Design non-blocking side effect pipelines where background work never blocks the primary response and failures are isolated per-effect.
Best practices for Capacitor app development including project structure, plugin usage, performance optimization, security, and deployment. Use this skill when reviewing Capacitor code, setting up new projects, or optimizing existing apps.
> Scaffold a complete Claude Code plugin with MCP server, slash commands, agent definitions, and auto-activating skills.
> Intelligent task classification and routing engine that analyzes complexity and dispatches to optimal model/agent combinations.
> Text similarity detection and deduplication using normalization, fingerprinting, and configurable similarity thresholds.
> Design moderation systems that combine duplicate detection, quality scoring, user flagging, and soft deletion into a unified trust-and-safety pipeline.
> Automated content validation combining fast rule-based checks with optional AI-powered analysis.
> Universal context curation for multi-agent pipeline handoffs with validation, budget tracking, and smart filtering.
Django full-featured Python web framework with batteries included (ORM, admin, auth)
**Meta-Skill Coordinator for Django Development**
Use when Django ORM patterns with models, queries, and relationships. Use when building database-driven Django applications.
Use when Django REST Framework for building APIs with serializers, viewsets, and authentication. Use when creating RESTful APIs.
Build Docker images with proper tagging, cache busting, and build tracking. Prevents stale image issues.
Docker container ops via MCP
> **Type:** Rigid process > **Trigger:** Have plan to execute but NO subagent support available > **Fallback for:** subagent-driven-development
> **Type:** Rigid > **Trigger:** Implementation complete, all tests pass, ready to integrate work
> Design chainable, type-safe builder APIs that transform complex object construction into readable method chains.
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