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llm-ai
7

session-guidance

Configure Ralph loop guidance via AUQ flows - forbidden/encouraged items from constraint scan. TRIGGERS - session guidance, loop configuration, /ralph:start Step 1.6.

terrylica
terrylica
data-ai
open
llm-ai
7

chatkit-integration

Integrate OpenAI ChatKit framework with custom backend and AI agents. Handles ChatKit server implementation, React component integration, context injection, and conversation persistence.

mjunaidca
mjunaidca
data-ai
open
llm-ai
7

ros2-service-pattern

Generate ROS 2 service server and client code examples for educational content. This skill should be used when creating lessons that teach request/response communication, writing exercises involving services, or generating worked examples for synchronous robot commands.

mjunaidca
mjunaidca
data-ai
open
productivity-tools
7

create-subagent

Guide for creating specialized Claude Code subagents with proper YAML frontmatter, focused descriptions, system prompts, and tool configurations. Use when the user wants to create a new subagent, custom agent, specialized AI assistant, or mentions creating/designing/building agents or subagents.

ronnycoding
ronnycoding
tools
open
cicd
7

nondominium-holochain-tryorama-testing

Specialized skill for testing nondominium Holochain applications with Tryorama, providing comprehensive test patterns, agent simulation workflows, performance testing, and multi-agent scenario testing. Use when writing Tryorama tests, debugging zome interactions, or validating Holochain DNA functionality.

Sensorica
Sensorica
devops
open
machine-learning
7

using-dynamic-architectures

Use when building networks that grow, prune, or adapt topology during training. Routes to continual learning, gradient isolation, modular composition, and lifecycle orchestration skills.

tachyon-beep
tachyon-beep
data-ai
open
machine-learning
7

framework-detector

Multi-signal framework detection with confidence scoring for 6 major frameworks

FortiumPartners
FortiumPartners
data-ai
open
machine-learning
7

using-neural-architectures

The architecture selection router for CNNs, Transformers, RNNs, GANs, GNNs by data modality and constraints

tachyon-beep
tachyon-beep
data-ai
open
machine-learning
7

adaptive-wfo-epoch

Adaptive epoch selection for Walk-Forward Optimization using efficient frontier analysis. Per-fold epoch sweeps with WFE-based selection and carry-forward priors. TRIGGERS - epoch selection, WFO epoch, walk-forward epoch, training epochs WFO, efficient frontier epochs, overfitting epochs, epoch sweep, BiLSTM epochs, WFE optimization, adaptive hyperparameter, Pardo WFE, epoch carry-forward.

terrylica
terrylica
data-ai
open
sql-databases
7

sql-server-2025

SQL Server 2025 and SqlPackage 170.2.70 (October 2025) - Vector databases, AI integration, and latest features

JosiahSiegel
JosiahSiegel
databases
open
sql-databases
7

tzurot-db-vector

PostgreSQL and pgvector patterns for Tzurot v3 - Connection management, vector operations, migrations, and Railway-specific considerations. Use when working with database or memory retrieval.

lbds137
lbds137
databases
open
architecture-patterns
7

ros2-publisher-subscriber

Generate ROS 2 publisher and subscriber code examples for educational content. This skill should be used when creating lessons that teach ROS 2 pub/sub patterns, writing exercises involving topic-based communication, or generating worked examples for rclpy nodes.

mjunaidca
mjunaidca
development
open
architecture-patterns
7

aid-tech-spec

AID Phase 2 - Technical Specification. Use for system architecture, API contracts, data models, security architecture, transitioning from PRD to implementation.

ilandahan
ilandahan
development
open
architecture-patterns
7

workflow-discipline

Maintain incremental delivery, fail-fast behavior, and structured communication. Use when workflow discipline guidance is required.

CsHeng
CsHeng
development
open
cms-platforms
7

espocrm-development

Comprehensive guide for developing on EspoCRM - metadata-driven CRM with service layer architecture

bobmatnyc
bobmatnyc
development
open
architecture-patterns
7

mcp-builder

MCP (Model Context Protocol) server build and evaluation guide, including local conventions for tool surfaces, config, and testing

bobmatnyc
bobmatnyc
development
open
architecture-patterns
7

golang-concurrency-patterns

Go concurrency patterns for production services: context cancellation, errgroup, worker pools, bounded parallelism, fan-in/fan-out, and common race/deadlock pitfalls

bobmatnyc
bobmatnyc
development
open
architecture-patterns
7

concept-scaffolding

This skill should be used when scaffolding complex concepts for learners. It applies cognitive load architecture principles to break down concepts into digestible pieces while respecting learning science limits.

mjunaidca
mjunaidca
development
open
architecture-patterns
7

cqrs-event-sourcing

CQRS and Event Sourcing patterns for scalable, auditable systems with separated read/write models. Use when building audit-required systems, implementing temporal queries, or designing high-scale applications with complex domain logic.

NickCrew
NickCrew
development
open
architecture-patterns
7

logistics-development

Development guide for @rytass/logistics base package (物流基底套件開發指南). Use when creating new logistics adapters (新增物流 adapter), understanding base interfaces, or extending logistics functionality. Covers LogisticsService, LogisticsInterface, error handling patterns for Taiwan logistics providers. Keywords: logistics adapter, 物流 adapter, 開發指南, CTC, TCAT, 宅配, shipping, delivery

Rytass
Rytass
development
open
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