Skills with output: validation results

• vibe-validate - LLM-Optimized Validation Orchestration Tool

  validationtestingLLMTypeScript

  ★ 602 · Updated 2026-06-30

  Git-aware validation orchestration tool for LLM-assisted development with cached validation and context window reduction

  ⚙ run pre-commit validation⚙ run context-optimized tests⚙ run full validation pipeline
• lookml_ingest - LookML to KTX Semantic Layer

  LookMLKTXsemantic layerdata mapping

  ★ 18 · Updated 2026-06-30

  Map LookML views to KTX semantic layer sources with overlays and standalone tables.

  ⚙ map LookML views⚙ create overlay sources⚙ create standalone sources
• moai-essentials-refactor - AI-Powered Enterprise Code Refactoring

  code-refactoringenterprise-architecturetechnical-debtpattern-intelligence

  ★ 602 · Updated 2026-06-30

  Automated code refactoring with Context7, Rope patterns, and AI across 25+ languages

  ⚙ read source code⚙ analyze code complexity⚙ detect technical debt
• skill-creator - Create and validate Manus skills

  skill developmentskill creationtemplate generationskill validation

  ★ 0 · Updated 2026-06-30

  Guide for creating skills that extend Manus capabilities with specialized knowledge, workflows, or tool integrations.

  ⚙ create skill directory⚙ generate skill template⚙ write skill metadata
• knowledge-distillation-deep - Compress Large Models via Knowledge Distillation

  knowledge-distillationmodel-compressiondeep-learningtransfer-learning

  ★ 11 · Updated 2026-06-30

  Deep analysis of techniques for compressing large models into smaller efficient ones via distillation

  ⚙ select distillation strategy⚙ configure temperature parameters⚙ set alpha values
• architecture-patterns - Master Proven Backend Architecture Patterns

  architecturebackendpatternsclean architecture

  ★ 148 · Updated 2026-06-30

  Apply proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design

  ⚙ clarify domain boundaries⚙ select architecture pattern⚙ define module boundaries
• asset-bundles - Databricks Asset Bundles Configuration Tool

  databricksasset bundlesdeploymentIaC

  ★ 602 · Updated 2026-06-15

  Create and configure Databricks Asset Bundles (DABs) for multi-environment deployments.

  ⚙ create DAB projects⚙ add resources⚙ configure deployments
• example-sentences - Dictionary Example Sentence Guidelines

  Japanese dictionaryexample sentenceslanguage learningvocabulary management

  ★ 18 · Updated 2026-06-15

  Define standards for creating and revising Japanese dictionary example sentences

  ⚙ create example sentences⚙ revise example sentences⚙ verify vocabulary tier
• bn-fit-modify - Bayesian Network Structure Learning and Intervention

  bayesian networkcausal inferencestructure learningcausal intervention

  ★ 18 · Updated 2026-06-15

  Guide for Bayesian Network DAG recovery, parameter learning, and causal interventions

  ⚙ recover DAG structure⚙ learn network parameters⚙ perform causal interventions
• claude-plugins - Claude Code Plugin Manager

  pluginconfigurationvalidationJSON

  ★ 18 · Updated 2026-06-15

  Create, validate, and manage Claude plugin configuration files

  ⚙ create plugin.json files⚙ validate plugin schemas⚙ validate plugin paths
• claude-skill-builder - Claude Code Skill Builder

  skill-creationcode-generationscaffoldingtemplate-builder

  ★ 18 · Updated 2026-06-15

  Interactive tool for creating Claude Code skills with proper structure and configuration

  ⚙ create skill files⚙ generate markdown templates⚙ validate skill names
• plugin-marketplace-creator - Create and validate plugin marketplaces

  pluginmarketplacegeneratorconfiguration

  ★ 602 · Updated 2026-06-15

  Interactively generate Plugin Marketplace structure, create marketplace.json, plugin.json, and directory structure

  ⚙ create marketplace directory⚙ generate marketplace.json⚙ generate plugin.json
• workflow-improvement - Improve workflow efficiency through retrospective analysis

  workflowretrospectiveefficiencyagents

  ★ 18 · Updated 2026-05-28

  Retrospective evaluation and improvement of skills, agents, commands, and hooks

  ⚙ gather improvement context⚙ query skill execution history⚙ capture session slice
• ralph - PRD Conversion and Autonomous Development

  PRDautonomous developmentdevelopment workflowproject management

  ★ 57 · Updated 2026-05-28

  Convert PRD Markdown to JSON format and run RALPH autonomous development loop

  ⚙ show status⚙ validate PRD⚙ reset progress
• i18n-locale-coverage - Repair i18n locale JSON coverage gaps

  i18nlocalizationJSONvalidation

  ★ 602 · Updated 2026-05-28

  Fix missing files, keys, and untranslated strings in locale JSON files

  ⚙ read locale JSON files⚙ write locale JSON files⚙ create missing locale files
• plang - Plang Programming Language Guide

  natural-language-programminggoal-based-architecturecode-generationsqlite-first

  ★ 18 · Updated 2026-05-28

  Provides expert guidance for Plang programming language syntax, code generation, debugging, and architectural patterns using natural language pseudo-code.

  ⚙ generate plang code⚙ debug plang goals⚙ create goals
• spec-writer - Create structured specs for AI coding agents

  project specificationAI coding agentdocumentationworkflow

  ★ 0 · Updated 2026-05-11

  Guide structured SPEC.md creation using 4-stage gated workflow and 6-domain framework

  ⚙ guide specification writing⚙ create SPEC.md file⚙ define project guidelines
• spec-writer - Guide structured SPEC.md writing for AI agents

  specificationdocumentationAI coding agentproject workflow

  ★ 18 · Updated 2026-05-11

  Guide structured SPEC.md creation using 4-stage gated workflow and 6-domain framework

  ⚙ guide spec writing workflow⚙ collect project vision⚙ define success criteria
• AIRS & Appropriate Reliance Research - AI adoption measurement and psychometric research

  AI adoptionpsychometricsurveymeasurement

  ★ 18 · Updated 2026-05-11

  Domain knowledge for AI adoption measurement, psychometric instrument development, and appropriate reliance research

  ⚙ discuss AIRS instruments⚙ develop psychometric scales⚙ extend psychometric scales
• documentation-audit - Comprehensive documentation audit tool

  documentationauditAPIsync

  ★ 18 · Updated 2026-05-11

  Audits codebase and creates or updates Swagger, features docs, and general documentation when drift is detected

  ⚙ discover documentation files⚙ detect API framework⚙ extract API endpoints

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