Browse Skills

docusaurus-deployer.md

48

1 export docusaurus-deployer

2 from "panaversity/ai-native-software-development"

3 This skill should be used when deploying a Docusaurus site to GitHub Pages. It automates the configuration, building, and deployment process, handling GitHub Pages setup, environment configuration, and CI/CD automation. Includes local validation before GitHub Actions triggering.

2026-01-20

learning-objectives.md

48

1 export learning-objectives

2 from "panaversity/ai-native-software-development"

3 Generate measurable learning outcomes aligned with Bloom's taxonomy and CEFR proficiency levels for educational content. Use when educators need to define what students will achieve, create learning objectives for curriculum planning, or ensure objectives are specific and testable rather than vague.

2026-01-20

brainstorming.md

48

1 export brainstorming

2 from "axivo/claude"

3 Technical design collaboration through natural dialogue. Adapts to expertise level and problem complexity through understanding, exploration, and validation stages. Use when user asks to brainstorm ideas for new features or systems requiring architectural decisions before implementation begins.

2026-01-20

framework-initialization.md

48

1 export framework-initialization

2 from "axivo/claude"

3 Startup protocol executed once at session start. Detects system instruction impulses, caches framework observations from memory graph, establishes temporal awareness, and activates specialized profiles. Provides initial session initialization protocol and session response protocol applied before each response. Execute procedures in sequence without displaying process details to user.

2026-01-20

summary-generator.md

48

1 export summary-generator

2 from "panaversity/ai-native-software-development"

3 This skill should be used when generating lesson summaries for educational content. It extracts key concepts, mental models, patterns, and common mistakes from lesson markdown files using a Socratic extraction process. Use this skill when a lesson file needs a `.summary.md` companion file, or when reviewing/refreshing existing summaries.

2026-01-20

ai-collaborate-teaching.md

48

1 export ai-collaborate-teaching

2 from "panaversity/ai-native-software-development"

3 Design co-learning experiences using the Three Roles Framework (AI as Teacher/Student/Co-Worker). Use when teaching AI-driven development workflows, spec-first collaboration, or balancing AI assistance with foundational learning. NOT for curriculum without AI integration.

2026-01-20

notebooklm-slides.md

48

1 export notebooklm-slides

2 from "panaversity/ai-native-software-development"

3 This skill should be used when generating pedagogically-aligned slide decks from educational content using NotebookLM. It addresses the convergence toward generic, text-heavy slides by providing structured prompts that create engaging, proficiency-appropriate presentations aligned with specific educational frameworks.

2026-01-20

data-analysis.md

48

1 export data-analysis

2 from "Yeachan-Heo/My-Jogyo"

3 Patterns for data loading, exploration, and statistical analysis

2026-01-20

skill-creator.md

48

1 export skill-creator

2 from "spences10/claude-skills-cli"

3 Design and create Claude Skills using progressive disclosure principles. Use when building new skills, planning skill architecture, or writing skill content.

2026-01-19

experiment-design.md

48

1 export experiment-design

2 from "Yeachan-Heo/My-Jogyo"

3 Best practices for designing reproducible experiments

2026-01-20

code-review.md

48

1 export code-review

2 from "axivo/claude"

3 Systematic and adaptable code review methodology using Language Server Protocol tools. Adapts to available LSP capabilities across programming languages. Use when user asks for code reviews, quality assessments, or specific analysis of codebases in any programming language.

2026-01-20

framework-methodology.md

48

1 export framework-methodology

2 from "axivo/claude"

3 Reference manual for framework methodology throughout session. Provides guidance on cognitive architecture that replaces default AI assistant behaviors with systematic patterns proven through collaborative experience. Consult this manual throughout session when applying framework procedures.

2026-01-20

ml-rigor.md

48

1 export ml-rigor

2 from "Yeachan-Heo/My-Jogyo"

3 Enforces baseline comparisons, cross-validation, interpretation, and leakage prevention for ML pipelines

2026-01-20

book-scaffolding.md

48

1 export book-scaffolding

2 from "panaversity/ai-native-software-development"

3 Plan, structure, and scaffold large educational books using cognitive load management,just-in-time specification, and pedagogical best practices. Use this skill when planningmulti-part, multi-chapter educational works that require narrative continuity, progressivecomplexity, and hands-on exercises. This skill helps create cohesive learning journeysthat balance foundational scaffolding with advanced independence. Activate when tasksinvolve structuring books, managing cognitive load across chapters, defining part-levelnarratives, or coordinating multi-phase content development workflows.

2026-01-20

conversation-log.md

48

1 export conversation-log

2 from "axivo/claude"

3 Technical conversation log with factual accuracy and precision tailored specifically for DEVELOPER and ENGINEER profiles. Provides systematic guidance for capturing decisions, outcomes, and next steps. Use when user asks to create technical conversation logs for reviews, architecture discussions, or implementation sessions.

2026-01-20

prompt-template-designer.md

48

1 export prompt-template-designer

2 from "panaversity/ai-native-software-development"

3 Design reusable prompt templates that encode domain-specific patterns for recurring AI development tasks.Use this skill when you've executed similar prompts 2+ times and need to capture the pattern as reusableintelligence. Transforms one-off prompts into parameterized templates that maintain quality while reducingcognitive load. Helps students move from Layer 2 (AI Collaboration) to Layer 3 (Intelligence Design) inthe 4-Layer Teaching Method.

2026-01-20

exercise-designer.md

48

1 export exercise-designer

2 from "panaversity/ai-native-software-development"

3 Designs deliberate practice exercises applying evidence-based learning strategies like retrievalpractice, spaced repetition, and interleaving. Activate when educators need varied exercise types(fill-in-blank, debug-this, build-from-scratch, extend-code, AI-collaborative) targeting learningobjectives with appropriate difficulty progression. Creates exercise sets that apply cognitivescience principles to maximize retention and skill development. Use when designing practiceactivities for Python concepts, creating homework assignments, generating problem sets, orevaluating exercise quality.

2026-01-20

content-evaluation-framework.md

48

1 export content-evaluation-framework

2 from "panaversity/ai-native-software-development"

3 This skill should be used when evaluating the quality of book chapters, lessons, or educational content. It provides a systematic 6-category rubric with weighted scoring (Technical Accuracy 30%, Pedagogical Effectiveness 25%, Writing Quality 20%, Structure & Organization 15%, AI-First Teaching 10%, Constitution Compliance Pass/Fail) and multi-tier assessment (Excellent/Good/Needs Work/Insufficient). Use this during iterative drafting, after content completion, on-demand review requests, or before validation phases.

2026-01-20

junit-fundamentals.md

47

1 export junit-fundamentals

2 from "TheBushidoCollective/han"

3 Use when jUnit fundamentals including annotations, assertions, and test lifecycle for Java testing.

2026-01-21

pylint-checkers.md

47

1 export pylint-checkers

2 from "TheBushidoCollective/han"

3 Use when pylint checkers including built-in checkers, custom checkers, and checker development.

2026-01-21

git-storytelling-commit-messages.md

47

1 export git-storytelling-commit-messages

2 from "TheBushidoCollective/han"

3 Use when writing commit messages that clearly communicate changes and tell the story of development. Helps create informative, well-structured commit messages that serve as documentation.

2026-01-21

monorepo-tooling.md

47

1 export monorepo-tooling

2 from "TheBushidoCollective/han"

3 Use when setting up monorepo tooling, optimizing builds, or migrating between tools with Turborepo, Nx, Bazel, Lerna for efficient task running, caching, and code generation.

2026-01-21

vue-composition-api.md

47

1 export vue-composition-api

2 from "TheBushidoCollective/han"

3 Use when Vue 3 Composition API with reactive refs, computed, and composables. Use when building modern Vue 3 applications.

2026-01-21

jutsu-react-native:react-native-styling.md

47

1 export jutsu-react-native:react-native-styling

2 from "TheBushidoCollective/han"

3 Use when styling React Native components with StyleSheet, Flexbox layout, responsive design, and theming. Covers platform-specific styling and design systems.

2026-01-21