Topic: ai-skills
5,410 skills in this topic.
-
exercise-designer
Designs deliberate practice exercises applying evidence-based learning strategies like retrieval
practice, spaced repetition, and interleaving. Activate when educators need varied exercise types
(fill-in-blank, debug-this, build-from-scratch, extend-code, AI-collaborative) targeting learning
objectives with appropriate difficulty progression. Creates exercise sets that apply cognitive
science principles to maximize retention and skill development. Use when designing practice
activities for Python concepts, creating homework assignments, generating problem sets, or
evaluating exercise quality.
aiskillstore/marketplace 232
-
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
aiskillstore/marketplace 232
-
helm-chart-architect
Design production-grade Helm charts through architectural reasoning rather than pattern
retrieval. Activate when designing new Helm charts for Kubernetes deployments, evaluating
chart architecture, making decisions about component packaging, or reviewing charts for
extensibility and maintainability. Guides decision-making about dependencies, lifecycle
hooks, configuration surface, and multi-environment deployment through context-specific
reasoning rather than generic best practices.
aiskillstore/marketplace 232
-
image-generator
Generate professional visuals using Gemini via browser automation with 6-gate quality control.
Use when creating chapter illustrations, diagrams, or teaching visuals.
NOT for stock photos or decorative images.
aiskillstore/marketplace 232
-
learning-objectives
Generate measurable learning outcomes aligned with Bloom's taxonomy and CEFR proficiency levels for educational content.
Use this skill 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.
This skill helps break down complex topics into progressively building learning goals with clear
assessment methods and success criteria.
aiskillstore/marketplace 232
-
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
aiskillstore/marketplace 232
-
nextjs-devtools
Next.js development tooling via MCP. Inspect routes, components, build info, and debug Next.js apps.
Use when working on Next.js applications, debugging routing, or inspecting app structure.
NOT for general React or non-Next.js projects.
aiskillstore/marketplace 232
-
notebooklm-slides
Generate pedagogically-aligned slide decks from educational content using NotebookLM.
Use when creating chapter slide presentations with proficiency-calibrated prompts.
NOT for static slides or non-educational presentations.
aiskillstore/marketplace 232
-
nx-monorepo
Nx monorepo management skill for AI-native development. This skill should be used when working with Nx workspaces, project graphs, affected detection, code generation, and caching. Use when: analyzing dependencies, running affected commands, generating code, configuring Nx Cloud, or optimizing build performance. Invoke nx-mcp tools for documentation queries.
aiskillstore/marketplace 232
-
pdf
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
aiskillstore/marketplace 232
-
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
aiskillstore/marketplace 232
-
prompt-template-designer
Design reusable prompt templates that encode domain-specific patterns for recurring AI tasks.
Use when you've executed similar prompts 2+ times and need to capture the pattern as reusable
intelligence. NOT for one-off prompts or generic "ask AI a question" patterns.
aiskillstore/marketplace 232
-
quiz-generator
Generate 50-question interactive quizzes using the Quiz component with randomized batching.
Use when creating end-of-chapter assessments. Displays 15-20 questions per session with
immediate feedback. NOT for static markdown quizzes.
aiskillstore/marketplace 232
-
session-intelligence-harvester
This skill should be used after productive sessions to extract learnings and route them to appropriate Reusable Intelligence Infrastructure (RII) components. Use when corrections were made, format drift was fixed, new patterns emerged, or the user explicitly asks to "harvest learnings" or "capture session intelligence". Transforms one-time fixes into permanent organizational knowledge by implementing updates across multiple files.
aiskillstore/marketplace 232
-
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
aiskillstore/marketplace 232
-
skills-proficiency-mapper
Map skills to proficiency levels using CEFR, Bloom's taxonomy, and DigComp frameworks. Use when designing skill progressions or assessing learner proficiency.
aiskillstore/marketplace 232
-
summary-generator
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.
aiskillstore/marketplace 232
-
technical-clarity
Audit technical writing for learner comprehension and accessibility. Use when reviewing documentation, tutorials, or educational content for clarity.
aiskillstore/marketplace 232
-
tool-selection-framework
Design systematic decision frameworks for selecting appropriate AI tools (Claude Code vs Gemini CLI)
based on context requirements, codebase size, reasoning depth needs, and task complexity. Use this
skill when starting projects with unclear tool requirements, optimizing context-constrained workflows,
or designing multi-phase strategies that leverage multiple tools' strengths. This skill helps match
tool capabilities to task characteristics, preventing wasted context and ensuring optimal resource
allocation.
aiskillstore/marketplace 232
-
ux-evaluator
This skill should be used when evaluating UI components against UX best practices. Use for reviewing buttons, navigation elements, spacing, visual hierarchy, or any interface element. Provides a systematic 3-dimension framework (Position, Visual Weight, Spacing) aligned with industry standards (Balsamiq, Nielsen heuristics). Invoke when user asks to "review UX", "check button design", "evaluate layout", or references design guidelines.
aiskillstore/marketplace 232
-
visual-asset-workflow
Generate distinctive educational visuals using creative brief methodology. Use when creating chapter illustrations, diagrams, or teaching visuals with Gemini.
aiskillstore/marketplace 232
-
synthese-multi-llm
Synthèse co-fabriquée par un conseil de 3 LLMs (Claude, Gemini, Codex). Ce skill devrait être utilisé quand l'utilisateur demande une synthèse robuste, traçable et vérifiée. Il orchestre trois modèles avec des rôles experts distincts (Extracteur, Critique, Architecte) pour produire une synthèse fidèle au texte source, avec contrôle des glissements sémantiques et trail d'audit complet.
aiskillstore/marketplace 232
-
json-validator
Validate, format, and fix JSON data. Use this skill when working with JSON files, API responses, or configuration files that need validation or formatting.
aiskillstore/marketplace 232
-
algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
aiskillstore/marketplace 232