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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...
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...
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...
Design learning experiences for AI-native software development, integrating the Three Roles Framework (AI as Teacher/Student/Co-Worker), co-learning partnership pedagogy, and "Specs Are the New Syntax" paradi...
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 Eff...
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 reusable...
ALWAYS generate interactive quizzes using the Quiz component (50 comprehensive questions total). Generates 50 college-level conceptual questions with immediate feedback per question. Quiz component automaticall...
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,...
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 prom...
Detect N+1 query patterns in the codebase. Finds loops that contain database or API calls that should be batched. Works across all languages. Use when user asks to find performance issues or N+1 patterns.
Track working plans and tasks using Miller's mutable plan system. Activates when planning work, tracking progress, or managing multiple tasks. Provides working memory with atomic updates and one active plan enf...
Autonomously explore unfamiliar codebases using Miller's code intelligence. Use semantic search, symbol navigation, and call path tracing to understand architecture without reading entire files. Activates when...
Detect empty catch blocks and exception swallowing anti-patterns. Finds catch blocks that silently ignore errors without logging or rethrowing. Works across all languages. Use when user asks about error handlin...
Use Miller's semantic search capabilities for conceptual code understanding. Activates when searching for concepts, cross-language patterns, business logic, or exploring unfamiliar code. Combines text and seman...
Build persistent project knowledge using checkpoint/recall. Activates when fixing bugs, making decisions, or investigating past work. Creates automatic knowledge base through systematic checkpointing and semant...
Detect hardcoded secrets, API keys, passwords, and credentials in source code. Security audit for leaked secrets. Works across all languages. Use when user asks about security issues or secret detection.
Intelligently choose between semantic and text search based on query intent. Automatically selects the best search mode (semantic for concepts, text for exact terms, symbols for definitions) and provides releva...
Perform safe code refactoring with reference checking and validation. Uses Miller's rename_symbol for workspace-wide renames and fast_refs for impact analysis. Activates when user wants to refactor, rename, or...
A skill with a name that might conflict. Use for testing conflict detection.
A test local skill for Claude. Use when testing local skills detection.
A skill with a name that might conflict. Use for testing conflict detection.
Helps with project-specific tasks. Use when the user asks about this project's structure or conventions.
A test local skill for Codex. Use when testing Codex-specific local skills.
Use when reviewing code, PRs, or discussing code quality standards. Applies team coding standards and review methodology.
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.