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memory-rag-instrumentation
Instrument RAG retrieval, memory operations, and context management
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devops llm ai AI Skills
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decision-tracing
Trace agent decision-making, tool selection, and reasoning chains
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tool-call-tracking
Instrument agent tool executions with proper context and error handling
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build-assistant
Build Claude Code framework components (agents, slash commands, skills, plugins) following standardized templates. Use when creating new agents, commands, skills, or plugins for the multiagent framework.
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meta-automation-architect
Use when user wants to set up comprehensive automation for their project. Generates custom subagents, skills, commands, and hooks tailored to project needs. Creates a multi-agent system with robust communicatio...
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bulk-generate-concepts
Use when generating multiple curriculum-aligned concept files in parallel (5+ concepts) - researches curriculum, creates concept list, spawns parallel generation agents, orchestrates review loop until all pass
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researcher
Researches topics in-depth and generates comprehensive summaries and references. Use when trying to deeply understand a topic or use a new framework.
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plugin-creator
Use this skill when asked to "create a plugin", "build a new plugin", "make a Claude Code plugin", "scaffold plugin", "plugin structure", "add commands/agents/skills/hooks to plugin", or when helping with plugi...
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using-superpowers
Core skill activation protocol - establishes mandatory workflows for finding and applying skills before any task
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hooks-reference
Use this skill when asked about "hooks", "PreToolUse", "PostToolUse", "SessionStart", "hook events", "validate tool use", "block commands", "add context on session start", or implementing event-driven automatio...
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plan-tracking
Track working plans and tasks using Julie's mutable plan system. Activates when planning work, tracking progress, or managing multiple tasks. Provides working memory with atomic updates and one active plan enfo...
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explore-codebase
Autonomously explore unfamiliar codebases using Julie's code intelligence. Use semantic search, symbol navigation, and call path tracing to understand architecture without reading entire files. Activates when u...
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semantic-intelligence
Use Julie'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 semant...
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development-memory
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...
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smart-search
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...
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domain-knowledge
Document domain knowledge including entities, attributes, relationships, processes, and ubiquitous language. Use when documenting domain models, entity relationships, business processes, or building a glossary...
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cli-guide
SIMBL CLI command reference and usage guide. Use when working with SIMBL tasks or needing CLI syntax reference.
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GitHub
learning-taxonomy
Expert knowledge for categorizing learnings and routing them to appropriate improvement targets. Use when analyzing session learnings to determine where context improvements should be applied.
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effective-tasks
Best practices for writing SIMBL tasks that Claude can execute with zero context. Use when creating or refining tasks for maximum clarity.
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designing-claude-skills
Comprehensive guide for creating, reviewing, and improving skills that extend Claude's capabilities with specialized knowledge, workflows, and tool integrations. Use this skill when: (1) Creating a new skill fr...
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managing-permissions
Guide for configuring Claude Code permissions in settings.json with security best practices for allow, ask, and deny rules. Use when: (1) Setting up or modifying permissions in settings.json, (2) Discussing too...
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GitHub
universal-workflow-init
Bootstraps new projects by running a 5-question intake and generating a minimal scaffold (WORKPLAN.md, BRIEF.md, OUTLINE.md, SOURCES.md, LOG.md) plus optional folders for writing/research/coding. Use when the u...
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GitHub
telegram-bot
Build Telegram bots with modern frameworks. Use when: creating Telegram bot, chatbot, notification bot. Triggers: "telegram", "tg bot", "телеграм бот", "teloxide", "aiogram".
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GitHub
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...
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