review
Review and critique a scientific manuscript, identifying critical issues with detailed explanations and recommendations. Produces a structured review with accept/revise/reject recommendation.
assembler
Combine all draft sections into final manuscript, apply formatting constraints, and generate reference list. Final step of writer workflow. Requires academic reviewer approval and all drafts/*.md files.
literature-review
Process user-provided PDFs using isolated subagents, generate structured notes, synthesize findings, and draft the Introduction section. Third step of writer workflow. Requires scope.md.
writer
Draft scientific research manuscripts from research data. Use when user wants to write a research paper, has a project folder with papers, data, figures, and a GitHub repository link. Orchestrates context-ingestion, scoping, literature-review, code-analyzer, results-interpreter, synthesis, and assembler sub-skills.
results-interpreter
Analyze CSV data files and interpret figures to generate the Results section. Fifth step of writer workflow. Requires scope.md, data/ folder with CSVs, and figures/ folder with images.
scoping
Conduct scoping conversation with user to define research question, key findings, and constraints. Generates scope.md that guides all subsequent steps. Second step of writer workflow. Requires inventory.md to exist.
synthesis
Synthesize all accumulated notes and drafts to generate the Discussion and Abstract sections. Sixth step of writer workflow. Requires all notes/*.md files and drafts/introduction.md, methods.md, results.md.
context-ingestion
Scan project folder structure, validate organization, clone GitHub repository, and generate an inventory of available materials. First step of writer workflow. Use when starting a new manuscript project.
code-analyzer
Analyze GitHub repository to extract methodology and generate the Methods section. Fourth step of writer workflow. Requires scope.md and cloned code/ repository.
strikes
Show the current session's strike count (0-3) and the list of recorded violation reasons. Use when the user types "/strikes", "strike status", "몇 진", "check strikes".
using-praxis
>
strike
Declare a rule violation in the current Claude Code session. Use ONLY when the user says "/strike", "/praxis:strike", "strike 1/2/3", "삼진", or explicitly asks to record a rule violation. Do NOT activate on colloquial uses like "strike a balance" or "strike that". Escalates — strike 1 warning, strike 2 forced review, strike 3 response block.
writing-praxis-skill
>
worktree-merge-cleanup
>
spec-drift
>
retrospect
>
reset-strikes
Reset the current session's strike counter to 0 and clear the recorded violation list. Required after a 3rd strike block before Claude can respond again. Use when the user types "/reset-strikes", "strike 초기화", "clear strikes".
recover-sessions
Bulk recover Claude Code sessions after power loss or tmux crash. Interactive interview to determine recovery scope, layout, and execution mode. Triggers on "recover", "session recovery", "restore sessions", "power recovery".
merge-briefing
>
debt
>
codex-review-wrap
>
cmux-session-manager
Automate daily cmux session management. Manual commands for status (dashboard) and cleanup (tidy + reorganize), plus init (hook) and report (schedule) automation. Triggers on "cmux session", "session management", "session cleanup", "cmux status", "cmux cleanup", "cmux tidy".
cmux-save-sessions
>
cmux-resume-sessions
>
cmux-recover-sessions
>
cmux-delegate
Delegate a task to an independent Claude Code session in a new cmux workspace with auto-collected context. Triggers on "cmux delegate", "delegate task", "delegate to new session", "별도 세션", "세션에 위임".
surface-enumeration
>
async-python-patterns
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.
stripe-integration
Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or implementing secure checkout flows.
pci-compliance
Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card security measures.
paypal-integration
Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.
billing-automation
Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.
slo-implementation
Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or measuring service performance.
prometheus-configuration
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.
grafana-dashboards
Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.
distributed-tracing
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.
ml-pipeline-workflow
Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.
rag-implementation
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.
prompt-engineering-patterns
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.
llm-evaluation
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.
nft-standards
Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementing digital asset systems.
defi-protocol-templates
Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.
microservices-patterns
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
architecture-patterns
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.
api-design-principles
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.
fastapi-templates
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
web-fuzzing
Web application security testing using fuzzing techniques to discover vulnerabilities, injection points, and edge cases
video-downloader
Download videos from various platforms (YouTube, Vimeo, etc.) for offline viewing and archiving
verified-source-db
검증된 출처 데이터베이스 - 자동 신뢰도 평가 & 출처 추천
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