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product-manager-toolkit
Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.
moai-domain-ml-ops
This skill provides comprehensive MLOps orchestration for the complete machine learning lifecycle, including experiment tracking, data versioning, model deployment, workflow automation, and monitoring using a modern 2025 technology stack.
swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
.claude
A collaborative development skill that partners with users to build production code through a structured workflow of research, planning, implementation, and validation, emphasizing clean architecture and maintainability.
Implementation Planning
Create technical implementation plans from specifications with intelligence-backed architectural decisions. Use when specification exists and user mentions tech stack, architecture, implementation approach, or asks "how to implement" or "how to build" the feature.
artifact-tracking
Token-efficient tracking for AI orchestration. CLI-first for status updates (~50 tokens), agent fallback for complex ops (~1KB). Use when: updating task status, querying blockers, creating progress files, validating phases.
task-create
Converts project plans into structured, executable task files using POML/XML format for systematic AI-assisted project execution and management.
project-init
Automatically scaffolds new project folders with essential documentation (README, plan, CLAUDE.md) based on design specifications, implementing project initialization workflows.
writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
.claude
Imported from https://github.com/zubayer0077/Claude-Multi-Agent-Research-System-Skill.
tech-research-enforcer
Enforces iterative web research for coding and DevOps questions to prevent assumptions about libraries, frameworks, APIs, versions, and configurations. Use this skill when the user asks about programming languages, frameworks, libraries, DevOps tools, cloud platforms, databases, container orchestration, CI/CD, infrastructure as code, or any technical topic where current documentation, version-specific behavior, or recent changes matter. This skill ensures Claude searches and fetches authoritative sources before answering, even for topics Claude may have knowledge about, to verify current state and avoid outdated information.
.claude
Imported from https://github.com/j0sh3rs/home-ops.
project-pipeline
An automated project orchestration system that transforms specifications into executable tasks with human confirmation at each step, ensuring proper resource discovery and context management.
infographics
Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Integrates research-lookup and web search for accurate data. Supports 10 infographic types, 8 industry styles, and colorblind-safe palettes.
async-runner
Run background agents and bash commands asynchronously for CircleTel development. Use when running dev servers, parallel tests, long builds, or multi-agent research tasks without blocking the main workflow.
critical-validator
This skill should be used when validating user prompts, plans, or requests before execution. It conducts independent validation, questions assumptions, references official sources and documentation, identifies potential issues, and presents revised recommendations to ensure accuracy and completeness.
isomorphic-hunter
Cross-domain isomorphic pattern forge. Dokkado Five Rings x meta-pattern 3+ domain validation, with arxiv evidence hunting and smithery tool discovery. RSI-refined. Finds what's ACTUALLY universal.
moai-cc-skill-factory
AI-powered enterprise skill creation orchestrator with intelligent discovery, predictive optimization, ML-based content generation, and Context7-enhanced development patterns. Use when creating smart skill systems, implementing AI-driven skill generation, optimizing skill performance with machine learning, or building enterprise-grade skill factories with automated compliance and governance.
brenda-database
Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific enzyme information for biochemical research and metabolic pathway analysis.
notebooklm
Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.
Discovery
This skill explores the environment, network, and available APIs to identify new integration opportunities and tools, enabling automatic adaptation and configuration in new systems.
SupplyChainOptimizer
A Python-based MILP solver for supply chain network optimization, supporting multi-scenario analysis, multi-objective goals, and multi-modal transport. It features a modular architecture with configurable solvers (HiGHS, CBC, SCIP) and processes Excel/JSON inputs to generate detailed optimization outputs.
Task Generation
Generate user-story-organized task lists from implementation plans. Use when plan exists and user is ready for implementation, mentions "create tasks", "break down work", or asks "what tasks are needed" to implement the feature.
citation-management
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.