python-development
claudeModern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices
16 skills · 1 command · 3 agents
Market intelligence and strategic foundation — user research synthesis, competitive analysis, customer segmentation, and product strategy. First phase of the Freebird product development framework.
Not in a marketplace yet, so it loads for one session with --plugin-dir.
Plugin product-discovery in AI-Foundry-Core/ril-agents. Commands read from the repo's manifest — 1 month ago.
competitive-analysis-frameworksStructured frameworks for competitive intelligence, gap analysis, and market positioning. Use when mapping the competitive landscape, building feature comparison matrices, or defining differentiation strategy.
market-sizing-methodsTAM/SAM/SOM estimation, ICP definition, and customer segment sizing. Use when estimating market opportunity, defining ideal customer profiles, or sizing addressable segments.
product-strategy-frameworksStrategy definition, unit economics, monetization models, and roadmap sequencing frameworks. Use when defining product strategy, modeling business economics, or sequencing roadmap priorities.
user-research-methodsQualitative and quantitative user research synthesis techniques. Use when processing raw user interviews, survey data, usability tests, support tickets, or app reviews into structured insights.
/product-discovery:run-discoveryRun the Freebird Discovery phase — user research, competitive analysis, customer segmentation, and product strategy
competitive-analysisAnalyze competitor products, identify feature gaps, and produce competitive positioning frameworks. Generates gap matrices, positioning maps, and strategic recommendations. Use PROACTIVELY for competitive analysis, gap assessment, or market positioning.
customer-segmentationDefine customer segments, ideal customer profiles (ICP), and total addressable market (TAM) from market data and business context. Produces segment definitions, behavioral cohorts, and targeting frameworks that feed into product strategy and PRD development. Use PROACTIVELY for segmentation, ICP def
product-strategyDefine product strategy, monetization models, roadmap priorities, and unit economics. Synthesizes ICP, competitive landscape, and business goals into actionable strategy documents. Use PROACTIVELY for product strategy, monetization planning, or roadmap definition.
user-researchSynthesize raw user interviews, surveys, usability tests, and feedback into structured insights. Produces research summaries, insight maps, and user needs documents that feed into segmentation, journey mapping, and PRD development. Use PROACTIVELY when raw user research exists and needs to be proces
Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices
16 skills · 1 command · 3 agents
Backend API design, GraphQL architecture, workflow orchestration with Temporal, and test-driven backend development
9 skills · 1 command · 8 agents
Orchestrate multi-agent teams for parallel code review, hypothesis-driven debugging, and coordinated feature development using Claude Code's Agent Teams
6 skills · 7 commands · 4 agents
Comprehensive UI/UX design plugin for mobile (iOS, Android, React Native) and web applications with design systems, accessibility, and modern patterns
9 skills · 4 commands · 3 agents
Cloud architecture design for AWS/Azure/GCP, Kubernetes cluster configuration, Terraform infrastructure-as-code, hybrid cloud networking, and multi-cloud cost optimization
8 skills · 7 agents
LLM application development with LangGraph, RAG systems, vector search, and AI agent architectures for Claude 4.6 and GPT-5.2
8 skills · 3 commands · 3 agents
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