breadth-chart-analyst
This skill should be used when analyzing market breadth charts, specifically the S&P 500 Breadth Index (200-Day MA based) and the US Stock Market Uptrend Stock Ratio charts. Use this skill when the user provides breadth chart images for analysis, requests market breadth assessment, positioning strategy recommendations, or wants to understand medium-term strategic and short-term tactical market outlook based on breadth indicators. All analysis and output are conducted in English.
tactical-ddd
Design, refactor, analyze, and review code by applying the principles and patterns of tactical domain-driven design. Triggers on: domain modeling, aggregate design, 'entity', 'value object', 'repository', 'bounded context', 'domain event', 'domain service', code touching domain/ directories, rich domain model discussions.
domain-driven-design
Domain-Driven Design tactical and strategic patterns including entities, value objects, aggregates, bounded contexts, and consistency strategies. Use when modeling business domains, designing aggregate boundaries, implementing business rules, or planning data consistency.
strategic-build
Distinguishes strategic vs tactical work during development using Shreyas Doshi's frameworks and Marty Cagan's empowered teams principles. Use when making architectural decisions, choosing what to build, preventing "product theater", or applying the LNO framework (Leverage, Neutral, Overhead). Helps avoid feature factory and build work that compounds.
strategic-pm
Shifts thinking from tactical to strategic using Anneka Gupta's frameworks for becoming more strategic. Use when escaping feature factory, moving from output to outcomes, or communicating strategic value.
breadth-chart-analyst
This skill should be used when analyzing market breadth charts, specifically the S&P 500 Breadth Index (200-Day MA based) and the US Stock Market Uptrend Stock Ratio charts. Use this skill when the user provides breadth chart images for analysis, requests market breadth assessment, positioning strategy recommendations, or wants to understand medium-term strategic and short-term tactical market outlook based on breadth indicators. All analysis and output are conducted in English.
aposd-maintaining-design-quality
Enforce strategic programming discipline when modifying existing code. Guide through STOP-ASK-DECIDE-VERIFY workflow with urgency tier assessment (trivial/minor/standard/emergency). Include when NOT to refactor (Chesterton's Fence, performance-critical, no tests) and block tactical shortcuts via anti-rationalization tables. Use when fixing bugs, extending features, or tempted to make quick fixes. Triggers on: modify code, fix bug, extend feature, quick fix, tactical change.
domain-driven-design
Domain-Driven Design tactical patterns for complex business domains. Use when modeling entities, value objects, domain services, repositories, or establishing bounded contexts.
unslopify
Tactical code cleanup focusing on type strictness, single responsibility, fail-fast patterns, and DRY. Detects sloppy code, workarounds, silent failures, god classes, and duplication. Use for quick code quality checks before committing or during code review.
chess-best-move
Guide for analyzing chess positions from images and determining optimal moves. This skill should be used when asked to find the best move, checkmate, or tactical solution from a chess board image. It provides structured approaches for image-based chess analysis, piece detection calibration, position validation, and move verification.
translation-reframing-audience-shift
Use when content must be translated between audiences with different expertise, context, or goals while preserving accuracy but adapting presentation. Invoke when technical content needs business framing (engineering decisions → executive summary), strategic vision needs tactical translation (board presentation → team OKRs), expert knowledge needs simplification (academic paper → blog post, medical diagnosis → patient explanation), formal content needs casual tone (annual report → social media post), long-form needs summarization (50-page doc → 1-page brief), internal content needs external framing (roadmap → public updates, bug tracking → known issues), cross-cultural adaptation (US idioms → international clarity, Gen Z → Boomer messaging), medium shifts (written report → presentation script, detailed spec → action checklist), or when user mentions "explain to", "reframe for", "translate this for [audience]", "make this more [accessible/formal/technical]", "adapt for [executives/engineers/customers]", "simplify without losing accuracy", or "same content, different audience". Apply to technical communication (code → business value), organizational translation (strategy → execution), education (expert → novice), customer communication (internal → external), cross-cultural messaging, and anywhere same core message needs different presentation for different stakeholders while maintaining correctness. Not intended for human-language translation, simple copy-editing, or creating entirely new content.
layered-reasoning
Use when reasoning across multiple abstraction levels (strategic/tactical/operational), designing systems with hierarchical layers, explaining concepts at different depths, maintaining consistency between high-level principles and concrete implementation, or when users mention 30,000-foot view, layered thinking, abstraction levels, top-down design, or need to move fluidly between strategy and execution.
sys-decomposing-goals
Decomposes a goal into subgoals using top-down derivation formulas. Creates linked goal hierarchy with parent-child relationships. Recursively breaks business goals into system, operational, and tactical goals.
creative-leadership-mindset-shift
Transition from a reactive, fear-based leadership style to a creative, purpose-driven mindset. Use this when you feel stuck in tactical execution, face burnout, struggle with "people-pleasing," or are transitioning into a senior leadership role where formal authority is insufficient.
product-vision-storytelling
A tactical framework for crafting and communicating a product vision that aligns teams and excites stakeholders. Use this when kicking off a new product area, preparing for annual planning, or when the team lacks a clear "North Star."
leveraging-leadership-to-bulldoze-obstacles
A tactical framework for accelerating projects by using managers and executives as "path-clearers." Use this when stuck on cross-functional dependencies, facing a "high-noise" information environment, or needing to align on a vague product brief before wasting resources.
micro-influencer-growth-engine
A tactical framework for scaling word-of-mouth through micro-influencer 'echo chambers.' Use this when you have established baseline organic growth and want to amplify it, or when launching a visual/prosumer product where traditional ads feel too sterile.
startup-pivot-framework
A tactical framework for identifying when a startup idea is failing and executing a "warm" pivot. Use this when growth has stalled despite multiple experiments, when the current idea is identified as a "tarpit," or when founders have lost conviction in the current direction.
product-owner-to-manager-transition
Move from a tactical Product Owner (PO) role to a strategic Product Manager (PM) role. Use this skill when you are stuck in the "Build Trap," when your role is limited to backlog grooming, or when applying for PM roles at product-led tech companies.
founder-led-sales-playbook
A tactical framework for early-stage founders to transition from cold outreach to signed contracts. Use this when you are a pre-seed/seed founder doing your first sales, when conversion rates on cold emails are low, or when you need to navigate enterprise procurement for the first time.
b2b-category-creation-strategy
A framework for determining when to create a new software category versus winning an existing one, and the tactical steps to define and validate that category. Use this when your product is too disruptive for current labels, when existing categories have negative associations, or when you need to expand your TAM.
humane-termination-and-layoff-process
A tactical framework for conducting individual terminations or large-scale layoffs with dignity. Use this when a team member is no longer a fit, or when fiscal constraints require a reduction in force (RIF).
map-generator
Generates enriched prompts for 2D fantasy maps with "world-keeper" validation. Enables creation of city, region, dungeon, and tactical combat maps consistent with the BFRPG setting.
clean-architecture
Clean Architecture, Hexagonal Architecture (Ports & Adapters), and Domain-Driven Design fundamentals. Layer boundaries, dependency rules, and tactical patterns for maintainable systems.
negotiation-expert
Expert in commercial lease negotiation strategy using evidence-based persuasion techniques. Use when crafting responses to tenant objections, defending rent and lease terms, structuring counter-offers, negotiating with difficult parties, overcoming deadlocks, responding to competitive pressure, or formulating calibrated questions that shift burden of proof. Expert in evidence-based anchoring, tactical empathy, uncovering hidden constraints, and value-creating solutions. Key terms include calibrated questions, accusation audit, labeling, tactical empathy, evidence-based anchoring, market comparables, burden of proof, negotiation tactics
nimby-objection-analysis-response
Expert in understanding and responding to community opposition including objection classification (legitimate vs. misinformation vs. fundamental vs. hidden motivations), evidence-based response strategies, and coalition building. Use when managing organized opposition, distinguishing tactical objections from legitimate concerns, developing mitigation measures, or building supporter coalitions. Key terms include NIMBY, objection classification, mitigation measures, impact studies, coalition building, comparative project outcomes
objection-handling-expert
Expert in analyzing and responding to tenant objections in commercial lease negotiations. Use when tenant objects to rent as above market, requests higher TI allowance, demands more free rent, pushes back on security deposit or personal guarantee, claims market is soft, cites competitive properties, requests shorter term or early termination rights, or challenges any lease provision. Expert in classifying objection types (financial, operational, market-based, risk-based), distinguishing legitimate concerns from negotiating tactics, and crafting evidence-based responses. Key terms include rent objection, TI allowance, free rent, market comparables, competitive pressure, tactical objection, legitimate concern, evidence-based response, value-creating solution
domain-driven-design
Expert guidance for Domain-Driven Design (DDD) architecture and implementation. Use when designing complex business systems, defining bounded contexts, structuring domain models, choosing between a modular monolith and microservices, implementing aggregates, entities, or value objects, or when users mention DDD, domain-driven design, bounded context, aggregate, domain model, ubiquitous language, event storming, context mapping, domain events, anemic domain model, strategic design, tactical patterns, or domain modeling. Helps make architectural decisions, identify subdomains, design aggregates, and avoid common DDD pitfalls.
ui-refactor
Tactical user interface design guide for fixing layouts, selecting colors/fonts, and creating professional UIs. Use when the user asks to "make this look better," needs help with CSS/styling decisions, wants to create a design system, or needs to fix a cluttered interface.
domain-driven-design
Design and review software using patterns from Eric Evans' "Domain-Driven Design." Use for DDD tactical patterns (Entities, Value Objects, Aggregates, Repositories, Factories, Domain Services), strategic patterns (Bounded Context, Context Map, Anticorruption Layer, Shared Kernel, Open Host Service), supple design (Intention-Revealing Interfaces, Side-Effect-Free Functions, Closure of Operations), distillation (Core Domain, Segregated Core), large-scale structure (Responsibility Layers, Knowledge Level), and Ubiquitous Language. Trigger on "DDD", "domain-driven design", "bounded context", "aggregate root", "value object", "entity", "repository pattern", "domain service", "anticorruption layer", "context map", "ubiquitous language", "core domain", "specification pattern", "supple design", "layered architecture", or "strategic design."
domain-driven-design
Design and review software using patterns from Eric Evans' "Domain-Driven Design." Use for DDD tactical patterns (Entities, Value Objects, Aggregates, Repositories, Factories, Domain Services), strategic patterns (Bounded Context, Context Map, Anticorruption Layer, Shared Kernel, Open Host Service), supple design (Intention-Revealing Interfaces, Side-Effect-Free Functions, Closure of Operations), distillation (Core Domain, Segregated Core), large-scale structure (Responsibility Layers, Knowledge Level), and Ubiquitous Language. Trigger on "DDD", "domain-driven design", "bounded context", "aggregate root", "value object", "entity", "repository pattern", "domain service", "anticorruption layer", "context map", "ubiquitous language", "core domain", "specification pattern", "supple design", "layered architecture", or "strategic design."
fastapi-enterprise
Tactical Blueprint for production-grade FastAPI applications. Focuses on procedural execution, tool-calling sequences, and idiomatic excellence.
Programming — Python Asyncio
Tactical blueprint for high-performance Python asyncio. Focuses on structured concurrency, resource safety, and resilient background processing.
Building SAP Fiori
Tactical Blueprint for SAP Fiori Elements development. Focuses on metadata-driven UI development via CDS annotations and SAP Fiori Tools.
agent-security-guardrails
Tactical Blueprint for AI Security and Guardrails. Focuses on prompt injection defense, PII detection, and content safety for agentic systems.
operating-ml-engineering
Tactical Blueprint for ML Training, Deployment, and Monitoring. Focuses on production-grade PyTorch loops, distributed training, and MLOps observability.
deploying-with-docker
Tactical Blueprint for Production-Grade Docker. Focuses on security hardening, image optimization, and multi-stage builds.
domain-driven-design
Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
engineering-rag-systems
Tactical blueprint for Retrieval-Augmented Generation (RAG) systems, focusing on document ingestion, semantic retrieval, reranking, and citation truth.
ml-engineering-ops
Tactical Blueprint for ML Training, Deployment, and Monitoring. Focuses on production-grade PyTorch loops, distributed training, and MLOps observability.
agentic-loop-mastery
Tactical Blueprint for stateful AI agents and multi-agent systems. Focuses on LangGraph orchestration, state persistence, and procedural loop logic.
ddd-tactical-patterns
Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.
integrating-sap-cloud
Tactical Blueprint for SAP Cloud Integration (CPI), Event Mesh, and API Management. Focuses on secure, observable, and resilient enterprise integration patterns.
sap-enterprise-rap
Tactical Blueprint for RESTful ABAP Programming (RAP) and CDS Modeling. Focuses on 'Clean Core' compliant on-stack extensibility in S/4HANA Cloud.
securing-agents
Tactical Blueprint for AI Security and Guardrails. Focuses on prompt injection defense, PII detection, and content safety for agentic systems.
building-nextjs-enterprise
Tactical Blueprint for production-grade Next.js 15+ applications. Focuses on procedural execution, tool-calling sequences, and idiomatic excellence.
Mastering Agentic Loops
Tactical blueprint for stateful AI agents and multi-agent systems. Focuses on LangGraph orchestration, state persistence, and procedural loop logic.
sap-integration-cloud
Tactical Blueprint for SAP Cloud Integration (CPI), Event Mesh, and API Management. Focuses on secure, observable, and resilient enterprise integration patterns.