gitwalter
- 212 skills
- 0 followers
- 7 hours ago last updated
- ▌ Securing AI Systems · gitwalter bundlePrompt injection defense, API security, and content filtering for AI systems
- ▌ Society Integration · gitwalterIntegration of agent systems with blockchain protocols, contracts, event stores, reputation networks, and collective verification engines.
- ▌ Testing Spring Apps · gitwalter bundleJUnit 5 patterns, Spring Boot Test slices (@WebMvcTest, @DataJpaTest), MockMvc for API testing, Testcontainers for integration tests (PostgreSQL, Redis, Kafka), Mockito patterns, Test fixtures with @TestConfiguration
- ▌ Slicing Stories · gitwalterDecomposes epics from knowledge/prd.md into vertically sliced, independently shippable user stories with BDD acceptance criteria. Detects horizontal slices and technical tasks masquerading as stories, and proposes corrected splits. Use when the user wants to break down epics, create sprint-ready stories, check if stories are independently shippable, or says "let's slice the stories", "break this down", or "is this story too big". Reads knowledge/prd.md. Updates story sections in-place.
- ▌ Managing Plane Tasks · gitwalter bundleHigh-performance management of Plane PMS using specialized scripts, persistent context, Jinja2 templates, and memory MCP integration.
- ▌ Data Validation · gitwalterSkills for validating data integrity, schema compliance, and lineage in data pipelines.
- ▌ Deploying To Kubernetes · gitwalter bundleDeployment/Service/ConfigMap/Secret patterns, Horizontal Pod Autoscaler, Ingress configuration, Health probes (liveness/readiness/startup), Resource requests and limits, Helm chart basics, Kustomize overlays, Rolling updates
- ▌ Exporting Agent Bundles · gitwalter bundleCreate and export PABP agent bundles for cross-platform portable behavior transfer
- ▌ Integrations With Azure · gitwalter bundleAzure App Service deployment, Azure Functions, Service Bus messaging, Key Vault integration, Container Apps, Application Insights
- ▌ Onboarding Team Huddles · gitwalter bundleCondensed 1-2 hour collaborative onboarding for small teams (2-5 people) with mini-games and shared decision-making
- ▌ Selecting Methodologies · gitwalter bundleGuide users through selecting and configuring development methodology for agent system
- ▌ Developing Rap Objects · gitwalter bundleRAP business object creation (managed, unmanaged, abstract), behavior definitions, determinations, validations, actions, draft handling, authorization control
- ▌ Fixing Pipeline Errors · gitwalter bundleSystematic error detection and fixing strategy for CI/CD pipeline failures with intelligent test packaging
- ▌ Gathering Requirements · gitwalter bundle5-layer requirements elicitation for Cursor agent system generation with axioms, purpose, and methodology
- ▌ Governing Repositories · gitwalter bundleComprehensive skill for link verification, file organization, artifact syncing, and README automation.
- ▌ Interacting With Human · gitwalter bundleApproval workflows, interrupts, and feedback patterns for agents
- ▌ Logging And Monitoring · gitwalter bundleStructured logging with structlog, metrics collection, alerting patterns, and distributed tracing
- ▌ Managing Agentic Loops · gitwalter bundleReAct pattern implementation, reflection and self-correction, planning and task decomposition, iterative refinement patterns
- ▌ Managing Vision Agents · gitwalter bundleImage analysis with multi-modal LLMs (GPT-4V, Gemini Vision), object detection integration, image generation pipelines, and visual question answering
- ▌ Operating Environments · gitwalter bundleConfig-driven operating environment skill for shell commands, tool path resolution, and platform-specific syntax across all platforms
- ▌ Processing Excel Files · gitwalter bundleExcel file processing and manipulation using the Excel MCP Server
- ▌ Selecting Enforcements · gitwalter bundleGuide users through selecting enforcement patterns that ensure agent system lives its values
- ▌ Tracing With Langsmith · gitwalter bundleDebugging and tracing LangChain/LangGraph with LangSmith MCP
- ▌ Briefing Prototypes · gitwalterConverts the top-ranked opportunity cluster into a concrete, buildable prototype brief ready to hand off to the architecture phase. Defines the smallest testable slice, the riskiest assumption to validate, the AI components involved, and the success signal. Use this skill when the user is ready to move from ideas to building, asks "what should we prototype", "what do we build first", or "let's make this concrete". Requires knowledge/opportunities.md. Writes to knowledge/prototype-brief.md and requires human approval before the phase gate.
- ▌ Assessing Risks · gitwalterQuantitative and Industrial risk assessment with VaR, drawdown analysis, SLA breach forecasting, and process reliability metrics.
- ▌ Orchestrating MCP · gitwalterMaster skill for orchestrating and utilizing the full MCP ecosystem (Tavily, RAG, Memory, Sequential Thinking)
- ▌ Eliciting Nfr · gitwalterConducts a structured Socratic elicitation session to surface all non-functional requirements, with deep focus on AI-specific NFRs that standard templates miss. Use when the user wants to define performance requirements, talk through constraints, discuss what the system must not do, or says "what are the NFRs", "let's think about performance", "how fast does it need to be", or "what are the constraints". Reads knowledge/prototype-brief.md. Writes to knowledge/nfr.md.
- ▌ Applying Jpa Patterns · gitwalter bundleJPA entity design (relationships, inheritance, embedded), Spring Data JPA repositories (derived queries, @Query, Specifications), Transaction management, N+1 query prevention (EntityGraph, JOIN FETCH), Auditing, Flyway/Liquibase migrations
- ▌ Deploying With Docker · gitwalter bundleTactical Blueprint for Production-Grade Docker. Focuses on security hardening, image optimization, and multi-stage builds.
- ▌ Developing Fiori Apps · gitwalter bundleFiori Elements app creation (List Report, Object Page, Worklist), CDS annotations for UI, value helps, draft-enabled UIs, SAP Fiori Tools usage
- ▌ Building Sap Fiori · gitwalter bundleTactical Blueprint for SAP Fiori Elements development. Focuses on metadata-driven UI development via CDS annotations and SAP Fiori Tools.
- ▌ Developing Fastapi · gitwalter bundleFastAPI project structure, Router organization, Dependency injection, Pydantic v2 models, Background tasks, WebSocket endpoints, Middleware, CORS, OpenAPI customization
- ▌ Developing Sap Rap · gitwalter bundleTactical Blueprint for RESTful ABAP Programming (RAP) and CDS Modeling. Focuses on 'Clean Core' compliant on-stack extensibility in S/4HANA Cloud.
- ▌ Optimizing Prompts · gitwalter bundleDSPy integration for declarative prompt optimization, prompt versioning, A/B testing, few-shot optimization, chain-of-thought patterns, prompt caching
- ▌ Context Retrieval · gitwalterActively retrieve context from the Dual-Storage Cognitive Memory system (Qdrant & SQLite) for seamless IDE integration.
- ▌ AI Agent Operations · gitwalterAI model configuration, LLM memoization, agentic RAG search, and vector library maintenance.
- ▌ Developing Blazor Apps · gitwalter bundleBlazor Server, WebAssembly, and Auto render modes, component lifecycle, state management, JavaScript interop, authentication
- ▌ Committing Releases · gitwalter bundleSafe commit and release workflow with auto-sync, changelog updates, and learning from failures
- ▌ Configuring Systems · gitwalter bundleInteractive configuration and onboarding skill for Antigravity Agent Factory settings
- ▌ Exporting Workshops · gitwalter bundleExport learning workshops to standalone projects with all necessary artifacts for maximum AI-assisted learning
- ▌ Extending Knowledge · gitwalter bundleExtend Factory knowledge, skills, and templates via research, documents, or user links
- ▌ Extending Workflows · gitwalter bundleCreate and extend workflow definitions using the workflow system architecture
- ▌ Managing Guardrails · gitwalterEnforcement of safety guardrails, axiom verification, secret scanning, and mutability protections.
- ▌ Registering Systems · gitwalter bundlePrecise skill for updating JSON registries, dependency graphs, and manifests.
- ▌ Retrieving Advanced · gitwalter bundleMulti-index RAG, query decomposition, contextual compression, and self-querying retrievers
- ▌ Sandboxing Security · gitwalter bundleInput validation and sanitization, output filtering, code execution safety, and permission management
- ▌ Selecting Practices · gitwalter bundleGuide users through selecting practices that maintain excellence, alignment, and continuous improvement
- ▌ Framing Problems · gitwalterStructures an ambiguous idea or pain point into a crisp, bounded problem statement with user context, assumptions, success criteria, and out-of-scope boundaries. Use this skill at the very start of any ideation session, when the user describes a vague goal, a frustration, an opportunity, or says something like "I want to build X" or "users are struggling with Y". Invoke before brainstorming — framing must precede divergence.
- ▌ Get API Docs · gitwalterFetch and manage up-to-date API documentation for coding tasks using Context Hub (chub). Ensures agents have situation-adequate documentation for modern tools and prevents hallucinations.
- ▌ Template Creator · gitwalter bundleStandardized template creation and validation with mandatory schema validation
- ▌ Testing Frontend · gitwalter bundleVitest setup and configuration, React Testing Library patterns, component testing (render, fireEvent, waitFor), mock patterns (MSW for API mocking), Playwright E2E testing, snapshot testing strategy, and coverage configuration.
- ▌ Workflow Creator · gitwalter bundleStandardized workflow creation and evaluation with mandatory schema validation
- ▌
- ▌ Building Raw Bundles · gitwalter bundleBuild raw Cursor artifact bundles as verbatim zip copies filtered by domain profile
- ▌ Generating Knowledge · gitwalter bundleJSON knowledge file generation with mandatory schema validation against schemas/knowledge-file.schema.json
- ▌ Generating Templates · gitwalter bundleCode and document template generation skill with mandatory schema validation against schemas/template.schema.json
- ▌ Generating Workflows · gitwalter bundleWorkflow pattern generation and customization skill with mandatory schema validation against schemas/workflow.schema.json
- ▌ Guiding S4 Processes · gitwalter bundleAnswer process and configuration questions for FI (incl. FI-CAX, VIM), SD, MM, EWM, LE, CO, WM, AIF, and logistics chain. Supports ABAP development patterns. Output EN or DE.
- ▌ Operating Filesystem · gitwalter bundleFile reading/writing tools, directory traversal, file type detection, and security sandboxing
- ▌ Validating Backtests · gitwalter bundleValidate trading strategies with walk-forward analysis, Monte Carlo simulation, and robustness checks
- ▌ Blueprint Creator · gitwalter bundleStandardized blueprint creation and validation with mandatory schema validation
- ▌ Building Trpc API · gitwalter bundletRPC router setup with Next.js App Router, procedures (query, mutation, subscription), input validation with Zod, middleware and context, React Query integration, error handling, and type inference.
- ▌ Developing Nextjs · gitwalter bundleComprehensive Next.js 16 App Router patterns, Server vs Client Components decision tree, route handlers, Server Actions, middleware, streaming with Suspense, parallel routes, intercepting routes, and advanced routing patterns.
- ▌ Knowledge Creator · gitwalter bundleStandardized knowledge file creation and validation with mandatory schema validation
- ▌ Designing Apis · gitwalter bundleREST API design (resource naming, HTTP methods, status codes), OpenAPI/Swagger documentation, API versioning strategies (URL, header, query), GraphQL schema design, gRPC proto definitions, Pagination patterns, Error response format, Rate limiting headers
- ▌
- ▌ Onboarding Express · gitwalter bundleFast-track 10-15 minute onboarding for individual developers with guided prompts and celebrations
- ▌ Optimizing Caching · gitwalter bundleLLM response caching, semantic caching, memoization, cache invalidation
- ▌
- ▌ Updating Knowledge · gitwalter bundleInteractive skill for reviewing, applying, and managing knowledge updates
- ▌ Validating Readmes · gitwalter bundleValidates that project structure documented in README.md accurately reflects the actual filesystem structure
- ▌
- ▌ Securing Agents · gitwalter bundleTactical Blueprint for AI Security and Guardrails. Focuses on prompt injection defense, PII detection, and content safety for agentic systems.
- ▌ Training Models · gitwalter bundlePyTorch training loops, distributed training with DeepSpeed/FSDP, hyperparameter tuning with Optuna, experiment tracking, mixed precision training, checkpointing
- ▌ Using Langchain · gitwalter bundleLangChain 1.x patterns for chains, tools, memory, and structured outputs
- ▌ Writing Prd · gitwalterProduces a complete Agentic PRD from the approved prototype brief. Combines human-readable product context with machine-executable acceptance criteria, structured story format, and explicit AI-component requirements. Use when the user wants to write requirements, create a PRD, document what to build, or says "let's write the spec", "document the requirements", or "what are we building". Requires knowledge/prototype-brief.md to be present and approved. Writes to knowledge/prd.md.
- ▌ Operating Github · gitwalter bundleGitHub operations and repository management using the GitHub MCP Server
- ▌ Deploying To Btp · gitwalter bundleBTP Cloud Foundry deployment (cf push, MTA), service bindings (XSUAA, destination, connectivity), Kyma runtime deployment, SAP Build Work Zone integration
- ▌ Selecting Axioms · gitwalter bundleInteractive guidance for selecting appropriate trust verification tier
- ▌ Brainstorming · gitwalterYou MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
- ▌ Agent Creator · gitwalter bundleStandardized agent creation and evaluation with mandatory schema validation
- ▌ Skill Creator · gitwalter bundleCreate new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
- ▌ Pabp Packaging · gitwalterPlatform Application Bundle Protocol (PABP) management, MCP config generators, bundle importers, and compliance verifiers.
- ▌
- ▌ Tdd Rigor · gitwalterUse when implementing any feature or bugfix, before writing implementation code. Enforces the Iron Law of TDD.
- ▌ Checking Versions · gitwalter bundleOn-demand version audits using version-registry.json as source of truth
- ▌ Generating Agents · gitwalter bundleAgent definition file generation with mandatory schema validation against schemas/agent.schema.json
- ▌ Processing Speech · gitwalter bundleSpeech-to-text (Whisper, cloud APIs), text-to-speech synthesis, real-time transcription, and audio analysis
- ▌ Receiving Updates · gitwalter bundleReceive and apply updates from the Antigravity Agent Factory including skills, knowledge, and agents
- ▌ Researching First · gitwalter bundleResearch existing solutions before building to create multiplied value
- ▌ Translating Tests · gitwalter bundleConvert tests between frameworks (pytest, unittest, behave) and translate test patterns across languages
- ▌ Developing Bdd · gitwalter bundleBehavior-driven development with Gherkin feature files, scenario outlines, and step definitions
- ▌ Git Governance · gitwalterAutomated governance, hook installation, pre-commit validation, branch isolation, and safe commit operations.
- ▌
- ▌
- ▌ Processing Ocr · gitwalter bundleImage-to-text with various engines (Tesseract, EasyOCR, cloud APIs), PDF text extraction, table recognition, and layout analysis
- ▌ Serving Models · gitwalter bundleProduction model serving with vLLM, TGI, Ollama, Triton, FastAPI endpoints, batching, and GPU optimization
- ▌ Testing Agents · gitwalter bundleUnit testing with mocks, integration testing, LangSmith evaluation, benchmarking
- ▌ Writing Plans · gitwalterUse when you have a spec or requirements for a multi-step task, before touching code. Enforces bite-sized task granularity.
- ▌ Handling Errors · gitwalter bundleRetry strategies with tenacity, fallback patterns, circuit breakers, graceful degradation