⌘ K
Newest skills
1211 skills
demo-video
Assemble ordered frames or clips with narration into a narrated MP4 via FFmpeg
caveman
Ultra-compressed response style that reduces output token count while preserving technical accuracy, with intensity levels and auto-clarity safety rules
engagement-reporting
Creates source-grounded internal or external weekly engagement status reports with optional Outlook draft creation.
feasibility
Author and validate durable data and ML feasibility studies using the Feasibility Study Interchange Profile, constrained YAML authority, UUID URN identity, lifecycle lineage, and evidence traceability. Use when assessing whether available data and technical evidence support a proposed outcome.
data-science-engineering-foundation
State, resume, reconstruction, job-lifecycle, transition, and flow-state mechanics for the Data Science and Engineering Coach. Loaded by the coach; not a user entry point.
python-foundational
Foundational Python best practices, idioms, and code quality fundamentals
code-review
Review code changes from multiple perspectives with context bootstrap, depth-tier rigor, and structured findings output.
verify-test-baseline
Generate and run post-migration tests from the frozen baseline specification.
project-recon
Zero-dependency shell recon for any code repository — detect languages, count LOC, and report project scale. Pure POSIX find/wc or PowerShell, no Python or third-party tools required. Triggers: "how big is this project", "what languages", "project sizing", "repo recon", "LOC count", "scope check".
modernization-integration-tests
Run multi-layer integration tests for modernized Java applications. Supports 4 layers - Layer 1 (TestContainers), Layer 2 (Smoke Tests), Layer 3 (Azure Integration), Layer 4 (Behavioral Comparison). Java projects only - skip if source code is not Java. Triggers: "generate integration tests", "add integration tests", "create Layer 1 tests", "create Layer 2 tests" NOT for: unit tests, performance tests, load tests.
spring-boot-scaffolding
Reference guide for creating a new Spring Boot project during rewrite migration.
guidelines
Collection of framework-to-framework migration rules and transformation patterns (e.g., Struts→Spring MVC, JSP→Thymeleaf, EJB→Spring Boot). Triggers: "check migration guidelines", "look up transformation rules", "find Struts-to-Spring patterns", "apply migration conventions", "conversion rules for X→Y". Also consumed automatically by breaking-down-tasks and implementing-code during migration workflows. NOT for: direct execution — other skills scan this directory.
dag-generation
Generate task DAGs for modernization projects — select fragments from task catalog, produce initial DAG (Stage 1), and execute/validate DAG from plan artifacts (Stage 2).
create-test-baseline
Create a test baseline for the project to be modernized. The baseline will be used for later verification of modernization tasks.
configuration-inventory
Generate comprehensive configuration and externalized settings inventory
business-workflows
Generate core business workflow documentation with sequence diagram
building-java-knowledge-graph
Analyzes JVM projects (Java/Kotlin/Scala/Groovy) and generates knowledge graphs with tree-sitter parsing. Requires Python 3 on the host and a JVM project with Maven/Gradle/Ant/Ivy build files. Skips gracefully if either prerequisite is missing. Triggers when asked to "build knowledge graph", "analyze project structure", "parse Java codebase", or "generate dependency graph".
architecture-diagram
Generate architecture diagram with component relationship details from project analysis
appmod-hooks
Lifecycle hooks for the modernize-rearchitecture coordinator. Defines hook points, registered actions, and execution rules.
code-simplifier
Analyzes recently modified code and creates pull requests with simplifications that improve clarity, consistency, and maintainability while preserving functionality