Run the full Semantica semantic extraction pipeline on a file or selected text — NER, relations, events, coreference resolution, triplets, and validation. Clears result cache before each run. Returns Markdown tables with entity/relation/event/triplet results and inline validator warnings.

Export Semantica graphs, results, and provenance to JSON, RDF, Parquet, CSV, GraphML, and other formats.

Explain Semantica reasoning, decision logic, and graph results with traceability, causal context, and human-readable rationale.

Detect duplicate entities, duplicate groups, and relationship duplicates in Semantica using fuzzy matching, schema heuristics, and graph similarity.

Full decision lifecycle in Semantica — record, query, find precedents (hybrid/advanced), analyze influence, explain, insights dashboard, list, and record exceptions. Uses AgentContext, ContextGraph, DecisionQuery, CausalChainAnalyzer, DecisionRecorder.

Track and inspect graph changes, diffs, temporal updates, and the impact of new data on Semantica knowledge graphs.

Analyze cause-and-effect relationships in the Semantica knowledge graph — causal chains, interventions, counterfactuals, and causal influence scores.

Semantica full-stack knowledge graph skill for context graphs, decision intelligence, explainability, extraction, reasoning, visualization, ontology, provenance, policy, and export workflows.

Write and run automated tests with Jest and Testing Library in the browser. Import code from script editor, use watch mode, and run tests programmatically. Load this skill when writing tests for playground code or running tests via SDK.

Deploy LiveCodes to static servers, GitHub Pages, or Docker. Configure SDK appUrl, BASE_URL for subdirectories, and handle share/broadcast services. Load this skill when self-hosting LiveCodes or using a custom app URL.

Use SDK methods to interact with playgrounds: run, getCode, setConfig, getConfig, watch, runTests, format, getShareUrl, show, destroy. Load this skill when programmatically controlling embedded playgrounds, reacting to code changes, or retrieving compiled output.

Create and configure embedded playgrounds using createPlayground(), EmbedOptions, container setup, loading modes (eager/lazy/click), and appUrl for self-hosted instances. Load this skill when embedding LiveCodes in web pages, configuring playground containers, or setting up SDK integration.

Import npm, deno.land/x, jsr, and GitHub modules without build steps using automatic CDN resolution, custom import maps, and CDN provider prefixes. Load this skill when using bare module imports, configuring CDN providers, or resolving import conflicts.

Integrate LiveCodes with documentation sites using remark-livecodes, markdown-it-livecodes, gatsby-remark-livecodes, or marked-livecodes for Docusaurus, Astro, VitePress, Next.js, and Storybook.

Work with 90+ supported languages, compilers, CSS processors, and WASM-compiled languages for markup, style, and script editors. Load this skill when configuring languages, setting up CSS processors, or working with WASM-based languages like Python, Ruby, or Go.

Import code from GitHub gists/files/repos, GitLab, URLs, DOM, and local files. Export projects as HTML, JSON, ZIP, or to external services. Load this skill when loading projects from external sources or exporting project state.

Run playground without visible UI using SDK methods directly. Load this skill when building Markdown compilers, code formatters, or tools that need compiled output without display.

Use the "Preview in LiveCodes" GitHub Action to generate preview playground links for pull request code changes. Automates playground creation and PR comments.

Quick start for standalone app at livecodes.io, embedding playgrounds with CDN or npm, and self-hosting basics. Load this skill for initial setup and basic usage patterns.

Use SDK with React, Vue, Svelte, Solid, Preact, and Web Components. sdkReady callback pattern, reactive props, and framework-specific setup. Load this skill when embedding LiveCodes in a framework application.