WebAI Studio & Lab✳
Interactive tools that run entirely in your browser, without an API or account.
No text is sent to a remote service. No fake AI output is presented as model-generated.
Prompt builder
Build a clear request and copy it to your tool of choice.
JSON validator & formatter
Check syntax, pretty-print or minify a JSON document.
Text length estimator
Counts characters and words; token counts are a rough estimate only.
Simplified approximation (~4 characters/token), not a substitute for the model tokenizer.
Contrast checker
Compare two colors using the WCAG contrast formula.
Contrast calculation is not a full accessibility audit.
Agent approval simulation
Sensitive actions stay blocked until explicit approval. This demo contacts no service and makes no booking.
Turn concepts into practical checks
Ten additional modules execute in your browser only. No text uploads, no remote AI and no claim of complete validation. Each checker explains its own limits.
AI crawler policy
Compare search and training crawler preferences. robots.txt does not enforce access control.
The file will appear here.
Structured data builder
Describe a resource without inventing invisible properties. This builder does not test search engine eligibility.
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RAG chunking explorer
Visualize deterministic word chunks with overlap. No embeddings or vector index.
XML sitemap inspector
Parses XML and some Sitemap protocol elements, without fetching URLs or checking indexing.
Basic HTML checks
Checks h1, main, missing image alt attributes and unlabeled inputs. Not a replacement for WCAG or human testing.
URL inspector
Find host, path, query and fragment. No network request or trust verification.
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MCP tool descriptor builder
Draft tool metadata and a JSON input schema without running or exposing a server.
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JSON document comparison
Compare paths and values in two JSON documents without changing either.
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Citation review worksheet
Record a claim, source excerpt and date; you decide whether evidence supports it. No automatic semantic verification.
Safe Markdown preview
Render headings, paragraphs, lists and quotes from plain text. This is not a complete CommonMark engine.