Paste or upload a SKILL.md and get a plain-English explanation, flagged ambiguities, and structural lint — runs entirely in your browser.
SKILL.md content
SKILL.md content
Anthropic API key (optional — only needed for AI-powered analysis)
Select a folder containing one or more skills (each with its own SKILL.md, anywhere in the tree, including nested). Structural/security scanning only, entirely in this browser tab - folder mode does not call the Anthropic API.
This page runs the real SkillScope parsing/security-scan logic locally in your browser via
Pyodide (Python compiled to WebAssembly) —
structural analysis needs no API key and nothing you paste here is sent anywhere.
AI-powered analysis (summary, ambiguities, flow diagram) calls the Anthropic API
directly from your browser using the key above; it is stored only in
this browser (if you check "remember") and is sent only to api.anthropic.com, never
to any server of ours — this page is static and has no backend. For a version that keeps
your key server-side instead, run the Flask app from the
repo locally.