Summarize

Use this skill when the user asks for concise summaries of long text or local documents. Backed by the summarize extension which calls any OpenAI-compatible chat completions endpoint.

Use when

• "Summarize this text"
• "Give me a short summary of this file"
• "Extract key points from this note"
• Long input that would otherwise blow the context window

Do not use when

• User asks for full verbatim rewrite
• User asks for strict legal or medical advice
• Input is binary media (audio/video) without transcript first
• Input fits comfortably in the conversation already (just summarize directly without the tool)

Tools

status

No arguments. Returns endpoint, model, key presence, size limits.

summarize_text

• text (string, required, ≤ 60 000 chars)
• length (string, optional) — short (1–2 sentences) | medium (paragraph, default) | long (6–10 sentences)
• language (string, optional) — output language hint, e.g. Spanish

Returns {length, language, input_chars, summary}.

summarize_file

• path (string, required) — UTF-8 file, max 1 MB
• length, language (optional, same)

Returns {path, bytes, length, language, input_chars, summary}.

Execution guidance

• Default to length: "medium". Bump to short if the user wants a one-liner; long if they ask for an exec summary or report.
• Pass language only if it differs from the conversation language.
• If the text is over 60k chars, chunk it before calling: split into ≤ 50k blocks, summarize each, then summarize the summaries.
• If error code is -32011 (unauthorized) → SUMMARIZE_OPENAI_API_KEY missing or invalid; ask the operator.
• If error code is -32007 (empty completion) → provider returned blank content; retry once or report.
• For binary files (PDF, DOCX) extract text first via another tool; this extension does not parse them.