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Rerank a list of documents by relevance to a query using Jina AI's reranking API. Requires JINA_API_KEY.

Settle your review of the candidate output. Must be called exactly once, when your review is complete.

List files and directories in a given directory path. Returns names and types (file/dir). Use to discover project structure before reading or editing files. Omit path to list the current working directory.

Load a document file and return its content as text. Supports PDF (go-pdf, pdftotext, pdfcpu), DOCX/EPUB/RTF/ODT (pandoc), HTML (goquery, lynx), CSV, text, directory, notion, markdown (textutil). Use for reading documents into the conversation for analysis or RAG pipelines. Returns document content with optional splitting into chunks. Requires: source (absolute file path). Optional: type (pdf, csv, html, text — auto-detected from extension), chunkSize (split into chunks of N characters).

Load the full instructions for a named skill. Call this when the user's task matches one of the skills listed in <available_skills>. Returns the skill's complete instructions to follow.

Compute the MD5 checksum of a file. Call once before and once after a change to prove whether the file's contents actually changed -- pair both hashes as evidence for task_complete rather than asserting the change happened.