SuperAPI AI Directory

hyper-extract

Data & analytics

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Updated 10-29 04:36

About this skill

Hyper-Extract

Instructions

  1. Classify the task as document parsing/extraction, index/search, configuration, template management, or MCP. Check the pin and installed CLI help before using exact flags.
  2. he parse <input> -t <template> -o <output> is a documented command shape; preview the source files and output directory first. Extraction may send document data to a configured model provider. Obtain explicit approval for uploads, provider calls, cost, and output writes.
  3. Inspect provider/config location and permissions before recommending changes. The pinned implementation stores config under ~/.he/config.toml and restricts access where supported. Never print or request API key values; use provider environment settings or secure local entry only after approval.
  4. Do not infer MCP safety from CLI use. Review transport, tool scope, credentials and client config; obtain approval before server start or registration.

Examples

  • “Extract this local Markdown file using a template, but do not call a provider yet.”
  • “Explain the difference between he parse and he search.”
  • “Troubleshoot an he config issue without exposing API keys.”

Best practices

  • Start with he --help, he config --help, and he list template; use a small non-sensitive fixture before production documents.
  • Keep raw inputs, generated knowledge artifacts, and indexes in distinct destinations with explicit retention and access rules.
  • Read references/upstream.md for current provider and MCP boundaries. The offline helper verifies only selected file hashes and PATH tool presence, never provider/runtime readiness.

References