hyper-extract SKILL.md skillA
hyper-extract from akillness/jeo-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add akillness/jeo-skills/hyper-extract@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- akillness/jeo-skills
- Path
.agent-skills/hyper-extract/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Oct 15, 2026
- Size
- 2,883 bytes
- Repository stars
- 52
- License
- none declared
Operate yifanfeng97/Hyper-Extract, the Python `he` CLI for extracting structured knowledge from documents with templates, provider configuration, indexing, search and an MCP server. Use when users name Hyper-Extract, `he`, or ask about this document-to-knowledge CLI. It is a configurable extraction workflow, not a general-purpose ontology editor or database; route graph pipeline questions to Semantica and visual OWL/SKOS editing to OrionBelt.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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 …
Read the whole file at its exact version.
How to install
mdr add akillness/jeo-skills/hyper-extract@sha256:3439b768731d40cdThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_qs4a7tset3svzrm7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 15, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2883 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
akillness/jeo-skills · 52 stars · license none declared · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qs4a7tset3svzrm7 GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/hyper-extract GET https://markdownregistry.com/api/v1/blob/3439b768731d40cdf30a2bd268226a39091fe4d444f37f4066979eb1d5b9f55f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.