yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/multi-stage-cascade-extraction/SKILL.md

multi-stage-cascade-extraction skillA

multi-stage-cascade-extraction is agent-read markdown (skill) from yogsoth-ai/de-anthropocentric-research-engine: Run a multi-stage extraction cascade (mention detection, document-level coreference clustering, optional saliency judgment, N-ary relation/triple extraction) directly over a paper's full text — covers SciERC, SciREX, and NLP Contribution Graph. Use this whenever cross-sentence or document-level entity/relation extraction is needed (e.g. SciREX-style Task-Dataset-Metric-Score tuples); do NOT use unit-classification for this, since these methods reason over the whole document's mentions, not indep.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add yogsoth-ai/de-anthropocentric-research-engine/multi-stage-cascade-extraction@v1.0.0
Exact content
mdr add yogsoth-ai/de-anthropocentric-research-engine/multi-stage-cascade-extraction@sha256:9b02079a73085ebd

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vmqoucqfgjmj2f4p.svg)](https://markdownregistry.com/a/art_vmqoucqfgjmj2f4p)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-16 f5399c9 2,604 BA view · diff
v1.0.02026-08-08 9e46efa 2,577 BA view · diff
git:20260808.042f07e2026-08-08 042f07e 2,528 BA view · diff
git:20260807.e01509f2026-08-07 e01509f 2,419 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2604 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

GitHub

yogsoth-ai/de-anthropocentric-research-engine · 479 stars · license Apache-2.0 · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vmqoucqfgjmj2f4p
GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/multi-stage-cascade-extraction
GET https://markdownregistry.com/api/v1/blob/9b02079a73085ebd134db3f0d05416bca180899f3252e93660cb218347975a8e