extract-concepts SKILL.md skillA
extract-concepts from yogsoth-ai/de-anthropocentric-research-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yogsoth-ai/de-anthropocentric-research-engine/extract-concepts@git:20260923.cbc38aaPins git:20260923.cbc38aa in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yogsoth-ai/de-anthropocentric-research-engine
- Path
skills/extract-concepts/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260923.cbc38aa, committed Sep 23, 2026
- Size
- 1,464 bytes
- Repository stars
- 508
- License
- Apache-2.0
Extract candidate concepts from evidence with explicit source provenance and precision/recall posture.
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
# extract-concepts ## Purpose Extract domain concepts, definitions, and relation candidates from a source while preserving source wording and scope. ## Input contract ```yaml required: [source, extraction_scope] optional: [concept_schema, domain_ontology, relation_cues] constraints: [each concept requires a source span and an uncertainty state] ``` ## Procedure 1. Identify repeated technical terms, defined entities, and salient constructs. 2. Capture source definitions, aliases, scope qualifiers, and examples. 3. Link candidate relations only when the source expresses them. 4. Emit a deduplicated concept set with unresolved meanings retained. If candidate concepts are identified but still bundle multiple meanings or operations, consider `atomize-concept` as the next tactic. ## Output contract ```yaml produces: [concept_records, definition_map, alias_map, relation_candidates, ambiguity_log] delta_fields: [findings, evidence_updates, uncertainties, open_questions] ``` ## Quality gates - Concepts are source-linked and distinct from inferred themes. - Alias merging preserves conflicting definitions. ## Failure and counterexamples …
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/extract-concepts@sha256:ac8e7558e36421bdThe line at the top of this page pins the label git:20260923.cbc38aa, 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_cmtd3llgavl4mlgs)
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Versions
The registry has recorded 1 version of this file, committed on Sep 23, 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 (1464 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
yogsoth-ai/de-anthropocentric-research-engine · 508 stars · license Apache-2.0 · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cmtd3llgavl4mlgs GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/extract-concepts GET https://markdownregistry.com/api/v1/blob/ac8e7558e36421bd7a22cfc3d25f0e59cf0ae47533d9ba2426be61ad93d60275
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.