paperlab-curriculum-prerequisite-graph skillA
paperlab-curriculum-prerequisite-graph is agent-read markdown (skill) from equinor/neqsim: Build prerequisite graphs for PaperLab books. Use when checking chapter order, concept introduction, learning path coherence, glossary coverage, and whether students meet concepts before they are used or assessed..
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.
What the file says
# PaperLab Curriculum Prerequisite Graph ## When to Use USE WHEN: reviewing a whole technical book for curriculum flow, especially when chapters are written by multiple passes or imported from course material. Pair with: - `paperlab-student-readability` for chapter-level learner friction, - `paperlab-book-knowledge-graph` for graph output and visualization, - `paperlab-learning-objective-matrix` for objective-level coverage. ## Concept States Track each concept in these states: | State | Meaning | |-------|---------| | introduced | concept is explained for the first time | | practiced | concept appears in worked examples or exercises | | reinforced | concept is reused with reminder context | | assessed | concept appears in exercises, exams, or projects | | assumed | concept is used without explanation | ## Workflow 1. Extract concepts from headings, objectives, summaries, glossary entries, equations, figure captions, and exercises. 2. Normalize synonyms and acronyms. 3. Identify the first introduction, first use, first computation, and first assessment for each concept. 4. Create prerequisite edges from prerequisite concept to dependent concept. 5. Flag: …
Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/paperlab-curriculum-prerequisite-graph@git:20260919.77c34a0mdr add equinor/neqsim/paperlab-curriculum-prerequisite-graph@sha256:04d272f6adedbf4aPin 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.
[](https://markdownregistry.com/a/art_tq3qoxqzgjuh4u4k)
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Versions
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 (2568 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
equinor/neqsim · 155 stars · license Apache-2.0 · pushed 2026-09-24 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_tq3qoxqzgjuh4u4k GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/paperlab-curriculum-prerequisite-graph GET https://markdownregistry.com/api/v1/blob/04d272f6adedbf4ab9bc155aee9edf348b461af7bc853b5ca2e82df76cb224f1
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