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paperlab-book-knowledge-graph skillC

paperlab-book-knowledge-graph is agent-read markdown (skill) from equinor/neqsim.

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

# Skill: PaperLab Book Knowledge Graph

## Purpose

Build a review graph for a PaperLab book so editors can see how chapters,
figures, notebooks, standards, source folders, and skills connect. Use this
when a book needs gap analysis, traceability review, duplicate-concept review,
or a visual map of the editorial workflow.

## Inputs

Use the book artifacts when they exist:

- `book.yaml`
- `coverage_matrix.md`
- `source_manifest.json`
- `figure_dossier.json`
- `standards_map.json`
- `skill_stack_plan.json`
- chapter notebooks and figures

## Workflow

1. Run the prerequisite audits:
   `book-source-inventory`, `book-figure-dossier`, `book-standards-map`, and
   `book-skill-stack-plan`.
2. Run `python paperflow.py book-knowledge-graph <book_dir>`.
3. Open `book_knowledge_graph.html` and review isolated nodes, missing skill
   links, figures without discussion, chapters without notebooks, and standards
   that appear in text but have no clause-level evidence.
4. Use the graph during adversarial review to decide which chapters need
   synthesis, source retrieval, or de-duplication.

## Output

- `book_knowledge_graph.json` with `nodes[]` and `edges[]`.
…

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How to install

Latest version
mdr add equinor/neqsim/paperlab-book-knowledge-graph@git:20260919.77c34a0
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Audit of the latest version

C  14 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: Frontmatter block present
  • fail: Frontmatter declares a name
  • fail: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1858 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

equinor/neqsim · 155 stars · license Apache-2.0 · pushed 2026-09-24 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_xlb3k4itiaer2qtm
GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/paperlab-book-knowledge-graph
GET https://markdownregistry.com/api/v1/blob/ecd9a5a80f94d37f291f7fed2174b2c9c6711c8af00dba9e5a646ed9295b1d4d

Your agent 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.

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