repo-dependency-graph SKILL.md skillA

repo-dependency-graph 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.

Install it, pinned
mdr add yogsoth-ai/de-anthropocentric-research-engine/repo-dependency-graph@git:20260916.f5399c9

Pins git:20260916.f5399c9 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
scripts/repo-dependency-graph/SKILL.md
Versions recorded
2
Latest version
git:20260916.f5399c9, committed Sep 16, 2026
First version recorded
Jun 16, 2026
Size
5,516 bytes
Repository stars
508
License
Apache-2.0

Reconstruct a DARE skill repo's true use-dependency relations and render them as a self-contained, offline, Obsidian-style interactive HTML graph (pyvis / vis-network). Use this whenever the user wants to graph / map / visualize the skill dependencies of a repo or package, "画依赖图 / graph 化这个 repo / 把 skill 连边画出来 / 用 pyvis 出个图 / skill 关系图", or to audit how campaign→strategy→ tactic→sop skills connect. Trigger even if the user just says "给这个 package 做个图" without naming pyvis or HTML. Goes…

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

# repo-dependency-graph

Turn a skill repo (or a whole campaign package) into a clean, interactive
**use-dependency graph**: read the original `SKILL.md` + design docs, reconstruct
the real `use` edges, and render one offline HTML per repo that looks and behaves
like an Obsidian graph (force-directed, draggable, neighbourhood-highlight, HTML
hover tooltips).

This skill exists because a repo's frontmatter alone gives a broken graph — real
routing lives in prose, in `references/*-index.md`, and in same-layer escalation
handoffs. Reconstructing the true graph takes a careful read of each repo, then a
deterministic render. This skill captures both halves so the result is consistent
every time and reusable across all repos.

## The model (read `references/layer-rules.md` for the full rules)

- **5 vertex types**: `campaign` (red) · `strategy` (cyan) · `tactic` (yellow) ·
  `sop` (purple) · `references` (gray dashed, = a `.py`/`.md` helper file).
- **One edge type `use`**: `A -->|use| B` = A invokes/orchestrates B (caller → callee).
- **Layer comes from frontmatter `type:` / `layer:`** (NOT `execution:`). Infer
  from body+README only if absent, and record the reasoning.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add yogsoth-ai/de-anthropocentric-research-engine/repo-dependency-graph@sha256:cb35c2669e5a32eb

The line at the top of this page pins the label git:20260916.f5399c9, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_uazuzec6wlh6kqmz.svg)](https://markdownregistry.com/a/art_uazuzec6wlh6kqmz)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Jun 16, 2026 and Sep 16, 2026, about one every 92 days.

versioncommittedcommitsizeaudit
git:20260916.f5399c9 latest2026-09-16 f5399c9 5,516 BA view · diff
git:20260616.616d1302026-06-16 616d130 5,489 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (5516 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 · 508 stars · license Apache-2.0 · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_uazuzec6wlh6kqmz
GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/repo-dependency-graph
GET https://markdownregistry.com/api/v1/blob/cb35c2669e5a32eb99cb5d74a9c178fe662e3b460e8d93fd202330583d3886f0

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.

More from yogsoth-ai/de-anthropocentric-research-engine

AGENTS.md AGENTS.md file
yogsoth-ai/de-anthropocentric-research-engine · AGENTS.md
git:20260727.358b018 · audit A · 508 stars
CLAUDE.md@ladder-foundry CLAUDE.md file
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/CLAUDE.md
git:20260701.4f1b4d0 · audit A · 508 stars
formated-results SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/formated-results/SKILL.md · Closing skill for the research-executor, loaded as the last step of formated-specs. Summarize the design just produced…
git:20260916.f5399c9 · audit A · 508 stars
formated-specs SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/formated-specs/SKILL.md · Spec-slot skill for the research-executor. Emit the 4-layer DARE orchestration of the assigned topic as one…
git:20260916.f5399c9 · audit A · 508 stars
injection-fidelity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/injection-fidelity/SKILL.md · Loss-1 judge (codex role). Given one sample's de-identified dialogue and its PolicyCard, decide axis-by-axis whether…
git:20260916.f5399c9 · audit A · 508 stars
ladder-quality-order SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/ladder-quality-order/SKILL.md · Loss-2 judge (codex role). Over one topic's 6 shuffled research-design samples, pairwise-rank by quality using the…
git:20260916.f5399c9 · audit A · 508 stars
optimization-loop SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/optimization-loop/SKILL.md · The optimizer brain for the ladder-foundry pretraining loop. Runs the two-level nested batch loop, delegates gating to…
git:20260916.f5399c9 · audit A · 508 stars
acu-nugget-recall SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/acu-nugget-recall/SKILL.md · Tactic: Extract atomic units from one paper and score how much of a caller-supplied summary covers. Use for ACU-style…
v1.0.0 · audit A · 508 stars
argumentative-zoning SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/argumentative-zoning/SKILL.md · Tactic: Label every sentence of one paper with its rhetorical role using Argumentative Zoning. Use when fixed…
v1.0.0 · audit A · 508 stars
atomic-unit-matching SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/atomic-unit-matching/SKILL.md · Judge, per atomic content unit, whether a target text (summary, abstract, or other candidate text) contains it — binary…
v1.0.0 · audit A · 508 stars
atomic-unit-recall-aggregate SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/atomic-unit-recall-aggregate/SKILL.md · Aggregate per-unit ACU/Nugget match judgments into a final recall score — normalized length-penalized recall for ACU…
v1.0.0 · audit A · 508 stars
atomic-unit-writing SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/atomic-unit-writing/SKILL.md · Extract (ACU-style) or freshly author (Nugget-style) a list of atomic content units from a paper, optionally tagged…
v1.0.0 · audit A · 508 stars

Every file in yogsoth-ai/de-anthropocentric-research-engine

Browse by kind, by grade A, or by owner.