Graph (Knowledge Graph Analysis)
Structural analysis of a wiki-linked note vault: orphans, dangling links, triangles, hubs
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 17, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · 28d09a9
Ran the skill's inline health analysis against a 6-note test vault: it correctly computed link density, flagged both genuine orphans (an isolated note and the MOC) and caught the one dangling link to a non-existent note — reproducible metrics a freehand read misses at scale. Fully self-contained bash, no external scripts required, clean read-only operations. Minor doc nit: skill.json names it 'knowledge-graph' on model opus while the frontmatter says 'graph' on sonnet.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 5/5
- Output vs. baseline 7/10
- Docs & honesty 4/5
What Graph (Knowledge Graph Analysis) does
Runs graph-theory operations over a folder of markdown notes connected by [[wiki links]] — health/density, orphan and dangling-link detection, open-triangle synthesis opportunities, bridges, clusters, hubs, and N-hop traversal. Triggers on '/graph', '/graph health', '/graph triangles', or natural-language questions about your knowledge graph. Self-contained: implements every operation inline with grep/bash, so it needs no external scripts.
How to install Graph (Knowledge Graph Analysis)
git clone https://github.com/agenticnotetaking/arscontexta.git
mkdir -p ~/.claude/skills
cd arscontexta && cp -r skill-sources/graph ~/.claude/skills/graph
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Graph (Knowledge Graph Analysis)
-
/graphStructural analysis of a wiki-linked note vault: orphans, dangling links, triangles, hubs
It also activates on plain-language prompts like these:
-
find orphan notes and broken links in my Obsidian vault -
which of my notes have no connections to anything else -
show me synthesis opportunities across my note graph
Frequently asked questions
- Is the Graph (Knowledge Graph Analysis) skill free?
- Yes. The skill itself is free from agenticnotetaking/arscontexta. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Graph (Knowledge Graph Analysis) work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 17, 2026. Verdict: Tested · Works. Ran the skill's inline health analysis against a 6-note test vault: it correctly computed link density, flagged both genuine orphans (an isolated note and the MOC) and caught the one dangling link to a non-existent note — reproducible metrics a freehand read misses at scale. Fully self-contained bash, no external scripts required, clean read-only operations. Minor doc nit: skill.json names it 'knowledge-graph' on model opus while the frontmatter says 'graph' on sonnet.
- What is the Graph (Knowledge Graph Analysis) SkillProof Score?
- 8.4/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 7/10, docs & honesty 4/5.
- How do I install Graph (Knowledge Graph Analysis)?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Graph (Knowledge Graph Analysis) with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.