Cross LinkerCAUTION

Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memory System for Agents

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: cross-linker
description: >
  Find and add missing cross-references between wiki pages. Use when pages are disconnected or after large ingestion. This modifies pages to add links; use wiki-lint for report-oriented structural auditing.
---

# Cross-Linker — Automated Wiki Cross-Referencing

You are weaving the wiki's knowledge graph tighter by finding and inserting missing `[[wikilinks]]` between pages that should reference each other but currently don't.

**Follow the Retrieval Primitives table in `llm-wiki/SKILL.md`.** Build the registry in Step 1 by grepping frontmatter only (not full pages). Reserve full `Read` for the unlinked-mention detection pass, and even there, only read pages whose summaries/titles make them plausible link targets. Blind full-vault reads are what this framework exists to avoid.

## Before You Start

**Writing profile:** Before drafting or rewriting natural-language Markdown, read and apply the `Writing Profile Resolution` section in `llm-wiki/SKILL.md`. Framework schema, provenance, safety, and operation-specific requirements take precedence.
`WRITING.md` preferences apply only to newly drafted or rewritten natural-language Markdown; preserve source content and structured records.

1. **Resolve config** — follow the Config Resolution Protocol in `llm-wiki/SKILL.md` (inline `@name` override → walk up CWD for `.env` → global config → prompt setup). This gives `OBSIDIAN_VAULT_PATH` and `OBSIDIAN_LINK_FORMAT` (default: `wikilink`).
2. Read `index.md` to get the full inventory of pages and their one-line descriptions
3. Skim `log.md` to see what was recently ingested (focus linking effort on new pages)

When inserting links in Step 4, apply the link format from `llm-wiki/SKILL.md` (Link Format section) using the `OBSIDIAN_LINK_FORMAT` value. When `OBSIDIAN_LINK_FORMAT=markdown`, compute the relative `.md` path from the **file being edited** to the target page.

## Step 1: Build the Page Registry

Glob all `.md` files in the vault (excluding `_archives/`, `_readouts/`, `.obsidian/`). For each page, extract:

- **Filename** (without `.md`) — this is the wikilink target
- **Title** from frontmatter
- **Aliases** from frontmatter (if any)
- **Tags** from frontmatter
- **Category** from frontmatter or directory inference
- **One-line summary** — first sentence or `title` field

Build a lookup table:

```
page_name → { path, title, aliases, tags, summary }
```

This is your "vocabulary" — every entry in this table is a valid wikilink target.

## Step 2: Scan for Missing Links

For each page in the vault:

1. **Read the full content**
2. **Extract existing wikilinks** — find all `[[...]]` references already present
3. **Search for unlinked mentions** — check if the page's text contains any of these, without being wrapped in `[[...]]`:
   - Page filenames (e.g., the word "MyProject" appears but `[[projects/my-project/my-project]]` is missing)
   - Page titles from frontmatter
   - Aliases from frontmatter
   - Entity names, project names, concept names from the registry

4. **Check for semantic connections** — pages that share multiple tags or are in the same project directory but don't link to each other

### Matching Rules

- **Case-insensitive matching** for names (e.g., "my-project" matches page `MyProject`)
- **Diacritic-insensitive matching** — normalize both the page name and the body text with Unicode NFKD (decompose accented characters to base + combining marks, strip combining marks) before comparing. This ensures body text "Muller" matches page `[[entities/müller]]` and vice versa.
- **Skip self-references** — a page shouldn't link to itself
- **Skip common words** — don't link "the", "and", generic terms. Only match on distinctive names
- **Prefer the shortest unambiguous wikilink path** — use `[[page-name]]` not `[[full/path/to/page-name]]` when the name is unique across the vault
- **Don't link inside code blocks** or frontmatter
- **Don't double-link** — if `[[foo]]` already appears on the page, don't add another

## Step 3: Score and Rank Suggestions

Not every possible link is worth adding. Score each candidate using a composite signal, then tag it with a confidence label.

### Scoring

| Signal | Points | Example |
|---|---|---|
| **Exact name match in text** | +4 | "MyProject" appears in body text → link to my-project.md |
| **Shared tags (2+)** | +2 | Both tagged `#ai #agent` but no link between them |
| **Same project, no link** | +2 | Both under `projects/my-project/` but don't reference each other |
| **Mentioned entity/concept** | +2 | Page mentions "knowledge graphs" → link to `[[concepts/knowledge-graphs]]` |
| **Cross-category connection** | +2 | Source is in `concepts/`, target is in `entities/` (or `skills/` ↔ `synthesis/`) — different knowledge layers make this link more architecturally valuable |
| **Peripheral→hub reach** | +2 | Source page has ≤ 2 total links (peripheral) but target has ≥ 8 (hub) — connecting a loose page to a load-bearing concept |
| **Partial name match** | +1 | "graph" appears but page is `knowledge-graphs` — plausible but ambiguous |

### Confidence labels

Tag each candidate with a confidence label based on its score:

| Score | Label | Action |
|---|---|---|
| ≥ 6 | **EXTRACTED** | Link is effectively certain — exact mention or very strong match. Apply inline. |
| 3–5 | **INFERRED** | Link is a reasonable inference — shared context, cross-category, peripheral→hub. Apply inline or as Related section. |
| 1–2 | **AMBIGUOUS** | Weak or partial match. Skip unless user specifically asks to connect loose pages. |

Only act on **EXTRACTED** and **INFERRED** candidates. Include the confidence label in the Cross-Link Report so the user can review INFERRED links before trusting them.

## Step 4: Apply Links

**Pre-write snapshot** — before the first file write, check whether the vault itself is the root of a Git repository. Merely being a subdirectory of a larger repository does not qualify: running `git add -A` there 

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

What the source does

Filesystem

none-observed

Network

none-observed

Shell

none-observed

Dependencies

pinned

Secrets in source

none-found

Findings (5)

.agents/skills/claude-history-ingest

.agents/skills/code-understand

.agents/skills/codex-history-ingest

.agents/skills/copilot-history-ingest

.agents/skills/cross-linker

Gates applied: no_behavioural_pass.

[![ModelsAtlas audit: Cross Linker](https://modelsatlas.com/skills/ar9av/cross-linker/badge.svg)](https://modelsatlas.com/skills/ar9av/cross-linker/)

Not your listing, or something out of date? Claim or update your listing.