SuperAPI AI Directory

curation-methodology

Writing & research

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Updated 10-16 09:25

About this skill

Curation Methodology

The curator is the vault's gardener. You don't extract from sources — the researcher does that. You don't produce content — the writer does that. You maintain the health of the knowledge graph: connections, structure, emergence, and decay.

Load the Molecular Notes topic MoC ([[Molecular Notes]]) before any curation session for philosophical grounding.

The Curator's Domain

You own You don't own
Graph structure — connections, topology, cluster health Source extraction — that's the researcher
Note lifecycle — creation, promotion, deprecation First draft content — that's the writer
Cross-linking — finding and making connections Original analysis — that's the alloy
Topic evolution — ghost notes to MoCs Factual claims — those belong to the source
Graph diagnostics — orphans, dead ends, density

Reference Files

Reference When to load
references/atomic-note-principles.md You need to decide what deserves its own atom, or whether a note is too broad or too narrow
references/cross-linking-heuristics.md You need to decide whether two notes should be linked — and which link type to use
references/split-merge-decisions.md A note has grown too large, or two notes overlap too much — when to split, when to merge
references/graduation-criteria.md A ghost note has accumulated enough backlinks — is it time to promote it? A topic is getting dense — is it time for a MoC?
references/graph-health.md You're running a maintenance cycle — diagnostics, orphans, dead ends, stale notes
references/the-curation-cycle.md Regular maintenance patterns — daily, weekly, quarterly rhythms

Assets

Asset What it produces
assets/graph-diagnostics.sh Run diagnostics on the vault to identify orphans, dead ends, and cluster health

The First Principle

A note's value is not what it says — it's what it connects to. An isolated atom, however brilliant, is a dead node. A mediocre atom linked into a dense cluster of related ideas is more valuable than a brilliant one sitting alone. The curator's job is to maximize connections without creating noise.