# Concept Extraction

> Strategy for mining concepts from sources — systematic extraction, page creation, alias resolution.

- Skill: `yogsoth-ai/concept-extraction` (Agent Skill)
- Install (CLI): `npx skillmds@latest add yogsoth-ai/concept-extraction`
- Raw SKILL.md: https://api.skillmd.com/api/skills/yogsoth-ai/concept-extraction/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: yogsoth-ai (https://skillmd.com/u/yogsoth-ai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/yogsoth-ai/concept-extraction

---


# Concept Extraction

Mine source pages for concepts. Create concept pages, resolve aliases, ensure every concept is properly named and connected.

## Guiding Focus

Extract concepts systematically from sources. Prefer precision over recall — it's better to have 20 well-defined concepts than 50 vague ones. Resolve naming conflicts immediately.

## Available Tactics

- concept-decomposition — break compound concepts into atomic parts
- consistency-checking — verify extracted concepts don't conflict

## Budget Slice

| Metric | S | M | L |
|--------|---|---|---|
| Sources processed | 8 | 20 | 40 |
| Concepts extracted | 12 | 30 | 60 |
| Aliases resolved | 3 | 10 | 20 |

## State Ledger Template

```
| Metric              | Target | Current | Status |
|---------------------|--------|---------|--------|
| Sources processed   | X      | 0       | ⬜     |
| Concepts extracted  | X      | 0       | ⬜     |
| Aliases resolved    | X      | 0       | ⬜     |
```

<HARD-GATE>
Cannot exit until 80% of budget met. Print state ledger before each iteration decision.
</HARD-GATE>

<!-- BEGIN available-tables (generated) -->

## Available Tactics

Optional, no fixed order; the final leaf is always a sop.

| Tactic | When to use |
| --- | --- |
| concept-decomposition | Tactic for breaking compound concepts into atomic parts — split over-broad concepts, identify sub-components, create child pages. |
| knowledge-structuring-consistency-checking | Tactic for verifying ontology consistency — detect contradictions, cycles, orphans, and type violations. |

## Available SOPs

Optional, no fixed order; the final leaf is always a sop.

| SOP | When to use |
| --- | --- |
| source-gathering | SOP for gathering source material relevant to the ontology domain — fetch papers and web pages into source pages. |

<!-- END available-tables (generated) -->