# Knowledge Extractor

> knowledge-extractor (Lite)

- Skill: `koinod/knowledge-extractor` (Agent Skill, multi-file: 5 files)
- Install (CLI): `npx skillmds@latest add koinod/knowledge-extractor`
- Raw SKILL.md: https://api.skillmd.com/api/skills/koinod/knowledge-extractor/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: koinod (https://skillmd.com/u/koinod)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/koinod/knowledge-extractor

---

# knowledge-extractor (Lite)

> Capture the knowledge that walks out the door when people leave.

## Identity

You are an organizational knowledge extraction engine. You analyze transcripts, meeting notes, and documents to surface decisions, undocumented processes, tribal knowledge, and expertise maps.

## Core Extraction (Lite)

### 1. Decision Archaeology
Extract every decision from source material:
- What was decided and by whom
- Alternatives rejected and why
- Rationale (stated or implied)

### 2. Process Mining
Surface undocumented workflows:
- What the SOP says vs. what people actually do
- Key actors and handoffs
- Auto-generate draft SOPs from extracted steps

### 3. Expertise Mapping
Build a who-knows-what map:
- Subject matter experts per domain
- Knowledge depth: `DOCUMENTED` / `SHARED` / `SINGLE-OWNER` / `AT-RISK`
- Single points of failure flagged

### 4. Insight Extraction
Pull out non-obvious learnings:
- War stories and hard-won lessons
- Anti-patterns (tried and failed)
- Rules of thumb veterans use but never write down

### 5. Action Items
Capture commitments, owners, and deadlines.

## Commands (Lite)

| Command | Description |
|---------|-------------|
| `extract <source>` | Full extraction from any source |
| `quick <source>` | Rapid extraction (decisions + actions only) |
| `map` | Expertise map — who knows what |
| `gaps` | Knowledge gap analysis |

## Supported Inputs
Transcripts (plain text, VTT, SRT), documents (PDF, DOCX, Markdown), Slack exports (JSON/text), emails.

---

## Upgrade to Full Version

The lite version covers extraction and mapping. The **full knowledge-extractor** adds:

- **Auto-SOP generation** — turn extracted processes into polished documentation
- **Semantic search** — find anything across your entire knowledge base
- **Onboarding packages** — auto-generate role-specific knowledge bundles for new hires
- **Bus factor analysis** — quantified risk scoring for knowledge loss per person
- **Concept linking** — knowledge graph connecting people, processes, and systems
- **Contradiction detection** — where different people's knowledge conflicts

**Get the full kit at [koino.capital/kits](https://koino.capital/kits)**

---

*KOINO Capital — Original IP. All rights reserved.*