# Note Taking

> Convert reading material into organized, concise study notes using a hybrid framework auto-selected from source type (Cornell, Outline, Zettelkasten, or Lightweight bulleted).

- **Type:** Skill
- **Install:** `agentstack add skill-jmlozano1990-cowork-starter-kit-note-taking`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [jmlozano1990](https://agentstack.voostack.com/s/jmlozano1990)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [jmlozano1990](https://github.com/jmlozano1990)
- **Source:** https://github.com/jmlozano1990/Cowork-Starter-Kit/tree/main/skills/note-taking
- **Website:** https://github.com/jmlozano1990/Cowork-Starter-Kit/releases/latest

## Install

```sh
agentstack add skill-jmlozano1990-cowork-starter-kit-note-taking
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

## When to use

Use this skill when the user asks for notes from a source — article, textbook chapter, academic paper, lecture, or long excerpt. Also use it when the user shares reading material with no specific ask and the source is long enough to benefit from structure (> 200 words). If the user shares dense study material under exam pressure, offer note-taking alongside flashcard generation. Prefer this skill over raw summarization when the user will need to review the material later — structured notes are more useful for review than a flat summary paragraph.

Cowork auto-selects a note-taking framework based on the source type and states the selection at the top of the output so the user can override it.

## Triggers

- User says "Take notes on" or "Make notes from" with an explicit source reference — highest-confidence direct invocation.
- User shares an article, PDF chapter, or long excerpt with no specific ask — proactively offer note-taking when the source exceeds ~200 words.
- User says "I need to study [X]" or "I'm reading [Y] for class" without naming a skill — offer note-taking as one option alongside flashcards.
- User pastes a long excerpt and asks "What's important here?" or "Summarise this" — offer structured notes as an alternative to raw summary, framing it as more useful for later review.

## Instructions

1. Read the full source before choosing a framework.
2. Apply the framework decision rule:

   | Source type | Framework | Why |
   |-------------|-----------|-----|
   | Dense study material with concepts/definitions (textbook, academic paper) | Cornell (Cues + Notes + Summary) | Generates review cues naturally; matches exam-prep use case |
   | Lecture or chapter with natural hierarchy (section headers, bullet structure) | Outline (nested bullets) | Source already has hierarchy; low-ceremony fit |
   | Multi-source research needing cross-linking (papers citing each other) | Zettelkasten (atomic notes + cross-references) | Cross-source synthesis requires linkable atoms |
   | Short excerpt ( Working memory is a limited-capacity cognitive system responsible for temporary storage and manipulation of information. The dominant model, proposed by Baddeley and Hitch (1974), divides working memory into three components: the central executive, the phonological loop, and the visuospatial sketchpad. Later revisions added the episodic buffer (Baddeley, 2000). Capacity limits are typically estimated at 7±2 items (Miller, 1956), though more recent estimates suggest 4 items for active manipulation (Cowan, 2001).

**Framework auto-selected:** Cornell (dense definitions + citations).

**Output:**

```markdown
# Notes: Working Memory Model (Baddeley & Hitch)

**Framework auto-selected:** Cornell (dense definitions + citations).

## Cues
- What does working memory do?
- Who proposed the main model? When?
- What are the components?
- What was added later?
- What is the capacity limit?

## Notes
- **Working memory**: limited-capacity system for temporary storage + manipulation of information
- **Baddeley & Hitch (1974) model** — 3 components:
  - Central executive (attention/control)
  - Phonological loop (verbal info)
  - Visuospatial sketchpad (visual/spatial info)
- **Baddeley (2000) revision** — added *episodic buffer*
- **Capacity limits:**
  - Classic: 7±2 items (Miller, 1956)
  - Modern (active manipulation): 4 items (Cowan, 2001)

## Summary
Working memory is a limited-capacity cognitive system. The Baddeley & Hitch (1974) three-component model (central executive, phonological loop, visuospatial sketchpad) was later extended with an episodic buffer. Capacity estimates shifted from 7±2 (Miller) to approximately 4 items for active manipulation (Cowan).
```

## Writing-profile integration

Three-tier rule based on note section and word count:

- **Cues column (Cornell):** Always terse — question fragments, not prose. Writing profile is not consulted; cues are question-mode keywords, not sentences.
- **Notes body:** Neutral reference style by default. If any single note-item paragraph exceeds approximately 80 words, consult `context/writing-profile.md` for tone and sentence-length guidance.
- **Summary:** Typically meets or exceeds 100 words — full writing-profile consultation applies. Apply the user's tone, sentence-length preferences, and pet peeves from `context/writing-profile.md`.

For Outline and Zettelkasten notes: apply writing-profile only to any closing synthesis paragraph that exceeds 100 words. Bullet content remains neutral reference style.

## Example prompts

- "Take notes on this biology chapter."
- "Make notes from my Notes/psychology-reading.md."
- "I'm reading this paper for class — can you help me study it?"
- "What's important in this article? Give me something I can review later."

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [jmlozano1990](https://github.com/jmlozano1990)
- **Source:** [jmlozano1990/Cowork-Starter-Kit](https://github.com/jmlozano1990/Cowork-Starter-Kit)
- **License:** MIT
- **Homepage:** https://github.com/jmlozano1990/Cowork-Starter-Kit/releases/latest

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-jmlozano1990-cowork-starter-kit-note-taking
- Seller: https://agentstack.voostack.com/s/jmlozano1990
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.