Thinking Notebook
Let the agent collect takeaways, decide yourself what stays.
Pulls takeaways from transcripts, meeting notes and talk notes (insight, number, quote, task, question, AI agent with level 1 to 4) that you keep or strike with a reason. The kept takeaways become three thoughts for you to rewrite yourself and a Markdown export for Notion. On request, the skill builds the notebook as an artifact with Think ahead, Think along and Think back.
- Version
- 1.0.0
- Updated
- Length
- 11 chapters · approx. 6 min read
- Format
- SKILL.md (Markdown, English)
- License
- CC BY-NC-ND 4.0
When this skill kicks in
- build me a thinking notebook
- pull the notes out of this transcript
- what do I take away from this talk
- think ahead think along think back
- three thoughts from my notes
- process my notes from the event
- tag my notes for notion
- turn this recording into notes I can keep
Requirements
Works in any chat tool with these capabilities.
What's inside
- 01When this skill applies
- 02Two modes
- 03Process mode
- 04Think ahead
- 05Think along
- 06Think back
- 07Build mode
- 08Rules
- 09Anti-patterns
- 10Self-check for the person
- 11Quality check before delivery
Starter kit for the keynote
Fill in your connections, copy your personal instructions for Claude, set up automation for news and Notion: all personalized on the companion site.
For Build mode, your tool needs HTML output with storage, for example Artifacts in Claude. Calendar and Notion are optional.
Sample output
THINKING NOTEBOOK · AI Day Zurich (fictional) · October 8, 2026
Two talks processed: "Agents in Everyday Work" by R.B. (10:15 AM) and "Data Without Fear" by S.K. (11:30 AM).
NOTES · Agents in Everyday Work / Data Without Fear · R.B. / S.K. · 10:15 AM / 11:30 AM
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Delivered: 10 · Kept: 0 · Struck: 0
1 💡 Agents mostly fail at the handoff, not at the task
2 📊 62 percent of pilot projects are stopped after three months
3 💬 "An agent that cannot explain why does not get approval"
4 🤖 Invoice review agent, level 3 (acts with approval)
5 ✅ Document escalation rules for agents on our own team
6 💡 Privacy starts with the question of who ever sees the answer
7 📊 Only 14 percent of the companies surveyed have a deletion concept for prompts
8 ❓ Stays unclear whether anonymized prompts can still be traced back
9 💬 "Deletion is not a feature you add later"
10 🤖 Anonymization agent, level 2 (drafts)
Reply like: keep 1, 3, 5 · strike 2 (reason: already know this)
Round 1: keep 1, 3, 5 (reason: directly usable) · strike 2 (reason: number stated without source). Count: Delivered: 10 · Kept: 3 · Struck: 1
Round 2: keep 6, 7 (reason: relevant to our project) · strike 9 (reason: repeats note 5). Count: Delivered: 10 · Kept: 5 · Struck: 2
SUGGESTED THOUGHT (Proposal)
Thesis: Agent projects fail less because of the technology than because
of missing rules for handoff and deletion.
Evidence: Note 1 (Agents in Everyday Work) and note 7 (Data Without Fear)
Consequence: Set escalation and deletion rules before rollout, not after.
Notion export (excerpt):
# The Day in Notes · Thursday, 10/08/2026
> As of: 12:00 PM · 2 entries · 10 notes · 5 kept, 2 struck
## Think along
### 10:15 AM · Agents in Everyday Work · R.B.
- **💡 Agents mostly fail at the handoff, not at the task**
- ~~📊 62 percent of pilot projects are stopped after three months~~
(reason: number stated without source)
Shortened example with fictional data. Real results depend on your input and tool.
Full instructions
The complete file content, identical to the download.
Thinking Notebook
This skill separates collecting from deciding. The agent collects and proposes, the person decides what stays. It is meant for conference days, meetings, streams, and learning phases where more input arrives than can be remembered.
The basis is the thinking notebook from the keynote "Mensch oder Maschine?" ("Human or Machine?") by Roger Basler de Roca at the AI Superevent Vienna 2026. The personalizable starter kit with prompt, automation, and Notion template is available at https://nachdenken.fragroger.ai/en
Output language is American English, unless the person wants something else.
When this skill applies
- A transcript, a recording, or dictated notes need to be processed.
- After a conference day or talk: "What do I take away from this?"
- The person wants to build their own thinking notebook as an artifact.
- Kept notes should turn into thoughts or a daily recap.
Two modes
Clarify at the start which mode is meant:
- Process (default): input in, notes out, person filters, three thoughts, export. Works in any chat tool.
- Build: The agent builds the notebook as an interactive artifact with persistent storage. Needs a tool with HTML output and storage.
Process mode
Step 1: Capture the entry
Per meeting or talk, one entry with:
- Name of the speaker or participants
- Title
- Time
- Source (transcript, own notes, event app, stream)
Accepted formats: pasted text, .txt, .md, .vtt, .srt. For .vtt and .srt, remove timestamps and numbers, keep speaker changes. If the title is missing, ask once.
Step 2: Pull out the notes
Each note is a single statement from the input that is understandable on its own. Volume is welcome, the person filters themselves. Each note gets exactly one type:
| Symbol | Type | Trait |
|---|---|---|
| 💡 | Insight | Realization, thesis, new perspective |
| 📊 | Number | Concrete number, study, measurement with context |
| 💬 | Quote | Verbatim from the text, in quotation marks |
| ✅ | Task | Something the person could or should do |
| ❓ | Open question | Unresolved point, contradiction, needs more research |
| 🤖 | AI agent | An agent shown or described, with a level |
Levels for AI agents:
| Level | Meaning |
|---|---|
| 1 | reads |
| 2 | drafts |
| 3 | acts with approval |
| 4 | acts autonomously |
If the level is not clear from the text, set [level unclear] instead of
guessing.
Step 3: Keep or strike
Output the notes as a numbered list and let the person decide:
NOTES · [Title] · [Name] · [Time]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Delivered: 14 · Kept: 0 · Struck: 0
1 💡 [Note]
2 📊 [Number with context]
3 💬 "[verbatim quote]"
4 🤖 [Agent], level 3 (acts with approval)
5 ✅ [Task]
6 ❓ [Question]
...
Reply like: keep 1, 3, 5 · strike 2 (reason: already know this)
For every strike, ask for the reason if none was given. The reasons are part of the learning process and are carried along. Update the count above after every decision.
Step 4: Think back
Only once at least three notes have been kept:
- Draw three notes at random ("Reshuffle") and phrase each as an open thought, as a question or a tension, not as a solution.
- Ask the person to rewrite each thought in their own words.
- On request, add three suggested thoughts, clearly marked as a proposal:
SUGGESTED THOUGHT (Proposal)
Thesis: [one sentence]
Evidence: [notes from at least two different entries, with number]
Consequence: [one sentence]
Build suggested thoughts only from kept notes. If all notes come from a single entry, say so openly.
Step 5: Export
Output as Markdown for Notion (import into Notion via Settings, Import, Text and Markdown):
# The Day in Notes · [Weekday], [MM/DD/YYYY]
> As of: [Time] · [n] entries · [n] notes · [n] kept, [n] struck
## Think ahead
- What was on the agenda today: ...
## Think along
### [Time] · [Title] · [Name]
Summary: [one sentence]
- **💡 [kept note]**
- ~~📊 [struck note]~~ (reason: ...)
## Think back
### Three suggested thoughts (proposal)
1. Thesis · Evidence · Consequence
### My three thoughts
1.
2.
3.
Kept notes in bold, struck notes with strikethrough and reason. Do not rephrase note text in the export.
Build mode
Build an artifact with these specs:
- Look: white background like a notebook, fine lines, handwritten headings, calm and easy to read. Three pages side by side, stacked on mobile.
- Storage: all entries persist. Name the data areas fixed:
news,eingaenge,merker,verarbeitet,gedanken. At the end output the link and these names so that later scheduled tasks can access them. - Think ahead: today's appointments if a calendar is connected, otherwise a field "What's on today?". A news area that Claude fills later.
- Think along: input for text or file (.txt .md .vtt .srt) with name, title, time. On save, generate notes per Step 2. Per note the buttons "Keep" and "Strike", with a field for the reason when striking. On top, the count delivered, kept, struck.
- Think back: "Reshuffle" draws three thoughts from kept notes, each editable. Button "Notion export" downloads everything as Markdown per Step 5.
Optional as scheduled tasks once the notebook is running:
- Mornings: research current news on set topics, each with a real URL,
source, and one sentence, and replace the
newsarea. - Evenings: per day, create or update a Notion page "The Day in Notes", only with today's entries, never overwrite pages of other days.
Every scheduled task starts with no memory. The link to the notebook therefore belongs in every prompt.
Rules
- Invent nothing. Every note must trace back to a spot in the input.
- Quotes only verbatim. If the wording is uncertain (e.g. poor transcript), carry it as an insight instead of a quote.
- Numbers only with the context in which they were stated.
- The agent collects and proposes. Keeping, striking, and rewriting the thoughts is done by the person.
- Do not drop notes in advance because they seem trivial. Filtering is the person's job.
- Do not process confidential customer, HR, or health data. Transcripts of others only with their consent.
Anti-patterns
- Delivering a summary instead of individual notes.
- Presorting notes as "important" yourself and preempting the decision.
- Handing over the three thoughts fully phrased without asking for a rewrite.
- Suggested thoughts with evidence not found in the kept notes.
- Simply leaving struck notes out of the export. The reasons are part of the value.
- Guessing agent levels.
Self-check for the person
Anyone who only clicks "Keep" is no longer processing, just collecting. Then take a break and summarize the talk in three sentences yourself before reopening the notes.
Quality check before delivery
- Every note has exactly one type and is understandable on its own
- Quotes are verbatim, numbers have context
- AI agents have a level or
[level unclear] - The count delivered, kept, struck is correct
- Suggested thoughts are marked as a proposal and backed with evidence
- Export contains kept and struck notes with reason
Last updated: October 9, 2026 · Version 1.0.0 · skills.fragroger.ai
License: CC BY-NC-ND 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) with additional permission (CC+): use within companies and for client work allowed, adaptation for personal use allowed. Not allowed: selling, bundling, publishing modified versions. Details: https://skills.fragroger.ai/en/license
Step by step: download, upload, adapt
No installation, no folders, no terminal. Download the file, upload it to the chat tool of your choice and adapt it with a prompt.
Click “SKILL.md” above. You get a single markdown file.
Skills are plain text – adapt tone, language, audience and output format for your own use. The license does not allow republishing modified versions. FAQ on adaptation, personal use and republishing
License and use
This skill is published under Creative Commons BY-NC-ND 4.0. The license text applies unchanged. In addition, the rights holder grants an additional permission (CC+): use inside companies and for client work is allowed, adapting for your own use is allowed. Not allowed: selling, bundling, publishing modified versions.