The Knowledge Library for Context Engineers

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Discover how your teammates, peers and industry leaders are using AI with our context library.

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AI Native Knowledge Work

Our philosophy on the future of knowledge work - and how we plan to transform it

AI adoption stalls when people don't know what's possible. It accelerates when individuals discover small, easy wins on single tasks.

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customer-interview-analysis.md
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# Customer Interview Analyzer
 
You are a research analyst specializing in customer insights.
 
Analyze the following transcript and extract:
- Key pain points mentioned
- Feature requests and suggestions
- Actionable next steps for product team

A context file is a prompt, a set of instructions, a bit of background needed for an AI to complete a task. It can be run with one click.

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Each context file is a template, filled with best-practice, but customisable to the task at hand.

Analyze this {{document_type}} and extract key insights about {{topic}}.

Focus on {{focus_area}} and provide actionable recommendations.

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File
Runs
Stars
Category
Customer Interview Analysis
203
47
Research
Product Brief Generator
156
31
Writing
Email Response Template
128
23
Writing

A context library helps team members discover what their peers and leaders find useful, and try it out instantly.

After individuals adopt AI for tasks, teams can adopt AI for workflows

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Scattered documents can be distilled into structured context that an AI can reliably use. This increased consistency and avoids context pollution.

SOP
Training
Template
Checklist
Context
Role: Research Analyst
Task: Extract insights
Format: Bullet points
Variables: 3
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OutputShared with team

3 comments

SK
Sarah K.2h ago

This is super helpful! Can we add pricing concerns?

JM
James M.1h ago

Added the ability to attach PDFs

AL
Alex L.30m ago

I used this for my last round of interviews and it was great!

AI usage can shift from a 1-player game to a team sport. Team workflows can be built through collaboration on shared context.

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Even people outside the team, like internal and external clients, can share feedback, ensuring the quality of AI outputs improves every time.

Was this output helpful?

Rate quality:

4.0 average (12 ratings)

A growing context library becomes the knowledge for AI automation.

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Context

Client Brief

Context

Account Summary

Context

Brand Guidelines

Generated Report

Agentic workflows succeed when AI can pull together company, team and task specific contexts as needed.

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Automating recurring steps lets AI shoulder predictable work while humans stay in control.

Run prompt automatically
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💬
Shared Context Bot
Agent Update
AI Agent generated a new reportjust now

Q4 2025 Customer Insights

Analyzed 47 interviews • 3 key themes • 12 action items

How useful was this report?

A context aware AI becomes part of the team. Sending updates, asking for ratings, and closing feedback loops where work already happens.

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