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Independent project, not affiliated with Anthropic
jamiemill avatar

Layers Observed Behaviour

jamiemill/layers-skills
1.7k installs287 stars
Summary

This is one layer in a structured approach to product research and design. It focuses specifically on staying grounded in what users actually do rather than what you assume they do. You'll either plan new research (picking from JTBD interviews, contextual inquiry, diary studies, or analyzing existing support tickets) or synthesize what you've already gathered into confidence-rated findings. The discipline here is useful: mark everything as observed, inferred, or assumed, and if you claim something is observed, you should be able to quote the evidence in the same breath. It pushes you to name research gaps explicitly instead of filling them with wishful thinking. Works best when you have some user research to make sense of or need to design a study that answers specific questions.

Install to Claude Code

npx -y skills add jamiemill/layers-skills --skill layers-observed-behaviour --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Put your SEO on autopilot
Put your SEO on autopilot
An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →
Vibe Prospecting MCPVibe Prospecting MCP
Vibe Prospecting MCP
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Put your SEO on autopilot
Put your SEO on autopilot
An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →
Vibe Prospecting MCPVibe Prospecting MCP
Vibe Prospecting MCP
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Put your SEO on autopilot
Put your SEO on autopilot
An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →
Vibe Prospecting MCPVibe Prospecting MCP
Vibe Prospecting MCP
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Categories
Data Science & MLProductivity & Planning
First SeenJun 3, 2026
View on GitHub

More from jamiemill/layers-skills

All 9 skills →
  • Layers Conceptual Model1.7k
  • Layers Intro1.7k
  • Layers Surface1.7k
  • Layers Product Strategy1.7k
  • Layers Interaction Flow1.7k
  • Layers Orient1.7k
  • Layers Domain1.7k
  • Layers User Needs1.7k

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