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What is agent-friction-skill?

aurorascharff/agent-friction-skill — explained in plain English

Analysis updated 2026-05-18

10Audience · developerComplexity · 1/5Setup · easy

In one sentence

A skill that makes an AI coding agent log every point of friction it hits during a task, producing a structured, shareable friction report.

Mindmap

mindmap
  root((agent friction skill))
    What it does
      Logs agent friction live
      Produces markdown report
      Codes severity by color
    Tech stack
      Claude Code Skill
      Markdown templates
    Use cases
      Find documentation gaps
      Flag framework issues
      Share via web viewer
    Audience
      Developers and tooling teams
      AI agent workflow builders

Code map

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filefunction / class

What do people build with it?

USE CASE 1

Have an AI agent record every tool call, mistake, and blocker while it completes a coding task.

USE CASE 2

Generate a structured friction log to identify documentation gaps or confusing error messages.

USE CASE 3

Share a rendered, severity-coded friction log with a team via the companion web viewer.

USE CASE 4

Compare agent friction across different agent tools or models on the same task.

What is it built with?

Claude Code SkillMarkdown

How does it compare?

aurorascharff/agent-friction-skill0xbitx/dedsec_linx2winagi-ruby/ai-gpt_image2-seedance_2.0-video-skills
Stars101010
LanguageJavaScript
Setup difficultyeasyeasyeasy
Complexity1/52/51/5
Audiencedeveloperdevelopervibe coder

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min
No license information is stated in the README.

So what is it?

This is a skill, a structured set of instructions, built for AI coding agents. When an AI agent works on a development task with this skill active, it logs friction in real time: moments where it gets stuck, makes a mistake, needs better documentation, or runs into a tool that does not work the way it should. The result is a structured friction log that captures the agent's development experience as it happens, rather than relying on the agent to recall problems afterward from memory. The skill instructs the agent to record a chronological list of every tool call it makes, fold in any messages the user sends mid task, and then produce a formatted log in markdown once the task is done. The log includes a header with the date, model, and agent tool used, the original prompt along with any follow-up clarifying exchanges, a chronological tool call timeline, a summary of the overall experience and the biggest pain point, and action items split into three categories: documentation gaps, framework or code issues, and open research questions. Each log entry is marked with a color coded severity indicator so the most serious problems stand out at a glance. The intended audience is developers and teams who want to understand, in a structured way, where AI agents struggle during real coding workflows, so they can improve documentation, fix confusing error messages, or adjust tooling defaults. A finished log can be pasted into a companion web viewer at agent-friction-skill.vercel.app, which renders it as a collapsible, severity coded layout with the biggest pain points surfaced first. The viewer keeps everything in the browser, encoding the log into a shareable URL fragment rather than uploading anything to a server, so a log can be shared with a teammate as a link without exposing the underlying task details elsewhere.

Copy-paste prompts

Prompt 1
Build this feature using the agent-friction-skill so you log any friction you encounter along the way.
Prompt 2
Paste this finished friction log into the agent-friction-skill viewer and summarize the top action items.
Prompt 3
Show me the friction log template so I understand what sections a completed log should contain.
Prompt 4
Explain how the agent-friction-skill severity coding works for log entries.

Frequently asked questions

What is agent-friction-skill?

A skill that makes an AI coding agent log every point of friction it hits during a task, producing a structured, shareable friction report.

What license does agent-friction-skill use?

No license information is stated in the README.

How hard is agent-friction-skill to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is agent-friction-skill for?

Mainly developer.

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