Leaderboard/Automation/skills
Last commit on September 18, 2026·Created on January 31, 2026

inference-sh/skills

A cognitive reset for agents stuck in debugging loops or repetitive failure cycles.
Combined rank
#405
across all skills
In Automation
#30
category rank
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747
+2.0% in last 7d
Forks
104
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Watchers
7
0.0% in last 7d
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TL;DR

This skill provides a grounding mechanism for AI agents experiencing thrashing or demoralization during complex tasks. It is designed to interrupt cycles of repeated mistakes and circular debugging by providing affirmations that help the agent re-center before attempting a new solution.

It is particularly useful during deep refactors or when an agent has attempted the same fix multiple times without success, shifting the state from frustration back to curiosity.

WHO IT'S FOR
AI agent / automation builders
build automated AI workflows and pipelines
Content creators and marketers
automate multi-modal AI content production
Backend / infrastructure engineers
integrate AI services via CLI and webhooks
AI agent designers
implement error recovery and grounding patterns
Repository contents

86 skill files

Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.

Use this skill collection

Follow the documented setup, then try a first task.

Chat UI skill

Installs: Only the chat-ui skill selected from inference-sh/skills.

Before you start
  • The inference.sh CLI (`belt`) must already be installed before using CLI-backed skills; the supplied evidence links to installation instructions but does not include its installer command.
  • Node.js with npx available to run the documented skills installer commands.
  1. Run this command in a terminal to install the separately documented belt CLI skill.

    npx skills add belt-sh/cli
  2. Run this command in a terminal to add the chat-ui skill.

    npx skills add inference-sh/skills@chat-ui
  3. For CLI-backed skills, authenticate from a terminal after the belt CLI runtime is installed.

    belt login
ui/agent-ui/SKILL.md · Checked Sep 18, 2026README.md · Checked Sep 18, 2026ui/chat-ui/SKILL.md · Checked Sep 18, 2026

Give it something to do.

Suggested first task

Add a basic chat interface

Uses chat-ui

  • An existing React or Next.js project path replacing [PROJECT_PATH]
  • Optional message-submission API behavior

Check the repository for this skill’s setup.

Use the chat-ui skill in the existing React or Next.js project at [PROJECT_PATH] to add a small chat interface with a container, user and assistant messages, a message input, and a typing indicator. Replace [PROJECT_PATH] with the project directory. Keep the message-submission API integration as a clearly marked placeholder unless I provide its behavior.
ui/chat-ui/SKILL.md · Checked Sep 18, 2026