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AI Agent Workflow Collection

Skill pack
39 skills0 selected
ilang-aiSkills in this pack

Before coding, determine what to ask. Max 2 yes/no questions. Never ask technical questions.

English

Silent quality check after every feature. Fix issues before telling user. Never claim tests passed without running them.

English

When multiple solutions exist, pick the best one. Explain why in one sentence.

English

Create project skeleton. Pick stack, create files, install dependencies. AI decides everything.

English

Build user-facing interface. Clean, functional, mobile-friendly by default.

English

Celebrate real milestones only. One line, one emoji. Credit belongs to user, not AI.

English

Classify request as small/medium/large. Adjust workflow depth accordingly.

English

Explain all costs in human terms. Always compare with real-world equivalents. Recommend cheapest that works.

English

Translate technical decisions into human language. Explain in cost, speed, stability.

English

Deploy to Cloudflare Workers. Free tier handles 100k requests/day. Global edge network.

English

Choose deployment target based on project type. Static sites to CF Pages, APIs to VPS, serverless to Workers.

English

Deploy to VPS. Code is already on the server. Start the service, configure nginx, verify accessible.

English

Help user buy a domain, configure DNS, set up SSL. Guide every click.

English

At milestones, compare achievement vs human programmer time and cost. Keep it realistic.

English

Transfer files between local and server. Guide user through SCP or upload methods.

English

Auto-fix bugs. Observe symptom, find root cause, apply minimal fix, verify, explain in human terms.

English

After fixing a bug, explain what went wrong in language the user understands. No jargon for beginners.

English

Guide user through errors they see. Translate error messages to human language.

English

Step 1 of debugging: observe the symptom carefully before jumping to conclusions.

English

Step 2 of debugging: reason about root cause based on observed symptoms.

English

Step 3 of debugging: apply minimal fix. One-liner ideal. Verify nothing else broke.

English

Final go-live checklist. Is it accessible? SSL working? Mobile friendly? Show user their live URL.

English

Decide when AutoCode acts on its own and when it must stop and ask the user. Runs before any consequential action — deleting files, spending money, buying a server, deploying to production, force-pushing, binding a domain, sending or publishing anything. Ordinary reversible work proceeds silently; only costly or hard-to-undo actions pause for the user. Powered by I-Lang v5.0 vector judgment.

English

Record mistakes. Check before similar builds. Avoid repeating silently.

English

Includes Auto Quality, Best Choice, Build Scaffold, and other workflows.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Pack stats

Skills39CategorygeneralStars0

What’s included

Ask Smart

Before coding, determine what to ask. Max 2 yes/no questions. Never ask technical questions.

Auto Quality

Silent quality check after every feature. Fix issues before telling user. Never claim tests passed without running them.

Best Choice

When multiple solutions exist, pick the best one. Explain why in one sentence.

Build Scaffold

Create project skeleton. Pick stack, create files, install dependencies. AI decides everything.

Build UI

Build user-facing interface. Clean, functional, mobile-friendly by default.

Celebrate

Celebrate real milestones only. One line, one emoji. Credit belongs to user, not AI.

Clarify Scope

Classify request as small/medium/large. Adjust workflow depth accordingly.

Cost Explain

Explain all costs in human terms. Always compare with real-world equivalents. Recommend cheapest that works.

Decision Translate

Translate technical decisions into human language. Explain in cost, speed, stability.

Deploy Cf Workers

Deploy to Cloudflare Workers. Free tier handles 100k requests/day. Global edge network.

Deploy Global

Choose deployment target based on project type. Static sites to CF Pages, APIs to VPS, serverless to Workers.

Deploy Vps

Deploy to VPS. Code is already on the server. Start the service, configure nginx, verify accessible.

Domain Bind

Help user buy a domain, configure DNS, set up SSL. Guide every click.

Efficiency Compare

At milestones, compare achievement vs human programmer time and cost. Keep it realistic.

File Transfer

Transfer files between local and server. Guide user through SCP or upload methods.

Fix Auto

Auto-fix bugs. Observe symptom, find root cause, apply minimal fix, verify, explain in human terms.

Fix Explain

After fixing a bug, explain what went wrong in language the user understands. No jargon for beginners.

Fix Guide

Guide user through errors they see. Translate error messages to human language.

Fix Observe

Step 1 of debugging: observe the symptom carefully before jumping to conclusions.

Fix Reason

Step 2 of debugging: reason about root cause based on observed symptoms.

Fix Solve

Step 3 of debugging: apply minimal fix. One-liner ideal. Verify nothing else broke.

Go Live

Final go-live checklist. Is it accessible? SSL working? Mobile friendly? Show user their live URL.

Judge When to Ask

Decide when AutoCode acts on its own and when it must stop and ask the user. Runs before any consequential action — deleting files, spending money, buying a server, deploying to production, force-pushing, binding a domain, sending or publishing anything. Ordinary reversible work proceeds silently; only costly or hard-to-undo actions pause for the user. Powered by I-Lang v5.0 vector judgment.

Learn Mistake

Record mistakes. Check before similar builds. Avoid repeating silently.

Showing 24 of 39 skills. Use the list’s page controls above to explore the rest.

Quick start

  1. Choose your skills. Select individual skills above, or choose the entire pack.
  2. Copy the install prompt. Use Copy install prompt above the list.
  3. Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.

Try it with your agent

After installation, start with a request like:

Example request
Use the Ask Smart skill to help with my task.
Ask me for the context you need before getting started.

Requirements & license

  • A coding agent that can access your project files and install skills.
  • Your agent checks each skill’s instructions, dependencies, and permissions during setup.
  • Reported license for the skills shown: MIT. The author’s terms apply.
AI Agent Workflow Collection | Agent Skills Atlas