AI Path

Getting tokens for AI use

Download and signup

Updated: June, 2026

• You need a Jio Sim for this. Get Google Gemini free for 18 months https://www.jio.com/google-gemini-offer/
• Download Google Antigravity Editor and signin with the above Google Account.
• Download Cursor Editor and signup. You will get some usage in the free tier. For cursor stick with a medium version of their Composer model.
• Also recommend installing Zed Editor. It is really good and fast editor. You do need to either have a Zed subscription or any other AI subscription to use AI features.

Use right models with lower token use

• While using models - use models with a lower token use instead of a higher one - like Claude Sonnet (instead of Claude Opus which uses more tokens) or the Google Gemini (medium). Token are usually refreshed every 5 hours. If you use tokens fast, you will have to wait for sometime.

Plan first

• Always use models in Plan mode and create a plan document first. Ask agent to make any corrections to plan documents.
• Ask agent to then break the implementation plan into phases. This way you can ask agent to execute 1 phase and then review the code.

Review and Understand

• Please make sure you understand each line of code generated by AI. Running the code after each phase and understanding the generated code is very important.

Building Agents & Skills

Agents and Skills are ways to reuse instructions across prompts while using AI.

• Rules for Agents usually in .agent/rules folder with any rule as your filename
• Agent Skills - https://agentskills.io/home
• Creating Custom Skills for Claude - https://support.claude.com/en/articles/12512198-how-to-create-custom-skills. Video link for explanation - https://www.youtube.com/watch?v=EJyuu6zlQCg
• Actual examples of agents from someone in Google Gemini team - https://github.com/addyosmani/agent-skills. You can use this for reference.
• Creating Custom Sub Agents in Claude (Optional) - https://code.claude.com/docs/en/sub-agents

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How Claude Skills Work

A skill is a folder containing a SKILL.md file (with YAML frontmatter + markdown instructions) and optional bundled resources (scripts, templates, reference docs). Skills are loaded into Claude's context when triggered by a matching user request.

skill-name/
├── SKILL.md              # Required: instructions + metadata
├── scripts/              # Optional: reusable automation scripts
├── references/           # Optional: loaded into context as needed
└── assets/               # Optional: templates, checklists, etc.

The SKILL.md frontmatter has two critical fields:

• name: The skill identifier
• description: Controls when the skill triggers — include specific phrases, contexts, and keywords users would use

The SKILL.md body contains the actual instructions Claude follows when the skill is active.

Prompt Engineering

• https://scrimba.com/prompt-engineering-for-web-developers-c02o
• Overview: https://www.youtube.com/watch?v=dOxUroR57xs
• https://www.promptingguide.ai/
• https://learnprompting.org/docs/introduction
• https://cloud.google.com/discover/what-is-prompt-engineering#what-do-you-need-for-prompt-engineering

Practical Examples

• Building a Vapi caller for Law Firms - https://youtu.be/kIyYnhFwaw4?si=r1SMiDyaisqt_h5u
• https://docs.vapi.ai/debugging
• Voice AI agent in minutes - https://www.youtube.com/watch?v=n64lzhgld8M