Flint instantly inserts structured, headings-only prompt templates into your editor. No fluff, no token bloat, just lightning-fast prompt structures.

🎥 Video Tutorial

Watch how to use Flint Prompts:

Flint Prompts Demo Video

⚡ The Problem & What Flint Solves

Unstructured Prompts: LLMs output low-quality results without a clear structure (Goal, Context, Edge Cases, Output).
Token Waste: Copy-pasting verbose prompt templates wastes hundreds of input tokens on explanation boilerplate.
Flint's Solution: Flint inserts headings-only prompt skeletons that use minimum tokens and force the AI to focus entirely on your code context.

🚀 How to Use (Simple & Fast)

Flint works in any file type (.md, .txt, .ts, .py, etc.) with two quick methods:

Method 1: Autocomplete Slash Commands (Recommended)

Open any file.
Type / followed by the prompt prefix (e.g. /feat, /dbg, /arch).
Press Enter or Tab to instantly insert the template structure.

💡 Keyboard Shortcuts:

Trigger Suggestions Manually: Press Ctrl+Space if the dropdown does not pop up automatically.
Navigate Templates: Use the Up and Down arrow keys to view prompt documentation in the autocomplete hover card.

🔧 Installation Methods

For Visual Studio Code

Search in UI: Open the Extensions sidebar (Cmd+Shift+X), search for Flint Prompts, and click Install.

Via Terminal Command:

code --install-extension kamalpulaparthi.promptspec

For Antigravity IDE

Search in UI: Open the Extensions sidebar inside Antigravity IDE, search for Flint Prompts, and click Install.

Via Terminal Command:

"/Applications/Antigravity IDE.app/Contents/Resources/app/bin/antigravity-ide" --install-extension kamalpulaparthi.promptspec

📝 Available Prompts & Skeletons

Slash Trigger	Template Name	Heading Skeleton Inserted
`/ai`	General AI	Goal, Context, Constraints, Input, Expected Output
`/dbg`	Debugging	Issue, Expected, Actual, Last Working, Hypotheses, Affected Files, Logs, Tested
`/feat`	Feature Dev	Goal, Stack, Current Architecture, Constraints, Inputs, Edge Cases, Expected Output
`/review`	Code Review	Review checklist: bugs, security, scalability, maintainability, edge cases, complexity
`/arch`	Architecture	System Goal, Limitations, Proposed Arch, Scalability, Security, Trade-offs, Benefits
`/api`	API Design	Goal, Endpoint, Method, Request Body, Expected Response, Validation, Auth, Error Cases
`/refactor`	Refactoring	Goal, Current Problems, Technical Debt, Constraints, Files Involved, Expected Improvements
`/sec`	Security Review	Security audit: auth, authorization, injection, exposure, config, validation, rate limits
`/perf`	Optimization	Goal, Current Bottleneck, Metrics, Affected Modules, Hypotheses, Targets, Improvements
`/agent`	AI Agent	Agent Role, Primary Objective, Tools, Constraints, Decision Rules, Failures, Success Criteria
`/learn`	Learning	Topic, Current Understanding, Knowledge Gaps, Real-World Apps, Exercises, Outcomes
`/decision`	Decision-Making	Decision, Options, Known Facts, Assumptions, Risks, Second-Order Effects, Recommendation
`/rca`	Root Cause	Problem, Start Time, What Changed, Observed Symptoms, Possible Causes, Fix Plan
`/sys`	System Design	Requirements, Traffic, Database, API, Caching, Load Balancing, Failures, Scalability Plan
`/research`	Research	Topic, Objective, Known Facts, Unknowns, Hypotheses, Risk of Assumptions, Expected Insights
`/improve`	Prompt Tuning	Current Prompt, Current Problems, Desired Improvements, Missing Context, Target Quality
`/biz`	Business Logic	Goal, User Flow, Business Rules, Edge Cases, Failure Scenarios, Data Requirements, Output
`/ui`	UI / UX	Goal, Target Users, User Problems, Responsive Rules, A11y Rules, Design Constraints, Structure
`/deploy`	Deployment	Environment, Deployment Target, Error, Last Success, Infrastructure, Logs, Tested
`/context`	Context Eng.	Project Type, Persistent Context Files, Temporary Context, Constraints, Reusable Patterns

🛡️ Design Principles

Fully Offline: 100% offline, zero network requests, no AI API keys required.
Extremely Lightweight: Built purely on the native VS Code Completion and Snippet APIs (no memory-heavy webviews).

📜 Changelog

See the full changelog in the CHANGELOG.md file.

License

MIT

Flint Prompts