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aif

Configures AI agent context by analyzing tech stacks, installing skills, and generating project documentation.

Updated Jun 5, 2026
Search Tags:#project setup#ai agent#security scanning#skill installation#cursor#tech stack analysis#mcp configuration
One-click install
npx skills add https://github.com/1t1sCooL/zazyvala-bot --skill aif-1t1scool
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aif
Source: https://github.com/1t1sCooL/zazyvala-bot/tree/main/.cursor/skills/aif
Command: npx skills add https://github.com/1t1sCooL/zazyvala-bot --skill aif-1t1scool

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Setting up AI agent context for a new or existing project is repetitive and error-prone: you must detect the tech stack, find relevant skills, configure MCP servers, and write project documentation. This Skill automates that entire bootstrap process in a guided workflow. ## Core Features & Use Cases - Stack Analysis & Setup Modes: Detects existing projects via package.json, composer.json, go.mod, and similar files, or interactively guides new projects through stack selection with recommendations. - Skill Acquisition with Security Scanning: Searches skills.sh for relevant skills, installs them, and runs a two-level prompt-injection security scan before trusting any external skill; falls back to generating custom skills when none exist. - Artifact Generation: Creates .ai-factory/DESCRIPTION.md, config.yaml, rules/base.md, AGENTS.md, and MCP configuration in .cursor/mcp.json, with full UI/artifact language localization support. - Use Case: You clone a NestJS Telegram bot repository and run the setup command. The Skill detects TypeScript, NestJS, Telegraf, and Prisma, installs matching skills, configures the Postgres MCP server, and generates AGENTS.md and DESCRIPTION.md reflecting the actual codebase. ## Quick Start Ask the agent to set up AI context for this project by analyzing the tech stack, installing relevant skills, and generating the project documentation.

Frequently Asked Questions about aif

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I set up AI agent context for an existing project?▼

Run the setup command with no arguments in a project containing files like package.json or go.mod. The Skill scans these files to detect the stack, then recommends and installs matching skills, configures MCP servers, and generates AGENTS.md and DESCRIPTION.md.

How are external skills checked for prompt injection before installation?▼

Every external skill passes a two-level check: an automated Python security scanner that blocks or warns on malicious patterns, followed by a manual semantic review of the SKILL.md content. Blocked skills are deleted immediately and never used.

Does the setup support languages other than English for generated files?▼

Yes, the Skill resolves separate UI and artifact languages at the start of each run, stored in .ai-factory/config.yaml. Generated files like DESCRIPTION.md and AGENTS.md are written in the resolved artifact language while keeping technical terms intact.

What MCP servers can be configured during project setup?▼

The Skill configures GitHub, Postgres, Filesystem, and Playwright MCP servers in .cursor/mcp.json based on detected project needs. For example, a Prisma or PostgreSQL project triggers the Postgres server, and a git repository triggers GitHub.

Does this Skill write project source code or implement features?▼

No, the Skill explicitly does not implement the project. It only sets up context: skills, MCP configuration, AGENTS.md, DESCRIPTION.md, and architecture documentation. Implementation is delegated to separate follow-up commands.

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