ZBS Index What actually exists in applied AI, with the source next to it

skill

autonomous-builder

Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature development, bug fixing, or code refactoring.

Description as published by the maintainer. Source

  • active

active — Most recent push to the repository was 2026-08-03.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 2,619 Stars on the repository that contains this skill, not on the skill itself. A collection of fifty skills shares one number, so it says nothing about this particular skill. cumulative, all time GitHub
Last commit 2026-08-03 Most recent push to the containing repository. It may reflect work on a different skill in the same collection. point in time GitHub
repository status active The repository holding this skill exists and is not archived. as of fetch GitHub

Will this work with your setup?

No harness stated by the author and no install path convention detected. Compatibility is untested.

We have not run this skill against a task with and without it enabled, so we cannot tell you whether it improves anything, what it costs in tokens, or whether it duplicates behaviour your harness already has. When we have run that test, the result will appear on this page with the task, the versions and the budget it used.

The skill definition lives at bundled/skills/autonomous-builder/SKILL.md in https://github.com/foryourhealth111-pixel/Vibe-Skills.

Where to get it

Related, by what their authors tagged them

  • foryourhealth111-pixel-vibe-skills-adaptyv — last commit 2026-08-03, shares agent-framework, agentic-coding, ai-scientist
    Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experim…
  • foryourhealth111-pixel-vibe-skills-aeon — last commit 2026-08-03, shares agent-framework, agentic-coding, ai-scientist
    This skill should be used for time series machine learning tasks including classification, regression, clustering, fore…
  • foryourhealth111-pixel-vibe-skills-algorithmic-art — last commit 2026-08-03, shares agent-framework, agentic-coding, ai-scientist
    Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users…
  • foryourhealth111-pixel-vibe-skills-alpha-vantage — last commit 2026-08-03, shares agent-framework, agentic-coding, ai-scientist
    Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators…
  • foryourhealth111-pixel-vibe-skills-architecture-patterns — last commit 2026-08-03, shares agent-framework, agentic-coding, ai-scientist
    Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven…
  • foryourhealth111-pixel-vibe-skills-astropy — last commit 2026-08-03, shares agent-framework, agentic-coding, ai-scientist
    Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical d…
  • foryourhealth111-pixel-vibe-skills-bio-database-evidence — last commit 2026-08-03, shares agent-framework, agentic-coding, ai-scientist
    Unified biological database evidence owner. Use for gene annotation, variant clinical significance, cancer mutation evi…
  • foryourhealth111-pixel-vibe-skills-biopython — last commit 2026-08-03, shares agent-framework, agentic-coding, ai-scientist
    Primary retained Python toolkit for molecular biology sequence work. Preferred for sequence manipulation, FASTA/FASTQ/G…
  • foryourhealth111-pixel-vibe-skills-brainstorming — last commit 2026-08-03, shares agent-framework, agentic-coding, ai-scientist
    You MUST use this before any creative work - creating features, building components, adding functionality, or modifying…
  • foryourhealth111-pixel-vibe-skills-cancel-ralph — last commit 2026-08-03, shares agent-framework, agentic-coding, ai-scientist
    Codex-compatible cancel command for Ralph loop state, preserving the original command name.

These share tags the maintainers applied themselves, such as agent-framework, agentic-coding, ai-scientist, ai-skills. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

Also from foryourhealth111-pixel

How the author describes it

Topics the maintainer set on GitHub: agent-framework, agent-skills, agentic-coding, ai-agents, ai-scientist, ai-skills, ai-workflow, automation, claude-code, codex, context-engineering, developer-tools, llm, multi-agent, prompt-engineering, skills, vibe-coding, vibecoding, workflow-automation.

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Sources

  1. foryourhealth111-pixel/Vibe-Skills on GitHub — GitHub, observed , trust tier 3.