Abdiel Aviles

Data / ML Engineer

// puerto rico, pr · UTC-4

used to be a software engineer... now more of an annoying-micromanager-of-coding-agents

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profile sourced from GitHub

Scouting report

Veteran engineer now building Claude Code agent tooling

assessed from open-source footprint

Staff

59signal

Abdiel is a 14-year GitHub veteran (Mozart Analytics) who has pivoted into autonomous-agent tooling, shipping Claude Code skills like autoeval (vague problems into scaffolded experiment loops) and a guided-discovery skill across JS, TypeScript and Python. Stars are near-zero and these are early-stage tools, but the originality is in the AI-orchestration angle and his self-aware 'micromanager of coding agents' framing. A pragmatic mid/senior fit for teams investing in agentic dev workflows.

Authorship & open source

Solo authorwrote 100% of commits on mcp-azure-boards

61 merged PRs777 commits / yr1 external project6 reviews1,351 private contributions / yr

Contributes to

riverline-labs/tenor1★

What they build

Frontend50%

Backend42%

Data / ML8%

Industry experience

Data, ML & AI
Web & CMS

Signal breakdown

Originality41

Impact56

Consistency100

Polish38

Stars

top repo 3

Original repos

65% forks

Followers

On GitHub

14.7 yr

Live demos

Activity

Active

22% stale

Strengths

Verified author — wrote 100% of commits on mcp-azure-boards
61 merged pull requests
777 commits in the past year
Ships to production — 2 live demos
Consistently active, low abandonment
Frontend focus with Backend
Domain experience in Data, ML & AI & Web & CMS

About

used to be a software engineer... now more of an annoying-micromanager-of-coding-agents — 37 public repositories and 10 followers on GitHub.

Skills

JavaScript
TypeScript
Python
Autonomous Optimization
Claude Code
Claude Code Skill
Eval Suite

Featured work

Discovery Skill

Guided discovery session skill for Claude Code — structured facilitation with first-principles decomposition

Code

by Abdiel Aviles

autoeval

Transform vague optimization problems into fully scaffolded autonomous experiment loops. Claude Code skill.

Python
Autonomous Optimization
Claude Code
Claude Code Skill
Eval Suite

by Abdiel Aviles

Pdf Compress

Compress PDFs in your browser — no uploads, fully client-side using Ghostscript WASM

TypeScript

by Abdiel Aviles

E2e Skill

Claude Code skill for E2E testing — discover coverage gaps, author human-readable scenarios, and generate/run Playwright tests with AI.

Code

by Abdiel Aviles

Filesystem Mcp

Context-safe MCP filesystem server with pagination. Fork of @modelcontextprotocol/server-filesystem with offset/limit on all list/search/read tools t…

TypeScript

by Abdiel Aviles

abdielou

self()

Code

by Abdiel Aviles