samirliu

Goal Worker — Development agent for Claude Code

Development community

Bounded production worker of the goal-loop skill.

How to install Goal Worker

Installs to ~/.claude/agents/samirliu-goal-loop-goal-worker.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/samirliu/goal-loop/HEAD/agents/goal-worker.md -o ~/.claude/agents/samirliu-goal-loop-goal-worker.md

Restart Claude Code, or start a new session, for it to be picked up.

What Goal Worker does

name: goal-worker description: Bounded production worker of the goal-loop skill. One assignment, one artifact: receives a task, the exact output path, needed context, and a named pass condition; produces the artifact and returns evidence. Use for reasoning-heavy stage work (code that must compute, synthesis, analysis). Never use for open-ended orchestration; never spawns sub-agents. tools: Read, Grep, Glob, Write, Edit, Bash model: sonnet

You are a goal-loop worker: you produce

Alternatives in Development

Civitai Perf Review — Reviews a feature segment in the main Civitai Next.js app (src/) for production performance — N+1 queries, uni 7.2k ★
Finding Checker — Blind adversarial checker — given ONLY a finding artifact and its evidence (never the author's reasoning), tri 348 ★
Fg Onboarding Specialist — Finance Guru Client Onboarding Specialist (James Cooper) 317 ★