manishiitg

Agentworks — AI skill for Claude Code

AI community

AgentWorks: AI agents that own the work.

How to install Agentworks

This entry records only its repository, not the path inside it, so there is no exact command to give. Open manishiitg/agentworks and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Agentworks does

AgentWorks: AI agents that own the work. Goals that chase a metric, and Crews your team asks from Claude, ChatGPT or Cursor. Open source.

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README

AgentWorks

**Give an AI agent a goal and a metric. It keeps working until it hits the target.**

AgentWorks is an open-source platform for goal-driven AI agents. You describe an outcome, pick the number that proves it, and set a target. Agents plan the work, run it on a schedule, measure every run, and change their own plan until the metric moves. It runs on the coding-agent CLIs you already use: Claude Code, Codex, Cursor, and Pi.

[![Latest Release](https://img.shields.io/github/v/release/manishiitg/coding-agent-loop?label=release)](https://github.com/manishiitg/coding-agent-loop/releases/latest) ![macOS Apple Silicon](https://img.shields.io/badge/macOS-Apple%20Silicon-000000?logo=apple) [![MIT License](https://img.shields.io/badge/license-MIT-green.svg)](LICENSE)

[Website](https://agentworkshq.com) · [Docs](docs/README.md) · [First workflow](docs/getting-started/first-workflow.md) · [Releases](https://github.com/manishiitg/coding-agent-loop/releases/latest) · [Book a call](https://calendly.com/manishiitg/15min)

![An agent is asked to book 5 sales demos a week. Week by week it changes its approach, drops what doesn't work, and goes from 1 to 6 demos a week.](docs/assets/github/goal-loop.gif)

Illustrative example.

How it works


Goals	Every workflow has a goal: the outcome in plain words, a primary metric with a target, supporting metrics, and rules that must stay true. Progress is shown as dated measurements. Missing or stale numbers are flagged, never guessed. Goal measurement
Auto-improve	After runs, AgentWorks reviews the evidence against the goal. It repairs broken steps, drops approaches that didn't move the metric, does the work nobody was doing, and checks later whether it helped. Improvement system · Auto-improvement framework
Autonomy	You choose how far it goes, per wo