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loop-engineering

cobusgreyling/loop-engineering

Tools for loop engineering with AI coding agents

GitHub Website

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

73views this month

11k stars1.5k forksLast push Sep 20, 2026 TypeScript MIT

Decision brief

Provides tools for prompting and orchestrating AI coding agents with specific CLI utilities like loop-audit, loop-init, and loop-cost.

Good fit when

When you need to design systems that integrate and orchestrate multiple AI coding agents in software development.
If your project can benefit from automated auditing, initialization, and estimation of cost through CLI tools dedicated to loop engineering.

Avoid when

Avoid if you are looking for a simple wrapper around generic AI calls without specific patterns or starters provided by loop-engineering.
Not suitable when the development workflow does not require orchestration of multiple coding agents, as its utilities may be overkill.

Observed Jul 17, 2026 · Source: enrich:decision_facts

loop-engineering alternatives Trust report

Verify the decision

Adoption

Package downloads where a registry match exists. GitHub stars (11,262) are secondary evidence.

npm downloads (30d): 12·npm downloads API·Sep 20, 2026

Maintenance and security

Full trust report

Maintenance: Very active (0d since push); As of Sep 20, 2026
Provenance: Not a fork · Personal account; As of Sep 20, 2026
Security (OSV): No MCP manifest; As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

npm install loop-engineering

npm

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Provides practical patterns, starters, and CLI tools to prompt and orchestrate AI coding agents in software development workflows.

Capability facts

MCP server: No MCP server detected
Source: repo_scan · Sep 20, 2026
Languages: typescript, javascript
Source: github.language+package.json · Sep 20, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Node.js runtimeNode.js

Source: README excerpt (regex_v1, Sep 20, 2026)

npx @cobusgreyling/loop init . --pattern daily-triage --tool claude

Source link

README

Getting started Empty repo → first walkthrough: scripts/empty to state demo.sh. Roll out L1 report → L2 assisted → L3 unattended only after the verifier has been right for a week. See loop design checklist. Loop Ready now weights recent runs harder than files on disk . A 30 day o...

For agents

This page has a .md twin and JSON over the API.

/tools/cobusgreyling-loop-engineering.md GET /api/graphcanon/tools/cobusgreyling-loop-engineering GET /api/graphcanon/graph?tool=cobusgreyling-loop-engineering