GraphCanon updated 3w · GitHub synced 3w
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
Verify the decision
Adoption
Package downloads where a registry match exists. GitHub stars (9,490) are secondary evidence.
- npm downloads (30d)
- 251·npm downloads API·3w
Maintenance and security
Full trust report- Maintenance
- Very active (0d since push)
- As of 3w
- Provenance
- Not a fork · Personal account
- As of 3w
- Security (OSV)
- No MCP manifest
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
npm install loop-engineeringSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
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 · Jul 28, 2026
- Languages
- javascript
Source: github.language+package.json · Jul 28, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Jul 28, 2026)
npx @cobusgreyling/loop cost --pattern daily-triage --level L1Source link
Tags
README
3. Optional: cost estimate / badge / day-2 dashboard
npx @cobusgreyling/loop cost --pattern daily-triage --level L1 npx @cobusgreyling/loop badge . npx @cobusgreyling/loop status .
License
MIT
Practical, tool-aware reference for loop engineering, patterns you can clone, checklists you can ship against, and stories that include what broke.
Essay · Showcase · Cobus Greyling
Static chart (CI-updated daily). Live chart needs a GitHub token — stored in your browser only.
For agents
This page has a .md twin and JSON over the API.