git:20260710.501b49b to git:20260718.6947e8c

7 added, 7 removed. Audit A to A.

# Awesome Loop Engineering

- > Curated resources and practical patterns for Loop Engineering: the practice of designing recurring AI-agent and coding-agent systems that discover work, delegate to agents, verify results, persist state, and run again on a cadence or until a verifiable goal is reached.

+ > Practical resources and reusable patterns for Loop Engineering: the practice of designing recurring AI-agent and coding-agent systems that discover work, delegate to agents, verify results, persist state, and run again on a cadence or until a verifiable goal is reached.

## Core

- - [README](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/README.md): the curated list with the Loop Contract, design checklist, and maturity model

- - [Canonical definition](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/DEFINITION.md): short definition, positioning, and minimal loop test

+ - [README](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/README.md): the full resource guide with the Loop Contract, design checklist, and maturity model

+ - [Working definition](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/DEFINITION.md): short definition, positioning, and minimal loop test

- [Taxonomy](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/TAXONOMY.md): classification by trigger, intake, verification, state model, and topology

- [Anti-patterns](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/ANTI-PATTERNS.md): common loop failure modes

## Patterns

- [Pattern library](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/patterns/README.md): operational loop patterns with triggers, gates, budgets, and escalation

- [Pattern matrix](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/patterns/MATRIX.md): every pattern compared by trigger, gate, state, and budget, indexed by symptom

- - [Loop contracts](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/examples/README.md): schema-validated contract JSON for every pattern, plus runnable reference loops

+ - [Loop contracts](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/examples/README.md): schema-checked contract JSON for every pattern, plus runnable reference loops

- [Runtime selection guide](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/meta/RUNTIME_SELECTION.md): choosing where a loop runs by persistence, file access, isolation, and permissions

## Data

- - [Resource sheet (CSV)](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/data/resources.csv): all curated entries with section, type, and annotation columns

+ - [Resource sheet (CSV)](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/data/resources.csv): all entries with section, type, and summary columns

- [Resource sheet (JSONL)](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/data/resources.jsonl): the same rows as line-delimited JSON

- - [Hugging Face dataset](https://huggingface.co/datasets/cy0307/awesome-loop-engineering): mirrored dataset with a data viewer over all curated entries

- - [Source audit](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/data/resource_source_audit.csv): per-entry reachability, HTTP status, and repository metadata

+ - [Hugging Face dataset](https://huggingface.co/datasets/cy0307/awesome-loop-engineering): mirrored dataset with a data viewer over all entries

+ - [Source check](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/data/resource_source_audit.csv): per-entry link status, HTTP response, and repository metadata

## Optional

- [Landing page](https://chaoyue0307.github.io/awesome-loop-engineering/)

- [Contributing](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/CONTRIBUTING.md)