# Forward-Future/loopy repository brief

> This is an EasyGlobe-authored bilingual repository brief, not a redistributed third-party Skill and not an installable copy of the repository. Review the upstream repository before use.

## English

A library of practical AI-agent loops and an installable skill for finding, adapting, and designing repeatable agent workflows

EasyGlobe verified this public, non-fork, non-archived repository at commit `75966cbd572a4185064971c9fe5e9c52e8f8456d`. The sampled tree contains 2 `SKILL.md` files and at least one sampled file has valid `name` and `description` frontmatter. Its primary directory category is Creative & Design. Static sampling did not find the high-risk credential-exfiltration or destructive-root-delete patterns checked by the research pipeline; this is not a full security audit.

## 中文

Forward-Future/loopy 是一个面向创意与设计工作流的 GitHub Skill 仓库。EasyGlobe 在提交 `75966cbd572a4185064971c9fe5e9c52e8f8456d` 对公开、非 fork、未归档的默认分支进行了抽样核验：仓库树包含 2 个 `SKILL.md` 文件，且至少一个抽样文件具有有效的 `name` 与 `description` frontmatter。静态抽样未命中本流水线检查的凭据外传或根目录破坏性命令模式；这不等同于完整安全审计，使用前仍应检查上游仓库。

## Repository metadata

| Field | Value |
| --- | --- |
| Repository | [Forward-Future/loopy](https://github.com/Forward-Future/loopy) |
| Hot rank / score | 54 / 47.768 |
| Stars at verification | 3036 |
| Default branch | `main` |
| Sampled commit | `75966cbd572a4185064971c9fe5e9c52e8f8456d` |
| Last push | 2026-07-26T11:04:33Z |
| Verified | 2026-08-21T03:25:24.715Z |
| License | MIT |
| SKILL.md paths in sampled tree | 2 |

## Representative valid Skill evidence

| Path | Frontmatter name | Frontmatter description | SHA-256 |
| --- | --- | --- | --- |
| `skills/loop-library/SKILL.md` | loop-library | Compatibility alias for Loopy. Use only when an existing installation or older instruction explicitly invokes loop-library; use Loopy for new installations and requests. Provides the same discovery, recommendation, audit, repair, adaptation, guided crafting, bounded execution, run debrief, project loop saving, and publication-preparation workflows. | `5262b5a31b9f8de5701e9c78105bcbda7ca89cde25712ed72a34c1bfe5dd25f4` |
| `skills/loopy/SKILL.md` | loopy | Discover, find, compare, audit, repair, adapt, craft, run, debrief, save, and prepare repeatable AI-agent loops for publication. Use when a user asks to analyze code or coding threads for recurring work, find a published loop, interview them to turn a goal into a bounded loop, review a loop for weak checks or unsafe authority, execute a loop with an evidence receipt, learn from completed runs, save or reuse a project loop, or validate and submit a loop to Loop Library. | `fb366c51324a2123f825f59175624bfde57be0274cf98824d7fdfd04755390d5` |

Source: https://github.com/Forward-Future/loopy