Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsBlogPro
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Authors
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges
  • Chrome Extension
  • Skill Manager

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

ProTermsPrivacyRefunds
Back to skills

Loop Me

ASecurity

在此工作區內,針對我想建立的 workflow 之規格說明 grill 我。

3 stars
0 votes
0 copies
1 views
Added 9/19/2026
ai-agents

Security Analysis

A100/100

Pro scans all 2 files and shows the line behind each finding

Scanned 9/19/2026

$npx -y skills add shumingyang-opencode/mattpocock-skills-zh-tw --skill loop-me --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Loop Me?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Loop Me
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/shumingyang-opencode-loop-me/badge)](https://www.skillsdirectory.com/skills/shumingyang-opencode-loop-me)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
Files
SKILL.md
---
name: loop-me
description: 在此工作區內,針對我想建立的 workflow 之規格說明 grill 我。
disable-model-invocation: true
argument-hint: "一個要設計的 workflow,或沒有就去找一個"
---

執行一場有狀態的 `/grilling` session,其唯一輸出是**workflow** 規格說明。使用 grilling 紀律 — 持續不懈、一次一輪問題、每個問題都附建議答案 — 目標是下方的詞彙與目標。當 grilling 解決事情時,建立、編輯與刪除規格說明。

## 迴圈透鏡(The loop lens)

**迴圈**是使用者生活中的一個反覆模式:他們的職涯、他們的一週、他們的早晨、一個單一反覆的活動。把生活想像成迴圈中的迴圈,會揭示它的活動實際上有多可預測 — 這正是它們值得被**委派**的原因。使用這個透鏡尋找值得規格化的迴圈,並提出使用者沒有注意到的。

**workflow** 是單一迴圈的規格說明,使它成真。您在一個迴圈上執行一個 workflow — 迴圈就是它的執行實例。Workflow 存在於 `workflows/*.md`,是真相來源。

## 詞彙

一套共享語言,只在 workflow 需要它時取用 — 絕不是檢查清單。**不要強制任何結構**:一個 workflow 不需要 AI、不需要檢查點、也不需要排程,除非 grilling 顯示它需要。

- **Trigger(觸發)** — 每回合觸發的機制:一個**事件**(一封新 email、一個新 issue)或一個**排程**(每天早上)。事件觸發通常更有效率。
- **Checkpoint(檢查點)** — 一個人在迴圈中的點,在此要求使用者驗證或決策。有些 workflow 沒有檢查點,自主運行;有些完全不使用 AI。
- **Push right(向右推)** — 把檢查點延後到它能延後的最遠。在牽涉人類之前做最大的工作,這樣他們只被問一次、在最後、而且一切都準備好了。
- **Brief(簡報)** — 檢查點呈現的內容:一個緊湊、決策就緒的摘要 — 產出了什麼、為什麼,以及一個下探到資產本身的連結 — 絕不是原始輸出。使用者閱讀的是簡報,不是草稿。審查速度是至關重要的。

## 完成定義

當一個實作者代理可以不用問任何問題就建構它時,workflow 規格說明就完成了。Grill 到那時;只要還有一個問題存在,什麼都還沒完成。

## 工作區

- `workflows/*.md` — 每個 workflow 一份規格說明。
- `NOTES.md` — 關於使用者世界的原始筆記:他們使用的工具、他們處理的管道,以及他們對兩者的自己的術語。當它是空的或稀薄的,在規格化任何東西之前,先訪問他們的世界。當模糊的術語浮現時,把它們磨利成標準術語,並記錄在這裡。

Attribution

shumingyang-opencodeshumingyang-opencode
View sourceSee grades on GitHubMore from shumingyang-opencode →
SSkills DirectorySkills Directory

Ship a skill? Prove it's safe.

Free 120-pattern security scan, letter grade, and an embeddable README badge.

Submit a skill

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Ship a skill? Prove it's safe.

Free 120-pattern security scan, letter grade, and an embeddable README badge.

Submit a skill

Related Skills

Caveman

Terse caveman voice: answer first, fluff gone, every technical fact kept. Use for /caveman, "caveman mode", "talk like caveman", "be brief", "less tokens". Stays on until "stop caveman" or "normal mode".

1100021 votes

Hyperplan

Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) via team-mode for ruthless cross-critique debate, distills only the defensible insights, then MANDATORILY hands the distilled insight bundle to the `plan` agent for executable plan formalization. Use when planning needs maximum rigor and surfacing of weak assumptions, blind spots, and over-engineering. Triggers: 'hyperplan', 'hpp', '/hyperplan', ...

698431 votes

Writing Skills

Create and manage Claude Code skills in HASH repository following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill activation, or implementing progressive disclosure. Covers skill structure, YAML frontmatter, trigger types (keywords, intent patterns), UserPromptSubmit hook, and the 500-line rule. Includes validation and debugging with SKILL_DEBUG. Examples include rust-error-stack, cargo-dep...

3931 votes

Mcp Code Execution

Routes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limiting throughput on data-heavy tasks.

3421 votes

catchup

Recovers the conversation and failed tool calls of a previous Codex, Amp, Claude Code, Antigravity, Cline, Copilot CLI, Cursor, DeepSeek Harness, Grok Build, Kimi, OpenCode, Pi Agent, or ZCode session. Use when the user says "catch up", "what did the last session do", "get me up to speed", "I switched agents", asks to recover/summarize a previous session before continuing, or asks to diagnose or report a catchup failure. Do NOT use for the current conversation, git history, or any non-agent log.

741 votes
View all in ai-agents →