Cc Sdd New Agent
gotalab/cc-sdd
Add or extend coding-agent support in cc-sdd by executing the SOP in docs/cc-sdd/sop-new-agent.md end-to-end.
A skill your agent uses when deciding whether to write a piece of code, add a dependency, or introduce an abstraction / module / config — the "should I build this at all?" filter, applied before…
Install Six Rung Ladder
$ npx skills add s0912758806p/agentic-sop-to-work --skill six-rung-ladder -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install s0912758806p/agentic-sop-to-work six-rung-ladder --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/s0912758806p/agentic-sop-to-work.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/agentic-sop-kit/skills/six-rung-ladder .claude/skills/six-rung-ladder && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "six-rung-ladder" agent skill from https://github.com/s0912758806p/agentic-sop-to-work/tree/main/plugins/agentic-sop-kit/skills/six-rung-ladder into .claude/skills/six-rung-ladder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "six-rung-ladder", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/s0912758806p/agentic-sop-to-work/tree/main/plugins/agentic-sop-kit/skills/six-rung-ladderType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add s0912758806p/agentic-sop-to-work --skill six-rung-ladder -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install s0912758806p/agentic-sop-to-work six-rung-ladder --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/s0912758806p/agentic-sop-to-work.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/agentic-sop-kit/skills/six-rung-ladder .agents/skills/six-rung-ladder && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "six-rung-ladder" agent skill from https://github.com/s0912758806p/agentic-sop-to-work/tree/main/plugins/agentic-sop-kit/skills/six-rung-ladder into .agents/skills/six-rung-ladder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "six-rung-ladder", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add s0912758806p/agentic-sop-to-work --skill six-rung-ladder -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install s0912758806p/agentic-sop-to-work six-rung-ladder --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/s0912758806p/agentic-sop-to-work.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/agentic-sop-kit/skills/six-rung-ladder .cursor/skills/six-rung-ladder && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "six-rung-ladder" agent skill from https://github.com/s0912758806p/agentic-sop-to-work/tree/main/plugins/agentic-sop-kit/skills/six-rung-ladder into .cursor/skills/six-rung-ladder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "six-rung-ladder", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/s0912758806p/agentic-sop-to-work.git --path plugins/agentic-sop-kit/skills/six-rung-ladder--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add s0912758806p/agentic-sop-to-work --skill six-rung-ladder -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install s0912758806p/agentic-sop-to-work six-rung-ladder --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/s0912758806p/agentic-sop-to-work.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/agentic-sop-kit/skills/six-rung-ladder .gemini/skills/six-rung-ladder && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "six-rung-ladder" agent skill from https://github.com/s0912758806p/agentic-sop-to-work/tree/main/plugins/agentic-sop-kit/skills/six-rung-ladder into .gemini/skills/six-rung-ladder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "six-rung-ladder", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install s0912758806p/agentic-sop-to-work six-rung-ladderInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add s0912758806p/agentic-sop-to-work --skill six-rung-ladder -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/s0912758806p/agentic-sop-to-work.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/agentic-sop-kit/skills/six-rung-ladder .github/skills/six-rung-ladder && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "six-rung-ladder" agent skill from https://github.com/s0912758806p/agentic-sop-to-work/tree/main/plugins/agentic-sop-kit/skills/six-rung-ladder into .github/skills/six-rung-ladder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "six-rung-ladder", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add s0912758806p/agentic-sop-to-work --skill six-rung-ladder -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install s0912758806p/agentic-sop-to-work six-rung-ladder --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/s0912758806p/agentic-sop-to-work.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/agentic-sop-kit/skills/six-rung-ladder .opencode/skills/six-rung-ladder && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "six-rung-ladder" agent skill from https://github.com/s0912758806p/agentic-sop-to-work/tree/main/plugins/agentic-sop-kit/skills/six-rung-ladder into .opencode/skills/six-rung-ladder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "six-rung-ladder", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
six-rung-ladder- GitHub stars
- 209
- Token cost
- ~563 tokens
- SKILL.md length
- 123 words
- Files
- 1
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when deciding whether to write a piece of code, add a dependency, or introduce an abstraction / module / config — the "should I build this at all?" filter, applied before…
- Works in 6 steps: YAGNI — 業務真的需要嗎？ → Stdlib — 標準庫能解決嗎？ → Native Platform — 平台原生特性夠用嗎？ → …
- Deciding whether to write a piece of code
- SKILL.md covers 角色與目標, 怎麼用, 死守紅線：Lazy, not negligent and 速查口訣, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Six Rung Ladder is an agent skill from s0912758806p/agentic-sop-to-work. Use when deciding whether to write a piece of code, add a dependency, or introduce an abstraction / module / config — the "should I build this at all?" filter, applied before building. ｜ 要決定「要不要寫這段 code／引這個依賴／加這層抽象或模組」時使用——「到底該不該做」的過濾網，動手之前先走一遍。不適用：把流程做成 agent workflow／建工具（改用 agentic-sop）；稽核既有架構有沒有拆好（改用 agentic-workflow-audit）。
Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Business, Finance & HR, covering Operations and SOPs. The repository describes itself as: Turn human SOPs into deterministic, gated agentic workflows — a Claude Code plugin. The licence is MIT.
When your agent uses it
- Deciding whether to write a piece of code
- Add a dependency
- Introduce an abstraction / module / config — the should I build this at all? filter
- Applied before building
Example prompts
- “should I build this at all?”
- “/six-rung-ladder”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 246d966. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Six Rung Ladder loads about 563 tokens when it runs. Until then it costs about 86 tokens; SKILL.md has 123 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from s0912758806p/agentic-sop-to-work at commit 246d966, republished under its MIT licence (© s0912758806p). 123 words, ~563 tokens.
Download SKILL.mdSave it as
.claude/skills/six-rung-ladder/SKILL.md (or your agent's skills folder).- name
- six-rung-ladder
- description
- Use when deciding whether to write a piece of code, add a dependency, or introduce an abstraction / module / config — the "should I build this at all?" filter, applied before building. ｜ 要決定「要不要寫這段 code／引這個依賴／加這層抽象或模組」時使用——「到底該不該做」的過濾網，動手之前先走一遍。不適用：把流程做成 agent workflow／建工具（改用 agentic-sop）；稽核既有架構有沒有拆好（改用 agentic-workflow-audit）。
極簡架構過濾網：Six-Rung Ladder
角色與目標
面對任何「要不要寫這段代碼／要不要引入這個東西」的決策時，當一道逐級過濾網。核心信念：Lazy, not negligent（慵懶，但絕不疏漏）。每一行代碼、每一個依賴、每一個抽象，都是未來的維護成本與攻擊面；最便宜、最安全的代碼，是那行你沒有寫的。
這把梯子是 decide → build → audit 方法論的最前段：先用它擋掉不該做的，剩下該做的才交給 agentic-sop 去建、agentic-workflow-audit 去查。
怎麼用
請求從第 1 級開始往下走，能在哪一級攔下，就在哪一級解決，絕不下沉。一旦某級給出可行解就停，不要繼續往下找更重的方案。
1. YAGNI — 業務真的需要嗎？
不需要 → 直接拒絕。先質疑需求本身，而不是急著找實現方案。
2. Stdlib — 標準庫能解決嗎？
優先用語言／執行環境的原生標準庫：大規模驗證、零供應鏈風險、零安裝、隨語言一起維護。
這一級在本專案是機械化的，不是口號：engine 純標準庫由
kit/tests/test_no_third_party.py守（回歸時 fail-loud），整個 marketplace 的 stdlib-only 不變量由plugin-forge lint --all --strict守。
3. Native Platform — 平台原生特性夠用嗎？
引入任何函式庫之前，先確認平台是否已提供（瀏覽器 fetch / URL / Intl、CSS 原生特性……往往足以取代一整包依賴）。
4. Installed Dependency — 現有依賴能複用嗎？
前三級都不行，先翻一遍已經裝好的依賴。堅決不為了一個小功能引入新的供應鏈風險——每個新依賴都是新的版本維護、安全漏洞與授權問題來源。
同第 2 級：新依賴會被
test_no_third_party/plugin-forge lint擋下——這一級有 gate，不靠自律。
5. One Line — 一行乾淨代碼行不行？
與其引入抽象、新模組或新依賴，不如就地寫一行清晰直白的代碼。前提：乾淨、可讀、意圖明確，而非炫技式壓縮。
6. The Minimum That Works — 最小可用閉環
全走不通 → 只寫最小可用、能跑能驗的閉環。不過度設計、不預留花俏擴展點；先讓最小版本真正運作起來。
死守紅線：Lazy, not negligent
「慵懶」是對複雜度／抽象／依賴保持吝嗇；「絕不疏漏」是有些東西一行都不准省。下列防禦性代碼永遠不適用上面的偷懶哲學：
- 跨信任邊界的防注入：任何外部資料（用戶輸入、第三方回應、檔案內容、URL 參數……）一律當作不可信，做好校驗與轉義。
- 容災與錯誤處理：失敗路徑、超時、重試、降級，該寫的都要寫，不能假設一切正常。
- 安全性：權限校驗、機密處理、最小權限原則，不能因「先跑起來再說」而跳過。
這條紅線與本專案既有鐵則「防禦代碼不准省」是同一條；對應的確定性 gate（如
trace_gate防臆造）亦屬此列。在該懶的地方懶到極致，在該嚴的地方一步不讓。
速查口訣
| 級別 | 名稱 | 一句話 |
|---|---|---|
| 1 | YAGNI | 業務真需要嗎？不需要就拒絕。 |
| 2 | Stdlib | 標準庫能不能搞定？（有 gate） |
| 3 | Native Platform | 平台原生特性夠不夠用？ |
| 4 | Installed Dependency | 現有依賴能不能複用？（有 gate） |
| 5 | One Line | 一行乾淨代碼行不行？ |
| 6 | Minimum That Works | 都不行就寫最小可用閉環。 |
紅線：防注入、容災、安全性 — 防禦代碼不准省略。
輸出格式
被觸發時，對該決策逐級回報：在第幾級攔下、為什麼、具體方案（或：為何必須下沉到下一級）。若涉及外部輸入／失敗路徑／安全，明確點出哪條紅線項不得偷懶。最後一句結論：做 ／ 不做 ／ 做最小版。
© s0912758806p, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in plugins/agentic-sop-kit/skills/six-rung-ladder of s0912758806p/agentic-sop-to-work.
Open the folder on GitHubat commit 246d966
Compare with similar skills
Six Rung Ladder next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Six Rung Ladder this skills0912758806p/agentic-sop-to-work | 209 | — | ~563 | Automated safety check: Pass | MIT | |
| Cc Sdd New Agentgotalab/cc-sdd | 3.7k | — | ~1.1k | Automated safety check: Pass | MIT | |
| DBS Business Toolkit Entrydontbesilent2025/dbskill | 11k | — | ~2k | Automated safety check: Pass | Custom licence | |
| Agent Sop Authorstrands-agents/agent-sop | 1.2k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | |
| Diffusion Narrative Denouncingcanwhite/Krebs | 1k | — | ~831 | Automated safety check: Pass | MIT | |
| Company Researchsimonlin1212/Vibe-Research | 2.7k | — | ~3.2k | Automated safety check: Pass | MIT |
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strands-agents/agent-sop
Create (or update) and validate Agent SOPs (Standard Operating Procedures) - markdown-based workflows that guide AI agents through complex, multi-step tasks with RFC 2119 constraints.
Diffusion Narrative Denouncing
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基于"扩散模型叙事去噪流"的小说写作 SOP。将 AI 视为去杂质机器，通过锁定全局信号、预测叙事噪声、精准去噪、随机修正四个步骤，解决 AI 翻译腔、逻辑断层和故事平淡的问题。
Company Research
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A 股 / 港股 / 美股个股研究六阶段 SOP(profile → financials → estimates → valuation → risk → report),Phase 0 范围 = 财务估值闭环。当任务是研究 / 分析 / 评估一只或多只已指定代码的个股时使用(港股 / 美股的口径差异见 §7);规定每阶段取哪些数据、调哪些 calc 函数、必须落盘什么产物、过什么…
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Related
Categories
Questions about Six Rung Ladder
What does Six Rung Ladder do?
A skill your agent uses when deciding whether to write a piece of code, add a dependency, or introduce an abstraction / module / config — the "should I build this at all?" filter, applied before…. Six Rung Ladder is an agent skill from s0912758806p/agentic-sop-to-work." filter, applied before building.
When should I use Six Rung Ladder?
Six Rung Ladder fits situations like: deciding whether to write a piece of code; add a dependency; introduce an abstraction / module / config — the should I build this at all? filter; applied before building.
How do I install Six Rung Ladder in Claude Code?
Run `npx skills add s0912758806p/agentic-sop-to-work --skill six-rung-ladder -a claude-code`. Or copy the skill folder (plugins/agentic-sop-kit/skills/six-rung-ladder in s0912758806p/agentic-sop-to-work) into .claude/skills/six-rung-ladder in your project. Claude Code loads it when a task matches its description.
How do I install Six Rung Ladder in Codex?
Run `npx skills add s0912758806p/agentic-sop-to-work --skill six-rung-ladder -a codex`. Or copy the skill folder (plugins/agentic-sop-kit/skills/six-rung-ladder in s0912758806p/agentic-sop-to-work) into .agents/skills/six-rung-ladder in your project. Codex loads it when a task matches its description.
Can I use Six Rung Ladder in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add s0912758806p/agentic-sop-to-work --skill six-rung-ladder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/six-rung-ladder, .gemini/skills/six-rung-ladder, .github/skills/six-rung-ladder and .opencode/skills/six-rung-ladder in your project.
What does Six Rung Ladder need to run?
SKILL.md names no scripts, command-line tools or credentials: Six Rung Ladder is instructions for the agent only.
Does Six Rung Ladder access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Six Rung Ladder safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Six Rung Ladder use?
Six Rung Ladder is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Six Rung Ladder use?
About 563 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Six Rung Ladder?
Skills that share tags, products or a category with Six Rung Ladder: Cc Sdd New Agent (gotalab/cc-sdd, 3.7k stars), DBS Business Toolkit Entry (dontbesilent2025/dbskill, 11k stars), Agent Sop Author (strands-agents/agent-sop, 1.2k stars) and Diffusion Narrative Denouncing (canwhite/Krebs, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Six Rung Ladder?
s0912758806p (a GitHub user) maintains it in s0912758806p/agentic-sop-to-work, which has 209 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on September 8, 2026.
Source: s0912758806p/agentic-sop-to-work on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.