Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/kopp0510/claude-dd/claude-mdgit clone --depth 1 https://github.com/kopp0510/claude-ddWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/kopp0510/claude-dd/claude-md)<a href="https://agentmods.dev/instructions/kopp0510/claude-dd/claude-md"><img src="https://agentmods.dev/badge/instructions/kopp0510/claude-dd/claude-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.04482 | $0.04482 |
| Opus 5 | $0.02241 | $0.02241 |
| Sonnet 5 | $0.00896 | $0.00896 |
| Haiku 4.5 | $0.00448 | $0.00448 |
Grade D, and why
claude-dd CLAUDE.md scanned grade D with 3 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Enumerates other installed skillsmediumAgent snooping
Other skills' SKILL.md files reveal prompts, capabilities and secrets that should be invisible to peers.
find ~/.claude/skills -maxdepth 1 -name '*.zip' # 查 zip 殘留(zsh 下 glob 無匹配會直接報錯,故用 find) Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
確認非 DD pipeline 內容後手動 `rm` / `rm -rf` 清掉。 Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
實作+測試 → commit → code-simplifier → code-review → 再測(curl/playwright) → commit How it starts
The opening of the file, as written. The whole thing — 186 lines — stays where its author put it; the contents beside it link to each section on GitHub.
DD Pipeline — Claude Code 自動化開發流程
可攜式 Claude Code 設定庫,透過 install-dd-pipeline.sh 安裝到 ~/.claude/ 全域。
安裝 / 更新
./install-dd-pipeline.sh # 首次安裝
./install-dd-pipeline.sh --force # 更新:差異檔覆蓋(內容相同不重寫);全域 CLAUDE.md 跳過詢問直接覆蓋(先備份)
./install-dd-pipeline.sh --check # 只檢查環境
./install-dd-pipeline.sh --uninstall --yes # 免確認解除安裝(自動化;非互動環境的詢問一律採預設值)
從舊版(全量部署 / 分桶時期)升級、既有專案升級到 8 步迴圈:見 UPGRADING.md。
環境檢查(步驟 1 / --check)除必要工具外含可選項 ffmpeg:tech-diagram-gif 的
GIF 匯出用,缺少時警示並附安裝指令(brew / apt),該 skill 退化交付 SVG。
只偵測提示、不代裝系統套件。
部署清單(使用率盤點制)
repo 只保留有實證使用紀錄的元件(2026-08-04 盤點留存 9 skills、4 agents、
dd-init、workflow-review;2026-08-10 新增自製 tech-diagram-gif,實證來源為當次
對話的完整管線驗證),全部預設部署;清單定義在 install-dd-pipeline.sh 頂部的
PROMOTED_* 陣列。
- 歷次盤點刪除(git 歷史可回溯):deprecated 桶(全歷史 0 次使用的 34 skills /
17 agents / 6 dd 指令 / 13 NS commands)與 misc 桶(SRE 備援性質但零實際調用的
11 skills / 5 NS commands)均於 2026-08-04 刪除;取回方式
git checkout pre-prune-2026-08-04 -- skills/<名字>後加回陣列
目錄結構
skills/— 10 個 Skills(每個子目錄含 SKILL.md 定義檔,全數部署;writing-great-skills 為 vendored 自 mattpocock/skills 的 skill 撰寫參考、tech-diagram-gif 的風格規範 vendored 自 fireworks-tech-graph)agents/— 4 個 Agents(code-simplifier、code-reviewer 官方備份 + senior-devops、security-auditor)commands/— 1 個 dd-* 指令(dd-init,.md 平面檔) + 1 個命名空間 command 目錄(workflow-review)templates/global/— 全域 CLAUDE.md 模板(經互動比對部署到~/.claude/CLAUDE.md)scripts/— 輔助腳本(部署到~/.claude/scripts/;含 check-claude-md.sh pre-commit gate 與本 repo 自用的githooks/,後者不部署)diagrams/— 兩份 README 嵌的 4 張 GIF(使用流程、8 步迴圈 × 中英); 來源腳本在diagrams/src/(改圖改腳本再重出,勿手改 GIF)。 三層架構圖於 2026-08-31 移除 — 它畫的是目錄清單而非架構,資訊都在DD_PIPELINE_ARCHITECTURE.md的文字版裡,還多一份圖要維護install-dd-pipeline.sh— 安裝腳本(部署到 ~/.claude/;唯一安裝路線,分享亦同)
新增 Skill 步驟
- 在
skills/<skill-name>/建立SKILL.md - 在
install-dd-pipeline.sh的PROMOTED_SKILLS陣列加入名稱 - 執行
./install-dd-pipeline.sh --force部署
Skill hook 路徑規範(強制)
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today Changed · +5 lines · +195 tokens per session 3c7ab9f5ab4c
- yesterday Changed · +8 lines · +245 tokens per session f8e9fbec006a
- 5d ago First seen · 173 lines · 4,042 tokens per session scan D 36ce37a322c6
claude-dd CLAUDE.md is an instructions file published in the GitHub repository kopp0510/claude-dd (6 stars, last pushed yesterday), licensed MIT. It adds 4,482 tokens to every session, about $0.0224 per session on Opus 5. A static security scan graded it D with 3 findings (enumerates other installed skills, recursive force delete, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
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Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
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AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
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AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).