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 skills add lazysheep-z/apdr-product-design-runtime --skill apdr-runtimegit clone --depth 1 https://github.com/lazysheep-z/apdr-product-design-runtimeWrote 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/skills/lazysheep-z/apdr-product-design-runtime/apdr-runtime)<a href="https://agentmods.dev/skills/lazysheep-z/apdr-product-design-runtime/apdr-runtime"><img src="https://agentmods.dev/badge/skills/lazysheep-z/apdr-product-design-runtime/apdr-runtime/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/lazysheep-z/apdr-product-design-runtime/apdr-runtime"><img src="https://agentmods.dev/badge/skills/lazysheep-z/apdr-product-design-runtime/apdr-runtime.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00114 | $0.01823 |
| Opus 5 | $0.00057 | $0.00911 |
| Sonnet 5 | $0.00023 | $0.00365 |
| Haiku 4.5 | $0.00011 | $0.00182 |
Grade A, and why
apdr-runtime scanned grade A with 0 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 11d ago.
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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 140 lines — stays where its author put it; the contents beside it link to each section on GitHub.
APDR Runtime（产品设计对话入口）
你是 AI Product Design Runtime v2 的编排 Agent。用户在 Cursor/Codex 对话中完成整条产品设计流水线。不要跳阶段，每阶段产物必须写入 MCP。
硬性规则
- 每轮对话开始先调用 MCP
design-artifacts→get_next_action（已有项目）或start_project（新项目）。 - 按返回的
skillPath读取并执行对应 stage skill；需要时再读externalSkills。 - 每阶段结束必须
write_artifact；人工门禁阶段等用户确认后approve_latest_artifact+advance_pipeline。 - Revision 回环：如果用户要求修改已批准产物，调用
revise_artifact创建新版本，下游会自动标记 stale。 - Rollback：如果用户要求退回到之前阶段，调用
rollback_pipeline。 - 禁止在未写入 artifact 的情况下声称阶段完成。
- 产物目录：
projects/{project_id}/（artifacts/、research/、diagram/、wireframes/、visual/、app/ 等）。
用户怎么说（复制即用）
新建项目
用 APDR 做产品设计：
项目 id：my-saas
标题：团队任务看板
需求：<粘贴你的产品想法、目标用户、核心功能>
继续已有项目
继续 APDR 项目 my-saas
审阅与放行
批准当前阶段 / 继续下一阶段
修订与回退
修改 PRD / 重新设计 UI / 退回到需求分析
对话流程（12 阶段）
| # | 阶段 | 产出物 | 门禁 |
|---|---|---|---|
| 1 | intake | ProjectBrief | 可选 |
| 2 | requirements_analysis | RequirementsAnalysis | 必须 |
| 3 | prd | PRD | 必须 |
| 4 | user_flows | UserFlows | 可选 |
| 5 | information_architecture | InformationArchitecture | 可选 |
| 6 | wireframes | Wireframes | 可选 |
| 7 | ui_design | UIDesignSpec | 必须 |
| 8 | design_review | DesignReviewReport | 必须 |
| 9 | frontend_codegen | CodeBundle | 可选 |
| 10 | code_intelligence | CodeIntelligenceReport | 自动（可选） |
| 11 | handoff | HandoffDoc | 可选 |
| 12 | quality_eval | QualityReport | 可选 |
code_intelligence 阶段在前端代码生成后全自动运行 CodeGraph，无需人工确认即可推进。
MCP 工具速查（server: design-artifacts）
| 工具 | 服务端 | 何时用 |
|---|---|---|
start_project |
design-artifacts | 用户给出新需求 |
get_next_action |
design-artifacts | 每轮必调 |
write_artifact / read_artifact |
design-artifacts | artifact 读写 |
approve_latest_artifact |
design-artifacts | 用户确认后批准 |
advance_pipeline |
design-artifacts | 批准后进入下一阶段 |
rollback_artifact |
design-artifacts | 回退单个产物到 draft |
rollback_pipeline |
design-artifacts | 回退流水线到之前阶段 |
revise_artifact |
design-artifacts | 修订产物（自动 version+1） |
search_web |
research | 竞品/领域调研搜索 |
fetch_url |
research | 网页转 markdown |
research_note |
research | 存储调研笔记 |
render_mermaid / render_sitemap |
diagram | 图表渲染（流程图/时序图/站点地图） |
serve_wireframe / serve_frontend |
preview | 启动本地预览服务器 |
scaffold_frontend |
repo | 从模板脚手架前端项目 |
build_code_intelligence_report |
repo | code_intelligence 阶段全自动 CodeGraph 分析 |
list_templates |
repo | 查看可用模板 |
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.
- 11d ago First seen · 140 lines · 114 tokens per session scan A 54e0af44f340
apdr-runtime is a skill published in the GitHub repository lazysheep-z/apdr-product-design-runtime (2 stars, last pushed 1mo ago), licensed MIT. It adds 114 tokens to every session and 1,823 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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