菜单
mcp-architect 唯一自動網關 — route MCP-server design/architecture intent to right manual skill. Use when: design or analyze MCP server, organize multi-tool MCP, tool schema/error/response design, token-efficient responses, progressive discovery, retrieval modes, citation or conflict response shapes, MCP examples, unsure which mcp-architect skill.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Record + replay an interactive guided demo overlay on the live app — self-advancing walkthrough, labelled gesture affordances. 瀏覽器互動導覽。 Use when: demo a feature, create walkthrough, run walkthrough tool, guided product tour, replay a flow, show what was built, onboarding tour, step-by-step demo overlay.
Adversarial cooperation loop for code quality verification with plan adjustment at each phase. 對抗協作循環：實施者與驗證者互相制衡，逐階調整計劃，確保代碼品質。 Use when: execute dart task, run quality pipeline, adversarial review, implement with verification
Search + synthesize prior agent session history. Claude Code primary (~/.claude/projects/); Codex/Cursor secondary. Discover -> branch/keyword filter -> extract skeleton/errors -> session-historian subagent. Use when: what was tried, prior attempts, past decisions, recent work, why approach abandoned, cross-session context, even without saying 'sessions'.
Canonical verdict-only return schema for adversarial reviewer subagents. Reviewers emit compact ≤30-line verdict block; main loop parses verdict + blockers only. Use when: authoring or updating reviewer agent, building verdict consumer, debugging reviewer report parsing.
Diagnose + configure compound-engineering env — CLI deps, plugin version, repo-local config. Guided install for missing tools, gitignore + config bootstrap. Use when: troubleshoot missing tools, verify CE setup, onboard repo, refresh config template, /ce-setup re-check. Skip: unrelated to compound-engineering tooling.
Resolve review feedback by evaluating validity and fixing issues in parallel. Pre-commit-first. Use when: applying review feedback from local reviewer agent output, resolving pre-commit review findings, working through code-review agent suggestions, addressing reviewer-flagged issues before commit. Also: PR comments via gh as secondary path. 解決審查回饋：本地審查代理輸出優先，PR次之。
| name | mcp-architect-recommender |
| description | mcp-architect 唯一自動網關 — route MCP-server design/architecture intent to right manual skill. Use when: design or analyze MCP server, organize multi-tool MCP, tool schema/error/response design, token-efficient responses, progressive discovery, retrieval modes, citation or conflict response shapes, MCP examples, unsure which mcp-architect skill. |
此為 mcp-architect 諸技藝之唯一自動網關。餘 12 技藝皆手動（disable-model-invocation: true）— 本技藝據意圖導向其一，避免每技藝描述皆耗 per-turn context。
職責：判意圖 → 薦技藝 → 以
Skill工具調之。本技藝不設計，只路由。
mcp-architect:<skill>」並以 Skill 工具調之（或提示 /<skill>）。| 意圖 / Intent | 技藝 / Skill |
|---|---|
| 設計全新 MCP 服務器（交互引導 + JSON 骨架） | mcp-architect:design-mcp（見 Disambiguation） |
| 分析現有 MCP 實現、覓優化與合規 | mcp-architect:analyze-mcp |
| 組織/命名/結構化多工具（10+）服務器 | mcp-architect:mcp-architecture（見 Disambiguation） |
| 設計單個工具之 I/O 模式、驗證、錯誤處理 | mcp-architect:tool-design（見 Disambiguation） |
| info/discovery 工具、分層披露能力 | mcp-architect:progressive-discovery |
| 檢索型 MCP 多索引模式（dense/lexical/symbolic/multiview 選入） | mcp-architect:multiview-retrieval-pattern |
| 錯誤響應漸進引導、did-you-mean、模糊匹配、模式提示 | mcp-architect:client-guidance |
| 人機雙讀響應、自動化標誌、跨工具 token/ID、置信分層 | mcp-architect:response-optimization（見 Disambiguation） |
| 壓縮響應、token 預算、每 token 信息最大化 | mcp-architect:context-compression（見 Disambiguation） |
| 帶引用之響應形（source-exists/derivable/no-over-extension/no-cite-hallucination） | mcp-architect:citation-verification-pattern（見 Disambiguation） |
| 多源合成響應形、結構化呈現矛盾（conflicts[]） | mcp-architect:conflict-aware-response（見 Disambiguation） |
| 產品級 MCP 實例（lci 搜碼、agnt 瀏覽器代理、進程管理） | mcp-architect:mcp-examples |
近義技藝抉擇（依範圍/層級）：
mcp-architect:design-mcpmcp-architect:mcp-architecturemcp-architect:tool-designresponse-optimization；專於壓縮/token 預算/縮寫 → context-compression。二者互補：先定形（response-optimization），後省字（context-compression）。citation-verification-pattern；跨 2+ 源、須結構化暴露矛盾 → conflict-aware-response。研究/合成服務器常二者並用。multiview-retrieval-pattern；服務器能力之分層探索（info 工具）→ progressive-discovery。mcp-architect:design-mcp — 新服務器之端到端設計入口。mcp-architect:mcp-examples — 諸模式之真實產品級參照。mcp-tester 插件 — 設計既定後，測試運行中之伺服器（連線、綱要、流量、熱換）。