skill-doctor 是做什麼的？
可觀察、可歸因、可修復且可驗證的代理技能演化平台，並配有 Codex 基準測試。
一個可觀察、可歸因、可修復且可驗證的代理技能演化平台，並配有 Codex 基準測試。
skill-doctor 是一個專為 AI 代理技能演化而設計的平台，強調可觀察性、可歸因性、可修復性與可驗證性。它提供了一套完整的架構，讓開發者可以建立、測試並迭代代理技能，同時透過與 Codex 基準測試的配對，確保技能的品質與效能。這個平台不僅支援技能的版本控制與追蹤，還允許使用者透過詳細的記錄與分析來診斷問題，進而進行修復。其主要目標是讓代理技能的開發過程更加透明且可靠，非常適合需要快速迭代與部署代理技能的開發團隊。skill-doctor 支援多種代理平台，並透過結構化的開發流程來提升技能的穩定度與效率。
npx skills add IsolatedStar0/skill-doctorInstalled? Explore more 研究與資料分析 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
可觀察、可歸因、可修復且可驗證的代理技能演化平台，並配有 Codex 基準測試。
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.