skill-doctor 是做什么的？
一个可观察、可归因、可修复且可验证的Agent技能演化平台，配有Codex基准测试对。
一个可观察、可归因、可修复且可验证的Agent技能演化平台，配有Codex基准测试对。
skill-doctor 是一个专注于 AI Agent 技能演化的平台，强调技能的可观察性、可归因性、可修复性和可验证性。它通过提供与 Codex 基准测试配对的环境，帮助开发者系统地改进和迭代 Agent 技能。该平台支持对技能行为进行细粒度监控，使问题定位和修复更加高效，同时确保每次演化都能被准确验证。适用于 Claude Code 等 Agent 工具，为技能开发提供了一套严谨、可靠的实验框架。
npx skills add IsolatedStar0/skill-doctorInstalled? Explore more 研究与数据分析 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
一个可观察、可归因、可修复且可验证的Agent技能演化平台，配有Codex基准测试对。
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.