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Codex harness for PubMed Search MCP. Triggers: pubmed search, literature search, unified_search, pipeline, fulltext, release checklist, Codex.
Orchestrate pre-commit workflow including Memory Bank sync, README/CHANGELOG/ROADMAP updates, and MCP tool count sync. Triggers: GIT, gc, push, commit, 提交, 準備 commit, 要提交了, git commit, pre-commit, 推送.
Pipeline persistence — save, load, and reuse structured search plans. Triggers: pipeline, 管道, search plan, 搜尋計畫, 重複搜尋, saved search, 排程, schedule, workflow, DAG
Complete reference for all 46 PubMed Search MCP tools. Triggers: 工具列表, all tools, 完整功能, tool reference, 有哪些工具
Agent-guided PICO clinical question search using parse_pico handoff and unified_search. Triggers: PICO, 臨床問題, A比B好嗎, treatment comparison, clinical question, 療效比較
Auto-update CHANGELOG.md following Keep a Changelog format. Triggers: CL, changelog, 變更, 版本, version, 更新日誌, whatsnew.
Proactively detect and execute code refactoring to maintain DDD architecture and code quality. Triggers: RF, refactor, 重構, 拆分, split, 模組化, modularize, 太長, cleanup.
| name | pubmed-search-mcp-harness |
| description | Codex harness for PubMed Search MCP. Triggers: pubmed search, literature search, unified_search, pipeline, fulltext, release checklist, Codex. |
Use this skill when working with Codex on PubMed Search MCP research workflows, pipeline state, fulltext access, exports, and release checks.
AGENTS.md for Codex workspace instructions..github/agents/research.agent.md for research-agent behavior..github/hooks/ and scripts/hooks/copilot/ for pipeline enforcement assets..claude/skills/pubmed-* and .claude/skills/pipeline-persistence for user-facing workflows..clinerules/ for project/release rules that also apply to Codex.uv run ruff check .uv run ruff format --check .uv run mypy src/ tests/uv run pytestuv run python scripts/count_mcp_tools.py --update-docspython scripts/check_cline_skills.pyunified_search as the primary multi-source entrypoint.pubmed_search.api facade over MCP presentation modules.