Generates Meta-Analysis research titles based on user keywords, utilizing PubMed search results if available, or creative generation otherwise. Use when the user wants to brainstorm or generate titles for a meta-analysis, specifically starting from keywords or a topic.
name meta-title-generator description Generates Meta-Analysis research titles based on user keywords, utilizing PubMed search results if available, or creative generation otherwise. Use when the user wants to brainstorm or generate titles for a meta-analysis, specifically starting from keywords or a topic. license MIT author aipoch source aipoch source_url https://github.com/aipoch/medical-research-skills Source : https://github.com/aipoch/medical-research-skills Meta-Analysis Title Generator When to Use Use this skill when you need generates meta-analysis research titles based on user keywords, utilizing pubmed search results if available, or creative generation otherwise. use when the user wants to brainstorm or generate titles for a meta-analysis, specifically starting from keywords or a topic in a reproducible workflow. Use this skill when a data analytics task needs a packaged method instead of ad-hoc freeform output. Use this skill when the user expects a concrete deliverable, validation step, or file-based result. Use this skill when scripts/search_pubmed.py is the most direct path to complete the request. Use this skill when you need the meta-title-generator package behavior rather than a generic answer. Key Features Scope-focused workflow aligned to: Generates Meta-Analysis research titles based on user keywords, utilizing PubMed search results if available, or creative generation otherwise. Use when the user wants to brainstorm or generate titles for a meta-analysis, specifically starting from keywords or a topic. Packaged executable path(s): scripts/search_pubmed.py . Reference material available in references/ for task-specific guidance. Structured execution path designed to keep outputs consistent and reviewable. Dependencies Python : 3.10+ . Repository baseline for current packaged skills. Third-party packages : not explicitly version-pinned in this skill package . Add pinned versions if this skill needs stricter environment control. Example Usage See
above for related details. cd "20260316/scientific-skills/Data Analytics/meta-title-generator" python -m py_compile scripts/search_pubmed.py python scripts/search_pubmed.py -- help Example run plan: Confirm the user input, output path, and any required config values. Edit the in-file CONFIG block or documented parameters if the script uses fixed settings. Run python scripts/search_pubmed.py with the validated inputs. Review the generated output and return the final artifact with any assumptions called out. Implementation Details Execution model: validate the request, choose the packaged workflow, and produce a bounded deliverable. Input controls: confirm the source files, scope limits, output format, and acceptance criteria before running any script. Primary implementation surface: scripts/search_pubmed.py . Reference guidance: references/ contains supporting rules, prompts, or checklists. Parameters to clarify first: input path, output path, scope filters, thresholds, and any domain-specific constraints. Output discipline: keep results reproducible, identify assumptions explicitly, and avoid undocumented side effects. Description This skill generates research titles for Meta-Analysis studies. It takes user-provided keywords, searches PubMed to find relevant literature, and proposes titles based on the findings. If no literature is found, it creatively generates titles based on the keywords. It outputs 5 titles in both English and Chinese. Usage