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Core orchestration guidelines and MCP interactions for the src/ library.
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Based on SOC occupation classification
Core inference logic, prompt construction, and RDF/Nanopublication serialization.
Literature meta-analysis exemplar โ multi-engine retrieval, dedup, full-text, bibliometrics, embeddings, optional knowledge graph. Default term: modafinil.
Orchestration for bibliometrics, topological network analysis, and hypothesis scoring.
Operations for federated API querying across OpenAlex, Semantic Scholar, and arXiv.
Tooling for injecting JSON/CSV statistics into Markdown evaluation templates.
Orchestrates matplotlib and seaborn pipelines for rendering figures.
| name | Meta-Analysis Source API |
| description | Core orchestration guidelines and MCP interactions for the src/ library. |
You are interfacing with the src/ directory of the literature meta-analysis project. This directory contains 45+ public APIs spread across 6 submodules.
When operating within this workspace, adhere to the following interaction protocols:
pytest-httpserver or local data objects. Do not use mocker.patch or MagicMock.scripts/, or by running uv run pytest in the tests/ directory. Do not write temporary execution blocks inside src/.manuscript/config.yaml using your file reading tools to understand runtime constraints.scripts/. It belongs here.seed=42) to guarantee deterministic analysis.python3 -m infrastructure.validation.cli markdown to verify nothing was broken.Refer to the specific SKILL.md in each subdirectory for granular file-level guidance.