Paper Style Review

This package largely implements what it says (parsing .docx, deriving a style profile from user-supplied refs, running format/logic/style checks, and writing Word comments), but there are important mismatches and operational details to check before use: - The manifest lists no required env vars, but the README and code expect an LLM API key (examples: PAPER_STYLE_REVIEW_LLM_API_KEY or OPENAI_API_KEY and an API base). Expect the scripts to call an external LLM endpoint; do not run with your primary org key unless you are comfortable with that provider and network traffic. Consider creating a dedicated, rate-limited API key. - The code will read/write local .docx files you point it at. However, helper code contains heuristics (e.g., looking for run-summary.json or a file named '论文修改版.docx' in parent directories) that could read files outside the explicit inputs/outputs. Run the pipeline from a controlled working directory and inspect infer_target_path and related functions if you want to be certain which files will be accessed. - There is no remote installer, but you must install Python dependencies (openai, python-docx, lxml, PyMuPDF, etc.). Review requirements and run in a virtualenv or container. - Before installing or running: inspect llm_client.py to confirm which endpoints are called, and confirm no unexpected external endpoints beyond your chosen LLM provider. If you need stronger guarantees, sandbox execution (isolated VM/container) and use of a dedicated API key are recommended. - If the publisher updates the registry metadata to explicitly declare required env vars and documents the path-inference behavior, that would reduce ambiguity. If you can obtain such clarifications (or a signed manifest that includes the expected env vars), the assessment could be upgraded. In short: functionality matches purpose, but metadata/documentation mismatches and workspace path heuristics are reasons to treat this skill with caution and to run it in an isolated environment with dedicated API credentials.