Redact text from PDF documents for blind review anonymization
The English summary is being prepared. Showing the original description.
agentscope-ai/PawBench121Updated Aug 3, 2026
FreePublished on GitHub
nlp-research-repo-package-installment
Align Python version and repo-declared dependencies (requirements.txt / environment.yml) before installing packages for NLP research code reproduction.
The English summary is being prepared. Showing the original description.
Run score Not tested
See how to installFiles included (1)
- SKILL.md2.0 KB
SKILL.md (original)
Review the instructions the agent will receive before you install.
NLP Research Repo Package Installment
When reproducing an NLP research repo, always align the environment to the repo’s declared dependencies first. Most failures come from Python version mismatch or installing packages without following requirements.txt / environment.yml.
What to do (must run before any install)
- Read the repo dependency files
- Prefer
environment.yml/environment.yaml(often pins Python + channels + non-pip deps) - Otherwise use
requirements.txt(pip deps) - If both exist, treat
environment.ymlas the base,requirements.txtas supplemental unless README says otherwise
- Log the current environment (Python version is critical)
Write/root/python_int.txtcontaining:
python -VV(required; Python version is often the root cause)python -m pip --versionpython -m pip freeze
- Compare & decide
-
If the repo expects a specific Python major/minor and the current Python does not match, it’s usually best to set up a matching environment before installing dependencies. Example: set up a fresh Python 3.11 environment (Docker / Ubuntu) with uv # Install uv apt-get update apt-get install -y --no-install-recommends curl ca-certificates rm -rf /var/lib/apt/lists/* curl -LsSf https://astral.sh/uv/0.9.7/install.sh | sh export PATH="/root/.local/bin:$PATH"
# Install Python + create a venv uv python install 3.11.8 uv venv --python 3.11.8 /opt/py311 # Use the new Python for installs/runs /opt/py311/bin/python -VV /opt/py311/bin/python -m pip install -U pip setuptools wheel -
Prefer installing from the repo’s dependency files (avoid random upgrades), then run a quick import/smoke test.
Reviews
No reviews yet. Tell others what you thought.
Comments
No login needed. Share how it worked for you, ask a question, or note where it did not run.
No comments yet. Be the first to write one.
More skills from this repository
csv-processing
FreeUse this skill when reading sensor data from CSV files, writing simulation results to CSV, processing time-series data with pandas, or handling missing values in datasets.
The English summary is being prepared. Showing the original description.
agentscope-ai/PawBench121Updated Aug 3, 2026
dc-power-flow
FreeDC power flow analysis for power systems. Use when computing power flows using DC approximation, building susceptance matrices, calculating line flows and loading percentages, or performing sensitivity analysis on transmission networks.
The English summary is being prepared. Showing the original description.
agentscope-ai/PawBench121Updated Aug 3, 2026
dialogue-graph
FreeA library for building, validating, visualizing, and serializing dialogue graphs. Use this when parsing scripts or creating branching narrative structures.
The English summary is being prepared. Showing the original description.
agentscope-ai/PawBench121Updated Aug 3, 2026
docx
FreeUse this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of "Word doc", "word document", ".docx", or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a "report", "memo", "letter", "template", or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
The English summary is being prepared. Showing the original description.
agentscope-ai/PawBench121Updated Aug 3, 2026
Generator economic dispatch and cost optimization for power systems. Use when minimizing generation costs, computing optimal generator setpoints, calculating operating margins, or working with generator cost functions.
The English summary is being prepared. Showing the original description.
agentscope-ai/PawBench121Updated Aug 3, 2026