Align Python version and repo-declared dependencies (requirements.txt / environment.yml) before installing packages for NLP research code reproduction.
npxskills add benchflow-ai/skillsbench--skill nlp-research-repo-package-installmentLoading…
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.
environment.yml / environment.yaml (often pins Python + channels + non-pip deps)requirements.txt (pip deps)environment.yml as the base, requirements.txt as supplemental unless README says otherwise/root/python_int.txt containing:python -VV (required; Python version is often the root cause)python -m pip --versionpython -m pip freezeIf 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.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).