When creating a README for a Python package. When preparing a package for PyPI publication. When README renders incorrectly on PyPI. When choosing between README.md and README.rst. When running twine check and seeing rendering errors. When configuring readme field in pyproject.toml.
Building and packaging applications with Flox. Use for manifest builds, Nix expression builds, sandbox modes, multi-stage builds, and packaging assets.
Check dependencies for known security vulnerabilities and outdated versions. Use when auditing third-party libraries. Trigger with 'check dependencies', 'scan for vulnerabilities', or 'audit packages'.
Configure package.json exports and understand import resolution in the Orient monorepo. Use when confused about dist vs source imports, configuring package exports, fixing module resolution errors, or creating barrel files. Covers exports field patterns, development vs production resolution, and re-export strategies.
This skill should be used when working with Python projects that use uv for package and project management. Use this skill for running Python scripts and CLI tools with `uv run`, managing dependencies, creating projects, handling virtual environments, and executing commands within isolated project environments. Essential for projects with pyproject.toml files.
Update liboqs native library version. Use when checking for updates, upgrading liboqs, bumping version, or updating native dependencies.
Prepare a new release by updating CHANGELOG.md with changes since the last tag and bumping version numbers in pyproject.toml and ui/package.json
Use when publishing npm packages - covers package.json configuration, versioning, and provenance
Use for publishing user packages to flox for use in Flox environments. Use for package distribution and sharing of builds defined in a flox environment.
Expert in uv, the ultra-fast Python package manager and project tool. Use when setting up Python projects, managing dependencies, creating virtual environments, installing Python versions, working with lockfiles, migrating from pip/poetry/pip-tools, or optimizing Python workflows with uv's blazing-fast performance.
Execute workflow agents iteratively for refinement and progressive improvement. Use when tasks require repetitive refinement, multi-iteration improvements, progressive optimization, or feedback loops until quality criteria are met.
Guide for using IO utilities in speedy_utils, including fast JSONL reading, multi-format loading, and file serialization.
Use when the user explicitly requests repeated execution until completion (phrases like "loop until done", "keep iterating", "repeat until fixed"), typically for bug fixes or feature work.
Interact with MicroPython boards via mpy-repl-tool to push files, execute code, and test MicroPython scripts. Use when working with MicroPython development, testing board functionality, or evaluating MicroPython code on hardware.
Guide for writing production-quality bash scripts following modern idiomatic practices. Enforces set -euo pipefail, [[ ]] conditionals, ${var} syntax, ShellCheck compliance. Triggers on "bash script", "shell script", ".sh file", "write a script", "automation script", "bash function", "shellcheck", "bash template", "pre-commit hook", "deploy script", "build script", "install script", "setup script", "bash error handling", "bash arrays", "bash loop", "bash conditional", "parse arguments", "getopts", "bash logging", "#!/bin/bash", "source script", "dot script", "shell function", "edit script", "update script", "modify script", "change script", "edit .sh", "update .sh", "modify .sh", "statusline.sh", "hook script". PROACTIVE: MUST invoke BEFORE editing/writing ANY .sh file or pre-commit hook.
Operating System file manipulation capabilities (list, bulk create, bulk move, regex move).
Process bulk API requests efficiently with batching, throttling, and parallel execution. Use when processing bulk API operations efficiently. Trigger with phrases like "process bulk requests", "batch API calls", or "handle batch operations".
Execute multiple independent tasks simultaneously using parallel agent coordination to maximize throughput and minimize execution time. Use when tasks have no dependencies, results can be aggregated, and agents are available for concurrent work.
Concurrency with Effect.all, forEach concurrency, Fiber lifecycle, race and timeouts. Use for parallelizing tasks safely.
Detect and fix PowerShell script encoding issues that cause Korean and other non-ASCII characters to display incorrectly on Windows. Use when (1) PowerShell scripts display garbled Korean/non-ASCII text, (2) creating new .ps1 files with non-ASCII content, (3) validating encoding before committing PowerShell scripts, or (4) troubleshooting character display issues in PowerShell output.
