pyskills git:20260722.aee9522A

Immutable. This exact content is served forever at /api/v1/blob/8bc2e001f544e754.

---
name: pyskills
description: TRIGGER — read before completing ANY non-trivial task: working with files or notebooks, searching or editing code, accessing the internet in any way, finding docs, writing prose for external readers, git or GitHub work, debugging, data transforms, browser automation, or anything else a tool could exist for. The tooling catalog lives in the kernel, not in this skill list.
---

# Pyskills

Run `list_pyskills()` in clikernel (after the persistent-python bootstrap). It returns the tooling catalog: one row per pyskill, each description saying when it applies. Map your task to rows, read `doc(<module>)` for each candidate before first use, and prefer a matching pyskill over ad hoc code or shell commands. If unsure whether a pyskill helps, load its docs and check.