Charm Python Find Bugs

Find bugs in Canonical Charm Tech Python repositories (operator/ops, charmlibs, jubilant, pytest-jubilant, operator-libs-linux, and other Python charm code). Use when asked to "find bugs", "audit code", "review for bugs", "check for issues", or review Python code in any Juju charm framework repository. Specialized for charm ecosystem bug patterns including data mutability, falsy value confusion, relation data, secrets, Pebble containers, testing-production divergence, and snap/Juju CLI interactions. Built from analysis of 344 historical bug fixes across 8 Python repos.

tonyandrewmeyer 9e45d1b 4 files · 35.7 KB Updated

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tonyandrewmeyer/charming-with-claude/tree/main/experiments/2026-03-13-code-review-skills-our-data/charm-tech-analysis/.claude/skills/charm-python-find-bugs commit 9e45d1b82d

Frequently asked questions

npx skillmds add tonyandrewmeyer/charm-python-find-bugs