BPCQF/.github/skills/minimalist-surgical-development/SKILL.md
Use when editing an existing codebase and the goal is minimal, standard, and non-invasive changes - prioritizes simplest solution, standard libraries first, and surgical modification without unsolicited refactors
npx skillsauth add adityanshinde/bug-prediction-and-code-quality minimalist-surgical-developmentInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Code like Kent Beck. This skill keeps changes small and conventional: solve the stated problem with the least code and the least disruption to existing structure.
data-ai
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
development
Use when providing exact commands, flags, config keys, file paths, API details, standards, or version-specific behavior - enforces verification via official docs (Context7/web fetch), explicit citations, and bans assumption-based specifics
tools
Use when considering switching libraries/tools, changing architecture, or replacing automation with manual workarounds - explains root cause, offers 2-3 options with trade-offs, and requests explicit user choice
testing
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior