srfinch17

Use whenever reporting news, results, callbacks, recruiter or employer responses, application outcomes, or fit assessments to the user…

Write and debug CadQuery/OpenCASCADE parametric CAD models in Python.

Use when correctness is a human's opinion rather than something a test can decide - visual or generative output, tone, taste, UX feel…

Use when a TRIPWIRE block message appears after a destructive command, when wiring the deletion guard on a new machine, or before any bulk…

Build or upgrade Feynman-style HTML study/teaching pages for the maintainer's job-search & AI-native learning workspace, matching the dark…

Design legible expressions and custom animations for the ESP32-S3 8x8 LED matrix (Claude's expression channel, matrix_express /…

Use when explaining code, syntax, an unfamiliar tool, concept, process, or any area the user is newer to, and whenever the user signals…

Use when an operation can fail while still returning valid-looking output - CAD/geometry booleans, image and mesh pipelines, renderers…

Use when a teaching or study artifact (HTML page, study pack, explainer, interview-prep doc) must hold up under live questioning, when a…

Use when building anything whose success is judged by eye rather than by tests - generative or procedural visual output, UI look and feel…

Use when collaborating with a human over many sessions and unstated assumptions could silently compound into expensive misunderstandings…

Use when hardening a plan, spec, design, resume, or codebase before an expensive or hard-to-reverse commitment, or when asked to "red team…