Applies cross-language defaults for scientific/engineering work, documentation discipline, non-lazy execution, and effective use of rules, skills, and documentation tools.
Installation
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Applies cross-language defaults for scientific/engineering work, documentation discipline, non-lazy execution, and effective use of rules, skills, and documentation tools.
When this skill applies:
Keep diffs minimal and aligned with the stated specification; extend or reuse existing abstractions before introducing new ones.
Produce complete code paths rather than templates or ellipses; finish the requested slice end-to-end when the user asks for an implementation.
Document public library surfaces with prescriptive contracts (parameters, results, errors, stability or units when relevant). Keep private helpers thinly documented.
Add or refine module-level intent so each library area states scope, non-goals, and invariants.
Use available agent skills, project rules, and MCP documentation retrieval for unfamiliar APIs instead of guessing.
On tool or command failure, troubleshoot and retry sensibly rather than stopping at the first error without analysis.
Avoid emoji in technical artifacts unless the user explicitly requests them.
Avoid unsolicited markdown documentation; prefer code and tests as the source of truth.
