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Rewrite prose to sound natural in Chinese and English. Cuts stiff, formulaic phrasing. Preserves meaning while improving flow.
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Basado en la clasificación ocupacional SOC
Turn ambiguous requirements into structured spec documents. Surface assumptions → interview → spec → human review → execute in fresh session. Spec is a contract, not a suggestion.
Pre-merge review. Reviews the diff, auto-fixes safe issues, flags destructive commands, runs verification. Evidence before assertions.
Execute an implementation plan with verification at every step. Tests first, then code. Stop on failures — never stack problems.
Systematic debugging. Reproduce → isolate → root cause → fix → verify. Root cause confirmed before any fix is applied. Never treat symptoms.
Build frontend interfaces with a committed aesthetic direction. Screenshot-based self-verification loop. Not generic defaults.
Read-only codebase exploration. Maps structure, patterns, and boundaries before any code is written. Use subagents to isolate context.
| name | write |
| description | Rewrite prose to sound natural in Chinese and English. Cuts stiff, formulaic phrasing. Preserves meaning while improving flow. |
Edit text to sound like a human wrote it. Remove stiffness, jargon, and formulaic patterns.
