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build-sub-feature

Implement a sub-feature — a new capability added INTO a live, existing feature — to a world-class bar. Use whenever the user asks to add, extend, or wire a capability into something that already exists: 'add X to Y', 'extend Y to support X', 'build a new option / button / setting / endpoint / tool for Y', or hands over a sub-feature spec to implement. Runs a fast interview first (basics before code; the user can walk away during exploration), then builds to non-negotiable acceptance criteria: reuse canonical code instead of forking variants, bring the whole stack along (a needed backend contract is part of the work, not a follow-up ticket), propagate shared logic to every surface (web, desktop, Chrome extension, mobile, admin), annihilate anything replaced (no shims, fallbacks, or dead code), and emulate the best systems that already solve this. NOT for whole-feature audits or overhauls (use feature-deep-dive), greenfield standalone features, pure bug fixes, or trivial copy/style tweaks.

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Source facts

Repository
armanisadeghi/ai-matrx
Last source activity
August 23, 2026 at 08:15
Detected SKILL.md language
English
Stars
3
Forks
1

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