integrate

name	integrate
description	Integrate provided sample code/snippets into the existing system with minimal changes and minimal risk. Use when the user gives a code mẫu and wants to merge it into current project. Triggers: integrate, merge snippet, gộp code mẫu, ghép code, áp code mẫu vào hệ thống.
encoding	UTF-8
agents	["backend-specialist","frontend-specialist","debugger"]
related-skills	["plan","test","debug","enhance"]

Memory Protocol

START: Read .ai-memory.md from project root. Focus on: entry points, key directories, conventions, and any integration decisions already logged. END: Update .ai-memory.md using Memory Compaction Rules with: integration points, files touched, behavior changes (if any), and verification notes.

Goal

Merge the requested sample code into the current codebase without broad refactors, keeping behavior stable and avoiding changes to unrelated files.

Socratic Gate (ask if missing)

Before editing, verify these inputs exist. If any is missing or ambiguous, ASK:

1. The sample code to integrate (full snippet + expected behavior).
2. The target location in this project (file/module/feature area).
3. Constraints: must keep API stable? must keep UI stable? backward compatible?

• Clean code chuẩn (Standard clean code applied)
• Cập nhật đầy đủ tất cả các file liên quan (All related files fully updated)

Rules (Blast-radius control)

• Touch the smallest possible set of files.
• Do not reformat or restructure unrelated code.
• Prefer adapters/wrappers over rewriting existing modules.
• If the integration requires changing shared interfaces, introduce compatibility shims (or feature flag) instead of breaking changes.
• If uncertain about side effects, stop and ask rather than guessing.

Workflow

1. Read Memory — Load .ai-memory.md for architecture + conventions.
2. Locate Integration Point — Identify the narrowest place to hook in (entry, router, service, component, util).
3. Diff the Concepts — Map sample code concepts → existing abstractions (types, services, routes, state).
4. Design Minimal Bridge:
   • Prefer adding a thin adapter layer rather than changing existing call sites.
   • Prefer dependency injection/config wiring over global edits.
5. Implement in Small Steps:
   • Add new file(s) when that reduces risk (e.g., adapter/, integrations/).
   • Modify existing files only where the integration connects.
6. Verification:
   • Run/adjust existing tests if present; otherwise add a minimal smoke test when feasible.
   • Ensure no unrelated behavior changes.
7. Quality Gate — Read .kiro/skills/_scripts/checklist.md.
8. Update Memory — Log only high-signal bullets (integration point, key decision, files touched, outcome).

Output Format

• Integration target (what feature/module)
• Files touched (added/modified)
• Minimal change strategy (1–3 bullets)
• Verification performed (commands/tests)
• Risks / follow-ups (if any)

Encoding

All code snippets and example files referenced or produced by this skill must be UTF-8 encoded. When applicable, include encoding: "UTF-8" in SKILL.md front-matter and ensure saved files use UTF-8 (no BOM).