How do I install the Vkc Visa Assessment Engine skill?

Run npx skillmds@latest add majiayu000/vkc-visa-assessment-engine-2 in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Vkc Visa Assessment Engine safe to use?

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Which AI agents work with Vkc Visa Assessment Engine?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Vkc Visa Assessment Engine free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Vkc Visa Assessment Engine?

majiayu000 (@majiayu000) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Vkc Visa Assessment Engine by majiayu000

Name: Vkc Visa Assessment Engine
Rating: 4.666666666666667 (3 reviews)
Author: majiayu000

Vkc Visa Assessment Engine

Design and implement the Viet K-Connect visa assessment engine (DB-driven ruleset JSON schema + versioning + effective dates). No hardcoded rules in code. Use for building /api/visa/assess and admin ruleset management. (키워드= 비자 평가, 룰셋, 규칙 엔진, DB-driven, 버전/적용일, /api/visa/assess)

majiayu000 Updated Sep 22, 2026 567 repo stars

File contents

VKC Visa Assessment Engine (P1)

Goal

Provide “비자변경 가능성(%)” outputs at scale (cover target-customer visas) while keeping maintenance data-driven:

rules/weights live in DB (versioned + effective dates)
code is a stable evaluator + storage + admin activation workflow

Non‑negotiable

No hardcoding rules in TypeScript. Rules belong to DB rows as JSON.

Core data model (minimum)

visa_catalog: visa codes / labels / categories
visa_transition_rules: fromVisa→toVisa ruleset JSON + version + effectiveFrom + status(pending|active)
visa_assessment_models: score→percent mapping / weights JSON + version + status
visa_assessments: user assessment history (probabilityPercent, grade, missing, risks, createdAt)

Required interfaces

Ruleset JSON schema (validate before activation)
- .codex/skills/vkc-visa-assessment-engine/references/ruleset-schema.json
API response schema (persist + return)
- .codex/skills/vkc-visa-assessment-engine/references/response-schema.json

API + admin workflow (recommended)

User:
- POST /api/visa/assess (auth + 1/day + save visa_assessments)
Admin:
- Manage visa_catalog
- Create/update visa_transition_rules (pending)
- Activate a ruleset version (switch to active)
- Manage visa_assessment_models version and activation

STEP3 visa registry (SoT)

“전체 커버” visa code registry lives in: docs/STEP3_SOT_RESOURCES.md
Implementation rule: registry is complete first → rulesets are filled in iteratively (v1→vN)

---name: vkc-visa-assessment-engine-2description: Design and implement the Viet K-Connect visa assessment engine (DB-driven ruleset JSON schema + versioning + effective dates). No hardcoded rules in code. Use for building /api/visa/assess and admin ruleset management. (키워드= 비자 평가, 룰셋, 규칙 엔진, DB-driven, 버전/적용일, /api/visa/assess)---# VKC Visa Assessment Engine (P1)## GoalProvide “비자변경 가능성(%)” outputs at scale (cover target-customer visas) while keeping maintenance **data-driven**:- rules/weights live in DB (versioned + effective dates)- code is a stable evaluator + storage + admin activation workflow## Non‑negotiable- **No hardcoding rules** in TypeScript. Rules belong to DB rows as JSON.## Core data model (minimum)- `visa_catalog`: visa codes / labels / categories- `visa_transition_rules`: `fromVisa`→`toVisa` ruleset JSON + `version` + `effectiveFrom` + `status(pending|active)`- `visa_assessment_models`: score→percent mapping / weights JSON + version + status- `visa_assessments`: user assessment history (`probabilityPercent`, `grade`, `missing`, `risks`, `createdAt`)## Required interfaces- Ruleset JSON schema (validate before activation) - `.codex/skills/vkc-visa-assessment-engine/references/ruleset-schema.json`- API response schema (persist + return) - `.codex/skills/vkc-visa-assessment-engine/references/response-schema.json`## API + admin workflow (recommended)- User: - `POST /api/visa/assess` (auth + 1/day + save `visa_assessments`)- Admin: - Manage `visa_catalog` - Create/update `visa_transition_rules` (pending) - Activate a ruleset version (switch to active) - Manage `visa_assessment_models` version and activation## STEP3 visa registry (SoT)- “전체 커버” visa code registry lives in: `docs/STEP3_SOT_RESOURCES.md`- Implementation rule: registry is complete first → rulesets are filled in iteratively (v1→vN)

Frequently asked questions