jb-finai-adapter

name	jb-finai-adapter
description	Use for JB금융그룹 Fin:AI 본선/예선 work or similar financial AI Agent competitions. Aligns a financial AI Agent MVP, proposal, feature specification, demo flow, change log, and risk controls to judging criteria.
argument-hint	[project-or-submission]

JB Fin:AI Adapter

Use when

• Preparing JB Fin:AI documents
• Need map MVP to five judging categories
• Need ensure AI Agent 판단/행동/검증-개선
• Need feature change history

Do not use when

• Non-financial project with no competition context, unless user asks for adapter pattern

Inputs to inspect

• All harness docs
• Official judging criteria from user/project
• MVP/demo state

Files to create or update

• Judging alignment section in PRD/handoff
• Updates to docs/08_feature-spec.md, docs/09_flow.md, docs/10_eval-plan.md, docs/11_change-log.md
• Optional docs/jb-finai-scorecard.md

Operating sequence

1. Map project to five 20-point criteria.
2. Verify required proposal sections.
3. Verify feature specification sections.
4. Verify AI Agent common requirements: judgment/action/verification-improvement.
5. Check demo can run locally on own hardware.
6. Check change history for post-prelim changes.
7. Check risks: privacy/security/copyright/hallucination/explainability/responsibility.
8. Produce a scorecard and prioritized fixes.

JB Fin:AI Scorecard

| Criterion | Evidence in MVP/docs | Gap | Fix | Priority |
|---|---|---|---|---|
| 1. 주제적합성 및 문제정의 | | | | |
| 2. 금융업무·사업 연계성 및 고객가치 | | | | |
| 3. AI Agent 설계 및 기술적 구현 가능성 | | | | |
| 4. MVP 완성도 및 검증 가능성 | | | | |
| 5. 혁신성·확장성 및 운영 리스크 관리 | | | | |

Required Agent Proof

For each core feature, show:

• 판단: what state/risk/priority is derived,
• 행동: what next action is selected,
• 검증/개선: what check/retry/stop condition exists.

Quality gates

• Every judging criterion has concrete evidence.
• Required deliverable sections are present.
• Feature changes after baseline are recorded.

Stop conditions

Stop and route backward when prerequisite artifacts are missing, when the requested action would erase user work, or when a high-risk workflow lacks evidence, approval, audit, or fail-closed handling.

Example invocation

/harness-engineering:jb-finai-adapter

Apply this skill to the current repository. Inspect existing artifacts first, update only what is necessary, and report files changed, decisions, assumptions, validation, risks, and next skill.

Shared completion and integrity

End with the completion report in ../../references/common-completion-report.md and follow ../../references/common-integrity-rules.md.