🎨 Palette: No UX changes applicable (Pure R Backend)

[seonghobae]

본 프로젝트는 순수 R 백엔드 패키지이므로, 프론트엔드 UI 컴포넌트가 존재하지 않아 사용자 인터페이스 개선을 적용할 대상이 없음을 확인했습니다. 지침에 따라 palette.md 저널에 크리티컬 러닝을 기록하고 작업을 종료합니다.

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PR created automatically by Jules for task 6998674008967090696 started by @seonghobae

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[opencode-agent]

OpenCode Review Overview

• Head SHA: b4f13ed51a677ed77d73074e2e68497e760a6603
• Workflow run: 29275984933
• Workflow attempt: 1
• Gate result: APPROVE (exit 0)

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file: palette.md"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file: palette.md"]
  R1 --> V1["required checks"]

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[opencode-agent]

Pull request overview

OpenCode reviewed the current-head bounded evidence and found no blocking issues.

Findings

No blocking findings.

Summary

Approval sufficiency: bounded evidence supplied affirmative approval evidence for changed files, coverage/docstring posture, risk surfaces, and current-head verification; approval is not based merely on the absence of known blockers.
Verification posture: CodeGraph evidence was initialized and bounded current-head evidence reviewed for changed-file evidence including .Jules/palette.md.
Linter/static: workflow/static review evidence is bounded by the current-head GitHub Checks gate and changed-file evidence.
TDD/regression: coverage execution evidence and focused changed hunks were reviewed from bounded-review-evidence.md.
Coverage: coverage execution evidence reports test coverage as not applicable because no supported changed source files or package manifests were found.
Docstring coverage: coverage execution evidence reports docstring coverage as not applicable because no supported changed source files or package manifests were found.
DAG: CodeGraph/source-backed behavior map connects .Jules/palette.md to the affected review, runtime, or workflow path and required checks.
PoC/execution: coverage-evidence job executed on the current head and reported PASS.
DDD/domain: workflow and repository-governance invariants were reviewed against changed files in bounded evidence.
CDD/context: CodeGraph evidence, changed-file history, and focused hunks were reviewed from bounded-review-evidence.md.
Similar issues: changed-file history evidence was reviewed for comparable local precedents.
Claim/concept check: bounded evidence, repository source, current-head workflow evidence, and, where numeric, scientific, statistical, or literature-backed claims are affected, original-paper/formula evidence and parameter-recovery expectations were used for claims.
Standards search: standards and external-source checks are delegated to configured OpenCode web_search/Context7/DeepWiki sources when applicable; no evidence-backed standards blocker is present in bounded evidence.
Compatibility/convention: changed workflow/script conventions, object naming, and reserved-word safety for schema/API/config/code surfaces were checked in bounded evidence.
Breaking-change/backcompat: deployment evidence and changed-file history were checked for backward-compatibility risk.
Performance: changed surfaces were checked for performance risk in bounded evidence.
Developer experience: changed automation, review, test, setup, and maintenance surfaces were checked for helpful or obstructive DX impact in bounded evidence.
User experience: connected user, operator, API, CLI, documentation, review-comment, status-check, rendering, and workflow-reader behavior was checked for contradictions against code, docs, and tests in bounded evidence.
Visual/DOM: deterministic repair does not infer browser runtime execution; source-backed DOM/UI evidence and trusted workflow receipts were reviewed when present, and non-web surfaces used API/CLI/log/docs/workflow evidence instead.
Accessibility/i18n: accessibility, localization, and human-readable text surfaces were checked where UI, CLI, API message, docs, logs, or review text changed.
Supply-chain/license: dependency, package, model, container, and external-tool changes were checked in bounded evidence.
Packaging: package, build, test, lint, and security contracts were checked in bounded evidence.
Security/privacy: workflow-token, review-gate, and repository-automation security/privacy boundaries were checked in bounded evidence.

Adversarial validation

{"status":"passed","probes":[{"path":".Jules/palette.md","line":1,"hypothesis":"Content is inaccurate or malicious.","attack_or_counterexample":"Inspect content for accuracy and safety.","evidence":"Content is accurate and benign.","outcome":"falsified"},{"path":".Jules/palette.md","line":1,"hypothesis":"Unintended changes or side effects exist.","attack_or_counterexample":"Verify no other changes in the PR.","evidence":"No other changes detected.","outcome":"falsified"}],"residual_risk":"None (documentation-only change)."}

• Result: APPROVE
• Reason: Documentation-only change with no functional impact.
• Head SHA: b4f13ed51a677ed77d73074e2e68497e760a6603
• Workflow run: 29275984933
• Workflow attempt: 1