Conversation
* feat(data-pipeline): add Instagram entity enrichment Adds a quota-aware Instagram account enrichment pipeline that keeps runtime state in assets while writing reviewed entity catalog data to operation. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(data-pipeline): retry stale entity enrichment steps Co-authored-by: Cursor <cursoragent@cursor.com> * style(data-pipeline): format enrichment admin routes Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
…#542) * docs: ADR + architecture → vault stub 전환 (refs #518) 본문이 decoded-docs vault Architecture/ 로 이미 마이그레이션(M2) 완료된 상태. monorepo 원본은 vault redirect stub만 남김 — sync-policy.md 의 "MOVED" 룰 대로 vault 가 SoT, monorepo 원본은 stub. 변경 파일 (6): - docs/adr/ADR-0001-ai-dev-boilerplate.md - docs/adr/ADR-0002-llm-wiki-foundation.md - docs/architecture/README.md - docs/architecture/assets-project.md - docs/architecture/data-pipeline.md - docs/architecture/state-management.md 각 파일은 vault GitHub 링크 + Obsidian path + sync-policy 참조만 보유. 검증: vault 본문은 monorepo 본문에 frontmatter(date/tags/source/migrated_on) 만 추가된 형태로 정보 손실 없음. CLAUDE.md / docs/agent/ 의 architecture·adr 링크는 stub 을 거쳐 vault 로 redirect 되는 구조이므로 깨지지 않음. CLAUDE.md 직링크 교체는 Step 5(라우팅 업데이트)에서 처리. * docs: Step 2 — 미분류 문서 매핑 (refs #518) decoded-docs vault 마이그레이션 Step 2 산출물. docs/ + .planning/codebase/ 전체 파일을 transition-design.md §분류 원칙(5가지 판단 기준)에 따라 🟢 MONOREPO / 🔵 VAULT / ⚪ STUB / 🟡 ARCHIVE 로 분류. 핵심 결정: - wiki/ 전체 MONOREPO 유지 — tools/wiki/lib/config.ts 의 INDEX_PATH + INGEST_TOPICS 하드코딩, CLAUDE.md SSOT import 의존성 (spec과 충돌, Step 5 PR에서 spec 정정 예정) - .planning/codebase/ STUB 패턴 — CLAUDE.md L19/L25/L87-93 8건 직접 링크. Step 1 (ADR/architecture) 와 동일 패턴 적용 - qa-screenshots/ MONOREPO — visual-qa.spec.ts:41 테스트 출력 경로 집계: 🟢 65% / 🔵 28% / ⚪ 11% / 🟡 2%, 🔴 REVIEW 0건 (전부 확정). 다음: 팀 리뷰 → Step 3 (vault 복사 + stub 생성) * docs: Step 2 매핑 재점검 — Q3 B + Q4 E 반영 (refs #518) grill-docs 재점검 (2026-05-21, Q1~Q5) 결과 Step 2 매핑 정정: - Section A: post-centric, home-sections-feasibility → 🟢 MONOREPO 정정 - Section I: plans/specs/briefs 전체 🟢 MONOREPO 잔류 (Q4 E, 5-criteria 4/5 monorepo) - Section K: research/incidents/handoffs 전체 🟢 MONOREPO 잔류 - Section N: `.planning/codebase/*` STUB 패턴 폐기 → 🟢 MONOREPO 잔류 (Q3 B) · 갱신 책임 모호 + outdated 스냅샷이 vault "팀 지식"으로 위장하는 비용 회피 · CLAUDE.md L19/L25/L87-L93 직접 링크 변경 없음 집계 재계산: - 🟢 MONOREPO ~145 / ⚪ STUB 6 (Step 1) / 🔵 VAULT 9 / 🟡 ARCHIVE 2 - vault 이동 대상이 종전 ~35건 → 9건으로 축소 Step 3 scope: - A (이 commit): Step 2 매핑 정정. monorepo 변경 0건. - B (다음): vault `decoded-docs`에 9개 파일 복사 + frontmatter, 별도 PR. `Archive/` 신설안(Q2 C)은 Q4 E 채택으로 자연 폐기. * fix(docs): vault stub frontmatter 추가 — wiki-lint 통과 (refs #518) Step 1 (PR #542 first commit `64a5a76`) 에서 ADR + architecture 본문을 vault redirect stub으로 전환할 때 frontmatter도 함께 제거되어 wiki-lint MISSING_FRONTMATTER 실패. 6개 stub에 minimal frontmatter 추가: - docs/adr/ADR-0001-ai-dev-boilerplate.md - docs/adr/ADR-0002-llm-wiki-foundation.md - docs/architecture/README.md - docs/architecture/assets-project.md - docs/architecture/data-pipeline.md - docs/architecture/state-management.md 각 stub: owner=llm, status=deprecated (Step 5에서 삭제 예정), tags 에 [obsidian, deprecated] 포함하여 wiki-lint 허용 어휘 준수. ADR 의 title 콜론은 YAML parse 위해 큰따옴표 인용.
* docs: add content-studio pipeline v2 design spec (#530) Post picker modal, UUID packet ID fix, unified LLM call, channel thumbnails, and Research/Firecrawl removal. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix(vton): handle Vertex AI RAI filter with user-friendly error Vertex AI returns raiFilteredReason instead of image data when safety filter triggers. Log full response in dev and surface actionable message. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * docs: add content studio spec frontmatter --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Trigger decoded-docs repository_dispatch (git-event) when a PR is merged into main/dev, a release is published, or via manual workflow_dispatch. Pairs with the vault-sync workflow in decoded-docs to record changelog entries automatically. Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs: add content-studio pipeline v2 design spec (#530) Post picker modal, UUID packet ID fix, unified LLM call, channel thumbnails, and Research/Firecrawl removal. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * ci(github): close linked issues on dev merge * ci(github): sync issue and project status automation --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Reverts PR #556. An external dispatch source (likely decoded-app or a GitHub App) is already populating decoded-docs vault Changelog with a richer set of events (pr-opened, pr-merged, push, deploy-success). The new workflow added in PR #556 was duplicating dispatches and causing vault-sync concurrency cancellations. Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…ded (#554) 원안(5/14) Phase 1+2가 decoded-agent의 manager agent + conversation digest agent로 흡수·발전되어 본 spec은 역사적 참조용으로 전환. - frontmatter status: draft → deprecated - superseded_by, superseded_date 필드 추가 - 본문 최상단에 redirect 안내 + 신규 위치(decoded-agent#61, vault history note) 링크 - H1 title (SUPERSEDED) 마커 - tags: superseded → deprecated (wiki-lint 허용 어휘) Refs: - closes/supersedes monorepo #516, #517 (both closed as not-planned/superseded) - decoded-agent epic: #61 (conversation digest) - vault history: decoded-docs Project/integrations/telegram-vault-bot.md
* docs(harness): add 2026-05-21 docs/agent + skills/commands audit report HIGH/MEDIUM/LOW findings for .agents/skills/* (9 new), .claude/commands/* (6 new), and docs/agent ↔ decoded-docs vault routing. Confirms vault-dispatch.yml is intended state (#557 reverted a separate duplicate workflow). Companion master issue will track follow-up actions. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs(skills): add excalidraw-generator and meeting-prep skills audit (2026-05-21)에서 즉시 커밋 가능 판정된 2개 스킬. - excalidraw-generator: 다이어그램 JSON 생성 - meeting-prep: 주간 업데이트 요약, 실 사용 검증된 동적 조회 사용 Refs #558 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs(skills): add 7 generator skills with F1/F2/F3 fixes applied audit #558 즉시 체크리스트 적용: - F1: model: Codex-sonnet-4-20250514 비표준 ID 줄 제거 - F2: specs/shared/ → specs/_shared/ (실제 경로 정정) - F2: git-workflow .Codex/agents/ → ~/.claude/agents/ 정정 - F3: data-model-generator lib/types/ → packages/shared/types/ prefix 추가 - F3: component-template-generator @/lib/types → @decoded/shared/types 정정 신규 스킬: - api-contract-generator, component-template-generator - data-model-generator, git-workflow - pencil-screen-ui, screen-spec-generator - supabase-migration-generator Refs #558 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs(commands): add Matt Pocock slash commands with F4 path fix audit #558 F4 적용: - /Users/kiyeol/.agents/ → ~/.agents/ (타 머신 호환) - gstack.md 컨벤션과 일치 신규 commands: - /grill, /grill-docs (plan/design 인터뷰) - /to-prd, /to-issues (PRD/이슈 분해) - /zoom-out (맥락 확장) - /setup-matt-skills (1회성 setup) Refs #558 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs(agent): add decoded-docs vault routing note to README audit #558 F6 적용. docs/agent/README.md가 CLAUDE.md의 vault 라우팅 컨벤션과 drift 상태였음 — vault 위치와 sync-policy 링크를 intro 직후에 추가하여 에이전트가 회의/결정/기획 질의를 vault로 라우팅하도록 명시. Refs #558 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs(claude): register 9 new skills + 6 Matt Pocock commands in skill routing audit #558 routing 표 등록. 신규 9개 spec/generator 스킬과 6개 Matt Pocock slash command를 CLAUDE.md Skill routing 섹션에 트리거 키워드와 함께 등록하여 에이전트가 자동으로 라우팅하도록 함. Refs #558 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs(agents): add Matt Pocock skills setup (F5) audit #558 F5 적용. /to-prd, /to-issues, /grill 등 Matt Pocock skills가 요구하는 1회성 setup 완료: - docs/agents/issue-tracker.md: GitHub Issues + gh CLI 컨벤션 - docs/agents/triage-labels.md: canonical 5-role mapping - docs/agents/domain.md: multi-context (monorepo) layout - CLAUDE.md: ## Agent skills 블록 추가 (3개 docs로 라우팅) decisions: - Issue tracker: GitHub (decodedcorp/decoded) - Triage labels: canonical defaults (기존 triage 라벨 없음) - Domain docs: multi-context, .planning/codebase/* + docs/adr/ 기반 Refs #558 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * fix(wiki): replace UNKNOWN_TAG values in harness-audit frontmatter wiki-lint CI 실패 해결 — "audit", "docs"는 tag vocabulary (docs/wiki/schema/tags.md)에 없는 태그. 의미가 가까운 "ops"와 audit이 위치한 폴더 기반 "superpowers"로 대체. before: [harness, agent, audit, docs] after: [harness, agent, ops, superpowers] Refs #558 #559 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore(gitignore): ignore per-package OMC artifacts, .next.bak, .scratch audit #558 후속 F7. PR #559 작업 중 untracked 노이즈가 다수 — root .omc/ 정책(state 폴더 ignore, project-memory.json만 tracked)을 package 레벨에도 일관되게 적용. ignore: - packages/*/.omc/ (per-package OMC state, project-memory) - packages/*/.next.bak/ (Next.js 빌드 백업) - .scratch/ (로컬 작업물 디렉토리) 검증: git status -s에서 packages/web/.omc/, packages/api-server/.omc/, packages/web/.next.bak/, .scratch/ 모두 사라짐. Refs #558 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs(plans): add profile-tries-detail-modal + content-studio-pipeline-v2 plans audit #558 후속. 5/7, 5/14 작성된 구현 plan 2개를 작업 이력으로 보존. specs/...-design.md(origin/dev)가 설계 SOT, plans는 구현 task breakdown. - 2026-05-07-profile-tries-detail-modal.md (1293 lines) - 2026-05-14-content-studio-pipeline-v2.md (1892 lines) Refs #558 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs(commands): register /improve-codebase-architecture slash command audit #558 후속. Matt Pocock의 improve-codebase-architecture 스킬을 /grill, /to-prd 등과 동일 패턴으로 .claude/commands/에 등록. - 코드베이스 deepening opportunities 발견 - docs/agents/domain.md + docs/adr/ 기반 (PR #559 setup 결과 활용) - subagent_type=Explore 사용 - \$ARGUMENTS로 대상 영역 지정 (예: packages/web/lib/supabase) Refs #558 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…er, thumbnails (#565) * fix(content-studio): use crypto.randomUUID() for packet/variant IDs Replace packet_{postId} format that caused 'invalid input syntax for type uuid' errors. DB uniqueness is enforced by content_packets.post_id unique constraint. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * refactor(content-studio): remove research schemas, add unified content schema Drop all Research/Firecrawl types (ResearchRun, ResearchSource, ResearchInsight, etc.) and research-related fields from ContentPacket, ContentVariant, generateVariantsRequestSchema, assetPlanRequestSchema, shortFormPlanRequestSchema. Add unifiedContentResponseSchema for the new single-call LLM pipeline that generates keywords + imagePrompts + channel variants together. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * refactor(content-studio): remove research module and all dependencies Remove the entire research subsystem (Firecrawl client, domain policy, normalization, query suggestions, recommendations, service) and clean all references from governance checks, LLM generation, asset/short-form pipelines, UI components, API routes, and tests. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * feat(content-studio): add rule keyword extraction and unified LLM generation Single OpenAI call now returns keywords, image prompts, and channel variants together, replacing the previous multi-call pattern. Template fallback preserved when LLM is unavailable or validation fails. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * feat(content-studio): add channel thumbnail generation API - schemas.ts — thumbnailChannelSchema + generateThumbnailsRequestSchema - assets/service.ts — generateChannelThumbnails(): parallel image gen per channel (youtube/instagram_feed/instagram_story) with partial failure handling - assets/thumbnails/route.ts — POST /api/v1/content/assets/thumbnails with admin auth - assets/index.ts — export new service functions - tests — 6 new tests (schema validation + generation + partial failures), 28 total passing Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * feat(content-studio): add PostPickerModal and post search API Admin 전용 포스트 검색 API(GET /api/v1/content/posts/search)와 PostPickerModal 컴포넌트 추가. ILIKE 검색, cursor 기반 무한스크롤, 이미지 그리드 UI로 Content Studio에서 포스트를 시각적으로 선택 가능. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * feat(content-studio): integrate PostPickerModal into page.tsx Add Browse button next to Post ID input for visual post selection, wiring PostPickerModal with open/close state and onSelect callback. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix(content-studio): add local API types and fix test type warnings Replace @/lib/api/generated/models imports with local api-types.ts to resolve missing module errors. Fix 'response possibly undefined' warnings in post-picker tests and add missing PostDetailResponse fields in test fixtures. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix(content-studio): align PostDetailResponse import to local api-types Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
…-A) (#562) * docs(harness): add docs/agent/skills.md as skills inventory canonical (#561) * docs(plan): add #561 harness docs/wiki SSOT implementation plan * docs(harness): expand AGENTS.md as canonical cross-tool entry (#561) * docs(harness): shrink CLAUDE.md to Claude Code overlay (#561) * docs(harness): align WARP.md as Warp overlay, defer common rules to AGENTS.md (#561) * docs(harness): point .cursor/rules to AGENTS.md as common entry (#561) * docs(harness): redirect AGENT.md to AGENTS.md (#561) * docs(harness): promote ownership-matrix to routing SSOT, add 5 new rows (#561) * docs(harness): merge docs/agents/ into docs/agent/setup/ (#561) * docs(wiki): add `skills` tag to vocabulary for docs/agent/skills.md (#561) `docs/agent/skills.md` introduced in this PR uses `tags: [agent, harness, skills]` but `skills` was missing from the vocab, breaking wiki-lint. Add `skills` to the domain category — slash command / skill 카탈로그 의미. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs(adr): add monorepo index pointing to vault canonical (#561) * docs(adr): convert ADR-0001/0002 to vault redirect stubs (#561) * docs(adr): make ADR stubs wiki-lint compliant (#561) ADR redirect stubs were failing wiki-lint due to: - MISSING_FIELD owner/tags - INVALID_STATUS "superseded-by-vault" (not in vocab) - H1_TITLE_MISMATCH - UNKNOWN_TAG "adr" in docs/adr/index.md Normalize frontmatter to the existing vocab: - status: deprecated for redirect stubs (vault is canonical) - tags: [harness, agent] - align H1 with title; move "(redirect to vault)" into body callout No semantic change — vault remains the canonical ADR source. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * docs(archive): create docs/_archive/, move warehouse-schema (#561) * docs(wiki): fix INDEX.md interface/impl drift, manual maintenance explicit (#561) --------- Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…se (#569) * feat(harness): expand vault-dispatch to issues/comments/reviews/release (#540) Adds 4 new event types to the changelog dispatch: - issues (opened/closed/reopened/labeled/assigned) - issue_comment (created) - pull_request_review (submitted) - release (published) projects_v2_item is deferred — needs org-level webhook config and additional PAT scope (projects: read). Closes #540 Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * chore(ci): bump actions/checkout v4 → v6 (Node.js 24 support) GitHub Actions runner removes Node.js 20 on 2026-09-16. v6 explicitly supports Node.js 24. Affected: backend-release, db-drift-check, api-server-invariants, wiki-lint, daily-digest, health-check, deploy-backend. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
…uarterly + conventions lint cleanup (#570) #561 잔여 follow-up 3건을 하나의 PR로: 1. qa-screenshots 분기별 archive 정책 - docs/qa-screenshots/{40 PNG, DIFFERENCES.md, README.md} → docs/_archive/qa-screenshots-2026-Q1/ - docs/qa-screenshots/는 visual-qa.spec.ts 출력 경로로 유지 (새 placeholder README) - docs/_archive/README.md에 분기 정책 명시 (QN cutoff, 디렉토리 명명) 2. 미분류 docs 3건 archive (이전 grill-docs 재결정) - post-centric-refactoring-summary.md → _archive/ (2025-12-18 완료 회고 snapshot) - home-sections-backend-feasibility.md → _archive/ (MVP feasibility, home 리뉴얼로 superseded) - backend-frontend-status.md → _archive/ (2026-02-08 상태 snapshot) - 각 파일에 frontmatter status: archived + archive 사유 callout 추가 - docs/superpowers/plans/2026-05-15-docs-migration-step2-mapping.md에 재결정 노트 3. docs/wiki/schema/conventions.md TOO_MANY_RELATED warning 해소 (6→4) - 제거: .cursor/rules/{api-routes,react-components,rust-api}.mdc (파일별 패턴) - 추가: AGENTS.md (canonical entry) - 최종: ownership-matrix.md, AGENTS.md, CLAUDE.md, .cursor/rules/monorepo.mdc Verification: - bun run wiki:lint → 0 errors, 0 warnings (이전: 1 warning) - archived 파일 참조는 historical plan(2026-05-15 mapping, 2026-05-21 #561 plan)만 잔존, OK Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Adds magPrimary/magAccent/magBg/magText to the colors object so TS consumers can reach the editorial palette without raw CSS vars. The --mag-* CSS vars already exist in globals.css; this only closes the TS-side SSOT drift. Refs #311 Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
#576) Persist Instagram Instaloader sessions across ai container restarts and sync .env.backend.example with prod-required RAW_POSTS_R2_* / INSTAGRAM_* keys. Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(admin): serve instagram enrichment list via api-server, not web service role Fixes #578 — move operation DB reads to GET /api/v1/admin/entity-enrichment/instagram-accounts so Vercel web never needs DATABASE_SERVICE_ROLE_KEY. Web BFF proxies with admin JWT only. Co-authored-by: Cursor <cursoragent@cursor.com> * docs(database): note api-server admin reads and #580 program links Part of #578 — enrichment RFC points to epic/issues; operating-model table links program tracking on GitHub instead of a separate monorepo file. Co-authored-by: Cursor <cursoragent@cursor.com> * style(web): format instagram-accounts admin proxy route Co-authored-by: Cursor <cursoragent@cursor.com> * style(api-server): rustfmt entity_enrichment admin module Co-authored-by: Cursor <cursoragent@cursor.com> * fix(api-server): satisfy clippy on entity_enrichment SQL statements Co-authored-by: Cursor <cursoragent@cursor.com> * test(api-server): unit tests for entity enrichment instagram-accounts admin API Covers ILIKE escaping, summary pending counts, account row mapping, and DB errors. Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Cursor <cursoragent@cursor.com>
Resolve add/add conflicts for #578 admin proxy: keep api-server BFF path and program follow-up docs from dev. Co-authored-by: Cursor <cursoragent@cursor.com>
…E) (#585) ai-server raw_posts pipeline 에 cody 4-step 추가: - Stage 1 (cody_describe): 일반 코디 사진 → mood / silhouette obj / color_palette / details / items (category_path derive, *_confidence, details) / ocr.{raw_text, normalized.{brands, products, prices}} - Stage 2 (cody_formula): 텍스트-only Gemini → must_keep / replaceable / core_combination - search_document: Stage 1 prompt 안에서 생성 (별 LLM 호출 X) - cody_embedding: gemini-embedding-2 (output_dim=768) → pgvector DB: - raw_posts.cody_analysis jsonb (Phase A-C) - raw_posts.cody_embedding vector(768) + ivfflat index (Phase D) api-server: - RawPost DTO 에 cody_analysis 노출 (JsonValue passthrough) - entity 에 cody_embedding column 추가 (DTO 미노출 — Stage 3 RPC 내부 only) web admin: - CodyAnalysisCard 신규 (mood/silhouette/details/items/OCR/style_formula/ search_document) — read-only debug 카드 - PipelineTimeline 에 cody_describe / cody_formula / cody_embedding label pipeline_version v0.3.3. raf 의 e2e 검증으로 다국가 currency parsing (KRW/JPY/USD), brand 정규화, silhouette 3-way 분리, embedding 768-dim 적재까지 확인. Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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Summary
23 commits ahead of main. dev 에서 검증 완료.
Prod 영향
GEMINI_CODY_ENABLED=false시 skip). 새 prod GEMINI key 사용량 증가 예상 — 측정값 P95 ≤ 25s, call 당 ~$0.0003.Test plan