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vibe4g
도구8분 읽기

guard-skills: Claude Code diff에 catch-all 오류·환각 import·HPOS 패턴을 잡는 5개 리뷰 Skill

guard-skills는 Claude Code, Codex, Cursor가 생성한 코드·테스트·문서에 second-pass 리뷰를 수행하는 5개 Skill 패키지입니다. clean-code-guard는 GitClear·USENIX 연구에 근거한 14가지 AI 실패 패턴을 검사하고, woo-guard는 AI가 반복 생성하는 pre-HPOS WooCommerce 코드 패턴을 직접 겨냥합니다.

2026년 6월 11일
skillsclaude-codecode-review
도구7 min read

baoyu-design: What Changes When You Run claude.ai/design Locally in Claude Code

baoyu-design ports the claude.ai/design methodology to Claude Code by detecting the agent environment at runtime and loading a tool substitution table from `references/claude.md`. The design system pipeline — `compile-design-system.mjs` produces static lint config, `import-design-system.mjs` generates a token allowlist as `_ds_prompt.md` — enforces the same constraint at two layers. Neither is optional if you want session-to-session consistency.

2026년 6월 10일
skillsclaude-codedesign-systems
도구8 min read

CI Smoke Tests for MCP Servers with k6

A small k6/x/mcp workflow shows how to prove an MCP server starts, lists tools, returns expected JSON, and fails CI before an agent depends on it.

2026년 6월 1일
mcpk6github actions
워크플로우9 min read

Agent Flow Makes Agent Traces Reviewable

Agent Flow is worth saving as an observability article: it turns Claude Code and Codex sessions into traces a reviewer can inspect before trusting the final patch.

2026년 6월 1일
codexclaude codeagent observability
도구8 min read

Large MCP Inputs Need an Artifact Boundary

The right lesson is not a token-saving trick. It is an MCP interface pattern: upload large files out of band, validate them server-side, and pass only an artifact ID through the model.

2026년 6월 1일
mcpclaude codecontext windows
워크플로우9 min read

When a Claude Code File Hook Should Die

The useful story is not a markdown hook that saves tokens. It is a 228-run retraction that teaches Claude Code teams when a hook should be killed, narrowed, or replaced by one instruction.

2026년 6월 1일
claude codehooksbenchmarking

vibe4g 위클리 구독

엄선한 바이브코딩 인사이트를 매주 목요일에 보내드립니다.

스팸 없음. 언제든 구독 해지.

도구10 min read

Claude Meter's Windows Quota Loop for Claude Code

Claude Meter is not just a taskbar percentage. It is a small local loop: Claude Code credentials, `/api/oauth/usage`, adaptive polling, Windows UI, and conservative failure handling.

2026년 6월 1일
claude codeusage telemetrywindows
도구10 min read

Clawdmeter's Local Claude Code Telemetry Loop

Clawdmeter is worth rescuing as a source-backed tool review because it exposes a concrete boundary: OAuth token access, rate-limit polling, BLE transport, ESP32 firmware, and hardware maintenance.

2026년 6월 1일
claude codetelemetryhardware
심화 분석10 min read

iai-mcp for Local Agent Memory Boundaries

The useful question is not whether an assistant can remember more. It is whether a developer should let an MCP server capture every turn, store it locally, and inject recall into future sessions.

2026년 6월 1일
mcpmemoryclaude code
도구9 min read

Foundry Mainnet-Fork Skill for Audit PoCs

The useful article is not about real-time Ethereum testing. It is about using a narrow Claude Code skill to stop agents from writing smart contract PoCs that pass locally but fail to prove the finding.

2026년 6월 1일
claude codeskillsfoundry
도구10 min read

office-oxide-mcp for Local Office/PDF Operations

office-oxide-mcp is worth rescuing as a Claude Code and Codex workflow piece when the focus shifts from Rust speed claims to local document operations with file-scope controls.

2026년 6월 1일
mcpclaude codeoffice documents
도구9 min read

Claude Usage Dashboard for Local Token Evidence

A serious claude-usage article should drop the unproven spike hook and show how teams can audit Claude Code sessions, token totals, cache behavior, and cap pressure from local logs.

2026년 6월 1일
claude codeusageobservability