mandu-mcp-orient

mandu-mcp-orient is a skill for Claude Code, Codex from konamgil/mandu. It costs 72 tokens per session (1,442 once invoked), scanned A, original, MPL-2.0.

A session-start workflow for quickly understanding a software project’s current state. It gathers the project summary, recent commits, documentation list, architecture rules, errors, and suggested next steps.

In plain words
What is it for?
Use it at the start of a session, after a long pause, or when asking what has changed and what should happen next.
Why use it?
It avoids checking many project signals one by one when returning to work or joining an unfamiliar session.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it at the start of a session, after a long pause, or when asking what has changed and what should happen next.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/konamgil/mandu/mandu-mcp-orient
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add konamgil/mandu --skill mandu-mcp-orient
Clone the repo
git clone --depth 1 https://github.com/konamgil/mandu

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for mandu-mcp-orient

README.md
[![agentmods](https://agentmods.dev/badge/skills/konamgil/mandu/mandu-mcp-orient/github.svg)](https://agentmods.dev/skills/konamgil/mandu/mandu-mcp-orient)
Your own site
<a href="https://agentmods.dev/skills/konamgil/mandu/mandu-mcp-orient"><img src="https://agentmods.dev/badge/skills/konamgil/mandu/mandu-mcp-orient/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for mandu-mcp-orient

Your own site · 80×15
<a href="https://agentmods.dev/skills/konamgil/mandu/mandu-mcp-orient"><img src="https://agentmods.dev/badge/skills/konamgil/mandu/mandu-mcp-orient.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 72 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,442 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00072 $0.01442
Opus 5 $0.00036 $0.00721
Sonnet 5 $0.00014 $0.00288
Haiku 4.5 $0.00007 $0.00144

Measured 10d ago against content hash 084864a94352, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

mandu-mcp-orient scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

docs/archive/skills/package-v0/mandu-mcp-orient/SKILL.md · 129 lines

How it starts

The opening of the file, as written. The whole thing — 129 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Mandu MCP Orient

세션에 처음 진입하거나 긴 휴지 뒤 복귀할 때 "지금 프로젝트가 어떤 상태인지" 를 한 번에 파악하는 레시피. 개별 진단 도구를 나열하지 않고 집계부터 시작한다.

Trigger

  • "현 상태?", "지금 어디까지 됐지?", "무슨 일 있었어?"
  • "여기서부터 계속", 세션 재진입
  • 긴 대화 복귀, /sc:load 직후
  • 사용자가 프로젝트 이름만 말하고 추가 지시가 없을 때

Recipe (순서 고정)

mandu.ai.brief                       ← Tier-0 aggregate: 먼저 호출
  └─> mandu_get_architecture         ← 프리셋/레이어 규칙
       └─> mandu_kitchen_errors      ← 런타임 에러 스트림 (있으면 최근 N개)
            └─> mandu_guard_check    ← snapshot only, heal 금지

Step 1 — mandu.ai.brief

mandu.ai.brief({ depth: "short" })

반환 필드:

  • title, summary — 프로젝트 정체성
  • skills — 설치된 @mandujs/skills + 프로젝트별 generated skills
  • recent_changes — 최근 20 커밋 subject/hash
  • docsdocs/ 최상위 목차
  • config.guard_preset, config.fs_routes, config.has_playwright
  • suggested_next_steps — 최근 활동 기반 추천

read-only, fail-soft. git 이나 docs 가 없어도 에러 나지 않음.

depth 는 상황에 맞춰:

  • 처음 진입: "short" 으로 충분
  • 장기 복귀 / 복잡 프로젝트: "full"

Step 2 — mandu_get_architecture

mandu_get_architecture({})

alias of mandu.brain.architecture. 프리셋 (mandu / fsd / clean / hexagonal / atomic / cqrs), 레이어 방향, 허용/금지 import 규칙을 반환. ai.brief 로 "무엇을 하는 프로젝트인지" 는 알았으니, 여기서 "어떤 규칙으로 돼 있는지" 를 확인한다.

Step 3 — mandu_kitchen_errors

mandu_kitchen_errors({ limit: 10 })

dev 서버가 실행 중이면 최근 런타임 에러를 스트림에서 가져온다. 빌드는 됐지만 실행 중 에러가 쌓여 있는 경우 — ai.brief / get_architecture 만으로는 안 보인다. dev 서버가 없으면 빈 배열. 실패 아니다.

Step 4 — mandu_guard_check (snapshot only)

mandu_guard_check({ repoRoot: "." })

CRITICAL: heal 하지 않는다. 오리엔테이션 단계에서는 현황만 본다. 위반이 있으면 그 사실을 기록하고 사용자에게 알리되, 고치는 건 mandu-mcp-verifymandu_guard_heal 을 명시적으로 호출할 때만.

종료 조건

4 단계가 끝나면 다음 중 하나로 전이:

결과 다음 skill
사용자가 "만들어줘" / 새 피처 요청 mandu-mcp-create-flow
guard 위반 존재 + 사용자가 정리 원함 mandu-mcp-verify -> drill-down
에러 있음 + 사용자가 디버그 원함 mandu-debug
빌드/배포 원함 mandu-mcp-deploy
사용자 지시가 없으면 suggested_next_steps 요약 제시

Read the full file on GitHub · 129 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 129 lines · 72 tokens per session scan A 084864a94352

Subscribe to this mod's changes

mandu-mcp-orient is a skill published in the GitHub repository konamgil/mandu (46 stars, last pushed 14d ago), licensed MPL-2.0. It adds 72 tokens to every session and 1,442 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.