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.
npx skills add Insajin/autopus-adk --skill using-autopusgit clone --depth 1 https://github.com/Insajin/autopus-adkWrote 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.
[](https://agentmods.dev/skills/insajin/autopus-adk/using-autopus)<a href="https://agentmods.dev/skills/insajin/autopus-adk/using-autopus"><img src="https://agentmods.dev/badge/skills/insajin/autopus-adk/using-autopus/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.
<a href="https://agentmods.dev/skills/insajin/autopus-adk/using-autopus"><img src="https://agentmods.dev/badge/skills/insajin/autopus-adk/using-autopus.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00016 | $0.01819 |
| Opus 5 | $0.00008 | $0.00910 |
| Sonnet 5 | $0.00003 | $0.00364 |
| Haiku 4.5 | $0.00002 | $0.00182 |
Grade A, and why
using-autopus 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 8d 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.
How it starts
The opening of the file, as written. The whole thing — 191 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Using Autopus-ADK Skill
Autopus-ADK를 사용하여 코딩 CLI에 하네스를 설치하는 방법입니다.
설치 모드
Full Mode
모든 기능을 포함하는 완전한 하네스:
- 방법론 (TDD/DDD/Double Diamond)
- 모델 라우터
- 인텐트 게이트
- 세션 연속성
- 훅 시스템
Lite Mode
핵심 기능만 포함하는 경량 하네스:
- 아키텍처 문서
- Lore 커밋 시스템
- SPEC 엔진
- 기본 훅
CLI 명령어
# 하네스 설치 (인터랙티브)
auto init
# 특정 모드로 설치
auto init --mode full
auto init --mode lite
# 특정 플랫폼에 설치
auto init --platforms claude-code
auto init --platforms codex,antigravity-cli
# 설치 상태 확인
auto doctor
# 하네스 업데이트
auto update
# 설치 제거
auto clean
설정 파일 (autopus.yaml)
mode: full
project_name: my-project
platforms:
- claude-code
- codex
methodology:
mode: tdd
enforce: true
review_gate: true
hooks:
pre_commit_arch: true
pre_commit_lore: true
react_ci_failure: false
react_review: false
quality:
default: balanced
providers:
claude: ultra
codex: balanced
OMP와 OMP 품질 모드 분리
quality.default는 기존 전역 fallback입니다. OMP와 OMP를 함께 쓰면
quality.providers.claude와 quality.providers.codex를 선택적으로 추가해 서로 다른
Ultra/Balanced 모드를 사용할 수 있습니다.
auto quality provider claude ultra --apply
auto quality provider codex balanced --apply
auto quality provider claude inherit --apply
auto quality show
CLI에서는 claude-code도 claude의 alias로 허용하지만 YAML에는 canonical key
claude를 저장합니다. Provider별 --apply는 해당 provider가 platforms에 구성된
경우에만 그 플랫폼을 갱신합니다. 기존 auto quality ultra|balanced --apply는
quality.default를 바꾸고 구성된 모든 플랫폼을 갱신합니다. 한 번의 실행에 지정한
--quality는 두 persisted provider override보다 우선하며 YAML은 수정하지 않습니다.
OMP Opus 5 기본 경로
OMP Ultra, Balanced 전략 역할, high-complexity 라우팅은 고정 모델 ID
claude-opus-5를 사용합니다. OMP의 opus alias가 Opus 5를 선택하려면
2.1.219 이상이 필요합니다. Opus 5를 고정한 route_team workflow는
auto workflow doctor --route route_team에서 2.1.219 미만을
fail-closed합니다. 모델을 고정하지 않는 route_a는 기존 최소 버전
2.1.154를 유지합니다.
| OMP provider | opus on v2.1.219+ |
Before v2.1.219 |
|---|---|---|
| Anthropic API | Opus 5 | Opus 4.8 on v2.1.154–v2.1.218 |
| OMP Platform on AWS | Opus 5 | Opus 4.8 on v2.1.207–v2.1.218; Opus 4.7 before v2.1.207 |
| Amazon Bedrock | Opus 5 | Opus 4.8 on v2.1.207–v2.1.218; Opus 4.6 before v2.1.207 |
| Google Cloud Agent Platform | Opus 5 | Opus 4.8 on v2.1.207–v2.1.218; Opus 4.6 before v2.1.207 |
| Microsoft Foundry | Opus 4.6 | Opus 4.6 |
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.
- 8d ago First seen · 191 lines · 16 tokens per session scan A 112fe769b2d4
using-autopus is a skill published in the GitHub repository Insajin/autopus-adk (111 stars, last pushed yesterday), licensed MIT. It adds 16 tokens to every session and 1,819 once invoked, about $0.0001 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 2026-09-03.
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