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 SW-in-beta/simon-skills --skill simon-auto-boostgit clone --depth 1 https://github.com/SW-in-beta/simon-skillsWrote 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/sw-in-beta/simon-skills/simon-auto-boost)<a href="https://agentmods.dev/skills/sw-in-beta/simon-skills/simon-auto-boost"><img src="https://agentmods.dev/badge/skills/sw-in-beta/simon-skills/simon-auto-boost/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/sw-in-beta/simon-skills/simon-auto-boost"><img src="https://agentmods.dev/badge/skills/sw-in-beta/simon-skills/simon-auto-boost.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00185 | $0.03527 |
| Opus 5 | $0.00093 | $0.01764 |
| Sonnet 5 | $0.00037 | $0.00705 |
| Haiku 4.5 | $0.00018 | $0.00353 |
Grade A, and why
simon-auto-boost 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 9d 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 — 317 lines — stays where its author put it; the contents beside it link to each section on GitHub.
simon-auto-boost
웹을 자동 검색하여 최신 AI 코딩 에이전트 best practices를 발견하고, 전문가 패널 분석 → 사용자 승인 → 적용 → 검증 → 테스트까지 완료하는 스킬.
simon-boost와의 관계
| simon-boost | simon-auto-boost | |
|---|---|---|
| 입력 | 사용자가 링크 제공 | 자동 웹 검색 |
| 검색 범위 | 단일 리소스 | 다중 소스 (docs, HN, Medium, YouTube 등) |
| 시간 필터 | 없음 | 마지막 검색 이후 콘텐츠만 |
| 분석 | 전문가 패널 6인 | 전문가 패널 6인 (동일) |
| 검증 | 기본 무결성 + 형식 품질 | 기본 무결성 + 형식 품질 + 스킬 가이드라인 + 스모크 테스트 |
분석 대상 스킬은 ~/.claude/skills/_shared/boost-target-skills.md를 따른다 (simon-boost와 같은 SSoT — 디렉토리 스캔 기준).
상태 파일
~/.claude/boost/auto-boost-state.json에 검색 이력을 기록한다.
{
"last_search_at": "2026-03-13T14:00:00+09:00",
"processed_urls": ["https://..."],
"search_history": [
{
"searched_at": "2026-03-13T14:00:00+09:00",
"urls_found": 12,
"urls_selected": 5,
"improvements_applied": 3
}
]
}
- 첫 실행 시 파일이 없으면 생성하고, 최근 2주를 기본 검색 범위로 사용한다.
processed_urls가 200개를 초과하면 오래된 항목부터 정리한다 (무한 증가 방지).
Phase 1: 상태 로드 & 검색
Step 1-1: 상태 로드
~/.claude/boost/auto-boost-state.json을 읽는다.
사용자에게 현재 상태를 간단히 보고한다:
"마지막 검색: {날짜}. {날짜} 이후 새로운 콘텐츠를 검색합니다."
첫 실행이면:
"첫 실행입니다. 최근 2주간의 콘텐츠를 검색합니다."
Step 1-2: 검색 실행
아래 4개 카테고리의 검색 쿼리를 WebSearch로 병렬 실행한다.
날짜 필터를 포함하여 last_search_at 이후 콘텐츠만 찾는다.
{year}는 현재 연도, {date_filter}는 after:{last_search_date} 형식.
카테고리 1 — Claude Code 공식 & 핵심
"Claude Code" best practices {year}
"Claude Code" tips workflow {year}
"Claude Code" MCP hooks skills
site:docs.anthropic.com claude code
site:github.com/anthropics claude-code
카테고리 2 — 커뮤니티 & 뉴스
site:news.ycombinator.com "Claude Code"
site:news.ycombinator.com "agentic coding" OR "AI coding agent"
"Claude Code" site:reddit.com {year}
카테고리 3 — 튜토리얼 & 사례
site:medium.com "Claude Code" OR "AI coding agent" workflow {year}
site:dev.to "Claude Code" OR "agentic coding"
"Claude Code" tutorial OR guide {year}
site:youtube.com "Claude Code" {year}
카테고리 4 — AI 코딩 에이전트 일반
AI coding agent workflow best practices {year}
"agentic coding" patterns tips {year}
LLM coding assistant prompt engineering {year}
coding agent skills workflow automation {year}
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.
- 9d ago First seen · 317 lines · 185 tokens per session scan A c9da5adc3480
simon-auto-boost is a skill published in the GitHub repository SW-in-beta/simon-skills (2 stars, last pushed 1mo ago), licensed MIT. It adds 185 tokens to every session and 3,527 once invoked, about $0.0009 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 2026-08-31.
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