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 johnfkoo951/cmdspace-plugins --skill lit-searchgit clone --depth 1 https://github.com/johnfkoo951/cmdspace-pluginsWrote 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/johnfkoo951/cmdspace-plugins/lit-search)<a href="https://agentmods.dev/skills/johnfkoo951/cmdspace-plugins/lit-search"><img src="https://agentmods.dev/badge/skills/johnfkoo951/cmdspace-plugins/lit-search/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/johnfkoo951/cmdspace-plugins/lit-search"><img src="https://agentmods.dev/badge/skills/johnfkoo951/cmdspace-plugins/lit-search.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 | $0.00084 | $0.00612 |
| Opus 5.5 | $0.00034 | $0.00245 |
| Sonnet 5.5 | $0.00017 | $0.00122 |
| Haiku 4.5 | $0.00008 | $0.00061 |
Grade A, and why
lit-search 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 1mo 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.
What it actually says
Literature Search (독립 스킬)
연구 파이프라인의 Phase 1을 독립적으로 실행하는 스킬입니다.
전체 파이프라인(/research) 없이도 단독으로 문헌 검색을 수행할 수 있습니다.
워크플로우
1. 사용자 입력 확인
AskUserQuestion으로 검색 옵션을 확인한다:
{
"questions": [
{
"header": "검색 범위",
"question": "어디에서 검색할까요?",
"options": [
{"label": "전체 (Recommended)", "description": "PubMed + Google Scholar + 볼트 내부 모두 검색"},
{"label": "PubMed만", "description": "의학/생명과학/사회과학 학술 DB"},
{"label": "웹 검색만", "description": "Google Scholar, ERIC, SSRN 등"},
{"label": "볼트만", "description": "기존 볼트 내 노트에서만 검색"}
],
"multiSelect": false
},
{
"header": "출력 위치",
"question": "결과를 어디에 저장할까요?",
"options": [
{"label": "AI Agent 폴더 (Recommended)", "description": "03-1. Claude Code (MBP)/ 에 저장"},
{"label": "현재 대화만", "description": "파일 생성 없이 대화에서만 결과 표시"}
],
"multiSelect": false
}
]
}
2. 서브에이전트 디스패치
Task 도구로 literature-scout 에이전트를 디스패치한다.
프롬프트에 포함할 정보:
- 사용자가 제공한 연구 주제/키워드
- 검색 범위 선택 결과
- 출력 위치
- Zotero 레퍼런스 경로:
80. References/84. References (Zotero)/ - Literature Notes 경로:
20. Literature Notes/
3. 결과 보고
에이전트 완료 후:
- 검색 결과 요약 (총 논문 수, A/B/C-tier 비율)
- 주요 연구 갭 요약
- 파일 저장 경로 안내
4. 추가 검색 제안
검색 결과가 부족하면:
- 키워드 확장 제안
- 추가 데이터베이스 제안
- 시간 범위 조정 제안
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.
- 1mo ago First seen · 68 lines · 84 tokens per session scan A 46b0b1e5317f
lit-search is a skill published in the GitHub repository johnfkoo951/cmdspace-plugins (7 stars, last pushed today), licensed MIT. It adds 84 tokens to every session and 612 once invoked, about $0.0003 per session on Opus 5.5. 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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Ingest supplied source material into an Obsidian vault with provenance and claim tracking: pasted text, files staged in the selected vault's inbox or .raw archive, or explicitly approved URLs. Use for a single source or bounded batch, not for saving an assistant answer. Triggers: ingest, ingest this file, ingest this…
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Build and query a vault-local contextual BM25 retrieval index with optional multilingual Nomic cosine reranking; use for retrieve, hybrid retrieval, BM25, rerank, contextual retrieval, chunk search, vault search, semantic search, find relevant passages, or retrieval diagnostics. Derived caches stay under .vault-meta…
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Create or update workspace-level instruction files for code repositories or ordinary project folders, including AGENTS.md, CLAUDE.md, GEMINI.md, local override files, and Ariadne vault-link blocks. Use when a user wants to initialize, repair, or refresh workspace instructions, connect a workspace to a registered…
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Register existing Markdown knowledge vaults for machine-level discovery so cold agents can find long-term knowledge from any workspace. Use when checking, adding, updating, repairing, or removing global vault discovery.