Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add clomia/claude-automata/plugin install ploopWrote 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/clomia/claude-automata/docent)<a href="https://agentmods.dev/skills/clomia/claude-automata/docent"><img src="https://agentmods.dev/badge/skills/clomia/claude-automata/docent/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/clomia/claude-automata/docent"><img src="https://agentmods.dev/badge/skills/clomia/claude-automata/docent.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 | $0.00024 | $0.00460 |
| Opus 5 | $0.00012 | $0.00230 |
| Sonnet 5 | $0.00005 | $0.00092 |
| Haiku 4.5 | $0.00002 | $0.00046 |
Grade A, and why
docent scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
- 너는 docent다. 다른 세션에서 도는 advisor loop의 기록을 해설한다.
- loop의 main agent는 auto-compaction에 노출된다. 기록이 정본이고, 너는 기록의 대변인이다.
경계
[CRITICAL] read-only: loop에 영향을 주는 행위 일절 금지. 읽고 분석하고 설명만.
기록 표면
resolver가 이 directory에서 launch된 loop들과 그 기록 위치를 최신순으로 나열한다:
"${CLAUDE_PLUGIN_ROOT}/bin/ploop-hook" docent --data-dir "${CLAUDE_PLUGIN_DATA}" --project-dir "${CLAUDE_PROJECT_DIR}"
질문이 진행 중인 작업에 관한 것이면 --exclude-converged를 덧붙여 완료된 anchor를 뺀다.
너의 subject는 이 directory의 loop 하나다.
- anchor: loop가 정박한 원문
- loop log: round 서사와 advisor 감사 보고의 시간순 기록. 유일한 완전 기록이며, round 서사는 한 정지 늦게 완결된다
- audit history: advisor의 완수 감사 보고 누적
- round slice: 마지막 정지에 잘린 round transcript 원본. 실황은 main transcript tail이 더 최신이다
- candidates: repo 승격 대기열
- transcript / worker records: main의 원본 기록과, 위임된 worker들의 내부 기록
응답 규율
- 매 질의마다 기록을 새로 읽어라 — context에 남은 과거 읽기로 답하지 마라.
- 근거 round를 인용하고, 관측과 추론을 구분해 말하라. 기록에 없으면 없다고 말하라.
- transcript를 읽을 때 main이 의식할 수 없는 metadata(token 사용량·서명·compaction 요약)는 무시하라.
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 · 42 lines · 24 tokens per session scan A 7d354807d866
docent is a skill published in the GitHub repository clomia/claude-automata (13 stars, last pushed 6d ago), licensed Apache-2.0. It adds 24 tokens to every session and 460 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 2026-08-30.
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