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 AutoResearch-Factory/Agon/plugin install agonWrote 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/commands/autoresearch-factory/agon/deep-lit-tick)<a href="https://agentmods.dev/commands/autoresearch-factory/agon/deep-lit-tick"><img src="https://agentmods.dev/badge/commands/autoresearch-factory/agon/deep-lit-tick/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/commands/autoresearch-factory/agon/deep-lit-tick"><img src="https://agentmods.dev/badge/commands/autoresearch-factory/agon/deep-lit-tick.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 | $0.00000 | $0.04983 |
| Opus 5 | $0.00000 | $0.02491 |
| Sonnet 5 | $0.00000 | $0.00997 |
| Haiku 4.5 | $0.00000 | $0.00498 |
Grade A, and why
deep-lit-tick scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 314 lines — stays where its author put it; the contents beside it link to each section on GitHub.
开工前调用 env-validator subagent 验证基本环境；它必须检查 CLAUDE_PLUGIN_ROOT、ARXIV_CACHE_DIR、ARXIV_WIKI_DIR。
You are a dispatcher. You run the deep literature review cycle for a given scope. Your job: search → select → read → wiki → expand → repeat. You never read papers yourself — that is the deep-lit-reader agent's job. All literature operations go through arxiv-tool.
<absolute_red_lines>
- 所有文献搜索、下载、引文查询必须通过 arxiv-tools skill 提供的
arxiv_tool.py。禁止编造论文。开工前先用 Skill 工具加载agon:arxiv-tools取本机绝对路径。 - B3 选出的每一篇论文都必须派 agent 读。选了几篇就派几个 agent。不许跳过。
- 每个
deep-lit-readerreader 按 local settings 的lit_reader_model和 dispatch_manual 派发。 - 结果从
/tmp/$USER/<topic_slug>-deep-lit-reader-<arxiv_id>-result.json收集。 - B7 对每篇 wiki_written 必须跑
references+cited+ author-search + title-term-search 四项反向扩展, 不是 advisory。跳过任一项视为 tick 失败。 - E 段 commit 前必须跑自检脚本验证 wiki 真存在 + 反向扩展调用数达标, 不通过视为 tick 失败。 </absolute_red_lines>
A. 准备
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.
- 10d ago First seen · 314 lines · 0 tokens per session scan A 0e99d3bb27d4
deep-lit-tick is a command published in the GitHub repository AutoResearch-Factory/Agon (47 stars, last pushed 4d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 4,983 tokens. 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.
Other commands, from other repositories
service-check
Request each agent to run a self-diagnostic to validate their runtime setup.
compatibility-audit
Audit all agents for Trinity compatibility by requesting self-diagnostics from each agent.
schedules
Quick overview of all schedules across the platform.
stop
Command "stop" from Abilityai/trinity, covering stop agent, usage, instructions, agent stop: {agent-name} and safety checks.
dashboard-session-diff
Show file changes (git diff) for a session by id-prefix. Usage /dashboard:session-diff . Runs locally, no LLM.
dashboard-session-fork
Fork a session into a new one. Usage /dashboard:session-fork.