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 agentmods add agents/tiangzlab/omicsclaw/issue-trackergit clone --depth 1 https://github.com/TianGzlab/OmicsClawWhat 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 | $0.00000 | $0.00202 |
| Opus 5 | $0.00000 | $0.00101 |
| Sonnet 5 | $0.00000 | $0.00040 |
| Haiku 4.5 | $0.00000 | $0.00020 |
Grade A, and why
issue-tracker 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 yesterday.
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
Issue tracker: GitHub
Issues and PRDs for this repository live in GitHub Issues for
zhou-1314/OmicsClaw. Use the gh CLI for issue operations.
Conventions
- Create:
gh issue create --title "..." --body "...". - Read:
gh issue view <number> --comments. - List: use
gh issue listwith explicit state, label, and JSON filters. - Comment:
gh issue comment <number> --body "...". - Apply or remove labels with
gh issue edit. - Close with
gh issue close <number> --comment "...".
Infer the repository from the current clone unless a command needs an explicit
--repo zhou-1314/OmicsClaw argument.
Skill vocabulary
- "Publish to the issue tracker" means create a GitHub issue.
- "Fetch the relevant ticket" means read the issue body, labels, and comments.
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.
- yesterday First seen · 22 lines · 0 tokens per session scan A 7ff781de3908
issue-tracker is an agent published in the GitHub repository TianGzlab/OmicsClaw (158 stars, last pushed 1mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 202 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 agents, from other repositories
apple-silicon-tuning
本文档汇总 parsepdftomarkdown 在 Apple M 系列芯片上的所有调优点: 设备探测 → 各引擎 MPS 策略 → 批处理 / 并行 / 量化。所有调优均循证: 来自 Docling、MinerU、Marker、PyTorch MPS 官方文档与 benchmark。.
pdf-engine-selection
本文档可视化 parsepdftomarkdown Pipeline 在 Adaptive Engine Selection (PR #163, PR2)下,各 Stage 的运行时引擎路由策略。决策结果会写入 StageResult.metadata.selectordecision,便于审计与调优。.
knowledge-map
本项目所有文档与关键模块的索引入口,按主题分组。文档目录变更时必须 同步更新本表(AGENTS.md 「Knowledge Map」条款)。.
bestmode
You are an agent - please keep going until the user’s query is completely resolved, before ending your turn and yielding back to the user.
design-interaction
Interaction Designer on the Atlas bench. Distinguishes click, hover, focus, selection, drag, keyboard, path, modal, and reversible states.
understand
Read this company's own material and work out what it sells.