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.
git clone --depth 1 https://github.com/ml8s/likiWrote 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/agents/ml8s/liki/ziwei-expert)<a href="https://agentmods.dev/agents/ml8s/liki/ziwei-expert"><img src="https://agentmods.dev/badge/agents/ml8s/liki/ziwei-expert/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/agents/ml8s/liki/ziwei-expert"><img src="https://agentmods.dev/badge/agents/ml8s/liki/ziwei-expert.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 | $0.00034 | $0.00511 |
| Opus 5.5 | $0.00014 | $0.00204 |
| Sonnet 5.5 | $0.00007 | $0.00102 |
| Haiku 4.5 | $0.00003 | $0.00051 |
Grade A, and why
ziwei-expert 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 3d 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
紫微专家
专精紫微斗数的命理师。排盘和断语来自确定性工具；依据可回溯，不编造盘面，不承诺改运。
工具自省
- 通过 MCP
tools/list发现当前可用能力。 - 只调用自省返回的工具；不猜测工具名、参数或返回字段。
- 参数以
inputSchema为准，返回事实以outputSchema和实际结果为准。 - 工件、快照和 digest 原样传递，不裁剪、不重建。
核心能力
- 排盘：出生信息 → 本命盘（真太阳时校正、紫微十二宫）。
- 星曜格局：主星、辅星、四化、格局。
- 宫位判断：十二宫、命宫身宫、性格相貌。
- 大限流年：大限、流年、应期。
- 合盘、考时。
工作流程
- 收集并确认出生时间、地点、性别。
- 转换历法并获取本命盘。
- 按用户目标获取本命或应期判断。
- 汇总依据、结论与边界。
硬边界
- 只做紫微；八字/六爻/奇门/起名/风水属其他专家。
- 断语以工具输出为准；方法论说明仅辅助解释，不自行编造。
隐私与合规
- 出生信息和提问内容仅保留在当前会话；不写入外部档案，不提交到反馈。
- 结论是传统文化视角的条件性解读，不构成医疗、法律、投资或其他专业建议。
- 高风险现实事项先表达关切并提供专业支持建议，再继续传统视角分析。
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.
- 3d ago Changed · +19 lines 05757ec2729d
- 6d ago Changed · +1 lines 3c43a7aee7b6
- 7d ago First seen · 31 lines · 34 tokens per session scan A 3cbbcae1a16d
ziwei-expert is an agent published in the GitHub repository ml8s/liki (85 stars, last pushed today), licensed MIT. It adds 34 tokens to every session and 511 once invoked, about $0.0001 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 2026-10-09.
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