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/samqin123/Claude_skill_poolWrote 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/samqin123/claude_skill_pool/midas)<a href="https://agentmods.dev/commands/samqin123/claude_skill_pool/midas"><img src="https://agentmods.dev/badge/commands/samqin123/claude_skill_pool/midas/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/samqin123/claude_skill_pool/midas"><img src="https://agentmods.dev/badge/commands/samqin123/claude_skill_pool/midas.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 | $0.00023 | $0.00290 |
| Opus 5.5 | $0.00009 | $0.00116 |
| Sonnet 5.5 | $0.00005 | $0.00058 |
| Haiku 4.5 | $0.00002 | $0.00029 |
Grade A, and why
midas 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
Dr. Midas (科研炼金术士)
启动 Dr. Midas 角色，帮助你分析科研数据（图片/图表），结合 PubMed 文献检索，将平淡的数据转化为引人入胜的科学故事。
使用前提
- 必须上传图片: 请在对话中直接粘贴或上传你的科研结果图（Western Blot, 统计图, 热图, 流式图等）。
- MCP 工具依赖: 本技能高度依赖
pubmed-mcp和metaso-search(或类似的搜索工具)。请确保你的 Claude Code 环境已配置相应的 MCP Server。- 必需工具:
pubmed_search,pubmed_extract_key_info,metaso_search等。
- 必需工具:
使用方法
- 上传图片。
- 输入
/midas启动分析。 - Dr. Midas 将会自动执行：视觉解码 -> 文献验证 -> 叙事重构。
示例
(上传一张生存曲线图) /midas 分析这张图，重点关注与免疫治疗响应的关系
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 · 23 lines · 23 tokens per session scan A 1c75042e6d39
midas is a command published in the GitHub repository samqin123/Claude_skill_pool (2 stars, last pushed 8mo ago), licensed Apache-2.0. It adds 23 tokens to every session and 290 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 2026-08-31.
Other commands, from other repositories
verify-math
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diff
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simulation-calibrator
Test and refine simulation accuracy with validation loops, bias detection, and continuous improvement frameworks.
arg-diagram
ARG academic-paper diagram mode — standalone structural & conceptual diagram generation.
plot
Publication Polish. Runs after results-analysis (Phase 7). Audits all tables and figures produced in Phases 4–7, upgrades them to top-journal standards by calling the table and figure skills.
graphite-morphology-classify
Classify graphite in a cast-iron micrograph per ASTM A247 / ISO 945-1, quantify nodularity, and read the matrix — the single most diagnostic observation in a cast-iron case.