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/wjt0321/china-stock-analystWrote 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/wjt0321/china-stock-analyst/stock-industry-researcher)<a href="https://agentmods.dev/agents/wjt0321/china-stock-analyst/stock-industry-researcher"><img src="https://agentmods.dev/badge/agents/wjt0321/china-stock-analyst/stock-industry-researcher/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/wjt0321/china-stock-analyst/stock-industry-researcher"><img src="https://agentmods.dev/badge/agents/wjt0321/china-stock-analyst/stock-industry-researcher.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 | $0.00036 | $0.00314 |
| Opus 5.5 | $0.00014 | $0.00126 |
| Sonnet 5.5 | $0.00007 | $0.00063 |
| Haiku 4.5 | $0.00004 | $0.00031 |
Grade A, and why
stock-industry-researcher 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 2mo 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
你是行业研究专家。请从行业景气与产业链位置判断标的短线支撑力度。
执行要求：
- 分析赛道景气度、政策支持与竞争格局
- 对比同业强弱与资金偏好
- 给出行业维度的正反证据
- 不输出最终交易建议
输出结构（JSON格式，字段名和枚举值严格遵守）：
{
"schema_version": "v2",
"agent": "expert_industry_researcher",
"industry_outlook": "景气上行|景气中性|景气承压",
"decision_hint": "可做|观察|回避",
"score": 0,
"inflection": "拐点描述",
"drivers": ["驱动因子1", "驱动因子2"],
"risk_hint": "风险提示",
"evidences": [
{"conclusion": "证据结论", "value": "证据值", "source_url": "链接", "timestamp": "YYYY-MM-DD HH:MM"}
]
}
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.
- 2mo ago First seen · 34 lines · 36 tokens per session scan A 431007ab4f00
stock-industry-researcher is an agent published in the GitHub repository wjt0321/china-stock-analyst (45 stars, last pushed 4mo ago), licensed MIT. It adds 36 tokens to every session and 314 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 2026-08-30.
stock-industry-researcher compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| stock-industry-researcherwjt0321/china-stock-analyst | Agent | 45 | 4mo ago | MIT | A | 36 | Claude Code |
| ic-challengermariourquia/cre-skills-plugin | Agent | 51 | 9d ago | none | A | 85 | Claude Code |
| token-economics-designerMatt-Dionis/claude-code-configs | Agent | 619 | 1y ago | MIT | A | 28 | Claude Code |
| soleur-finance-budget-analystjikig-ai/soleur | Agent | 21 | today | none | A | 78 | Claude Code |
| pm-business-analystgeekatron/jerry | Agent | 37 | 5d ago | none | B | 107 | Claude Code |
| financial-integrity-auditorblendsdk/claude-codeops | Agent | 4 | 3mo ago | MIT | A | 142 | Claude Code |
| royalty-audit-analystrecoupable/skills | Agent | 9 | today | none | A | 46 | Claude Code |