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/godisego/hot-moneyWrote 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/godisego/hot-money/thesis)<a href="https://agentmods.dev/commands/godisego/hot-money/thesis"><img src="https://agentmods.dev/badge/commands/godisego/hot-money/thesis.svg" alt="Measured on agentmods" 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 | $0.00026 | $0.00393 |
| Opus 5 | $0.00013 | $0.00197 |
| Sonnet 5 | $0.00005 | $0.00079 |
| Haiku 4.5 | $0.00003 | $0.00039 |
Grade A, and why
thesis 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 8d 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.
This is a copy
100% identical to thesis — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
/thesis <股票代码>
实时监控"我为什么看多这只股"的 5 条核心支柱。
5 条自动生成的支柱
- 营收增速 > 15% — 当前
rev_growth_3y - ROE > 15% — 当前
roe_last - 技术面 Stage 2 — 当前
kline.stage - 估值合理 (PE < 40) — 当前
pe - FCF 为正 — 当前
fcf_positive
工作流
from lib.research_workflow import build_thesis_tracker
result = build_thesis_tracker(features, raw, direction="long")
输出
| Pillar | Target | Current | Trend | Verdict |
|---|---|---|---|---|
| 营收增速 > 15% | 15%+ | 18.5% | stable | ✅ |
| ROE > 15% | 15%+ | 11.8% | concerning | ⚠️ |
| Stage 2 | Stage 2 上升 | Stage 2 | stable | ✅ |
| PE < 40 | < 40 | 35 | stable | ✅ |
| FCF 为正 | 持续正 | 正 | stable | ✅ |
信念度判定
thesis_intact_pct ≥ 80%→ High · 建议：Hold / Add- 60-80% → Medium · Hold
- 40-60% → Low · Trim / Review
- < 40% → Broken · Exit
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.
- 8d ago First seen · 41 lines · 26 tokens per session scan A 6a8ff6232934
thesis is a command published in the GitHub repository godisego/hot-money (2 stars, last pushed 4mo ago), licensed MIT. It adds 26 tokens to every session and 393 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to thesis, differing in 0 lines, and is treated as a copy.
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