Clowder AI is a self-hosted workspace where AI agents from different model families work together as a persistent team, retaining identities, shared evidence, and memory across tasks. It is for people who want to coordinate multiple AI agents without repeatedly rebuilding their context.
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 skills add zts212653/clowder-ai --skill ttfund-skillsgit clone --depth 1 https://github.com/zts212653/clowder-aiWrote 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/skills/zts212653/clowder-ai/ttfund-skills)<a href="https://agentmods.dev/skills/zts212653/clowder-ai/ttfund-skills"><img src="https://agentmods.dev/badge/skills/zts212653/clowder-ai/ttfund-skills/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/skills/zts212653/clowder-ai/ttfund-skills"><img src="https://agentmods.dev/badge/skills/zts212653/clowder-ai/ttfund-skills.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00157 | $0.01302 |
| Opus 5 | $0.00078 | $0.00651 |
| Sonnet 5 | $0.00031 | $0.00260 |
| Haiku 4.5 | $0.00016 | $0.00130 |
Grade A, and why
ttfund-skills scanned grade A with 1 finding 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 12d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
| 忘记 `_skill_version` | 网关可能拒绝或走旧版本 | 让脚本自动补版本，手写 curl 必须带版本 | How it starts
The opening of the file, as written. The whole thing — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.
TTFund Skills
天天基金官方 Skills 是一个 HTTP 网关，不是开源 GitHub 包。所有能力共用 TTFUND_APIKEY，调用统一网关：
https://skills.tiantianfunds.com/ai-smart-skill-service/openapi/skill/invoke
官方安装说明：https://skills.tiantianfunds.com/ttfund-skills/ttfund-all-skills.md
When to Use
用它查天天基金体系内的基金事实数据：基金信息、历史净值、重仓持仓、基金经理、基金/指数搜索、黄金行情、债市行情、活期宝和模拟组合回测。
不要用它做真实交易、账户读取、买卖建议，也不要替代 FRED / Tushare / yfinance / AKShare 的市场宏观数据职责。F207 里它是基金数据 connector，进入 cat-cafe-finance 包装层后才能给分析层使用。
Quick Reference
# 列出已知 skill_id 和版本
node cat-cafe-skills/ttfund-skills/scripts/ttfund-call.mjs list
# 基金搜索
node cat-cafe-skills/ttfund-skills/scripts/ttfund-call.mjs FUND_SEARCH \
'{"query":"沪深300","search_type":"fund","page_index":1,"page_size":5}'
# 基金综合信息
node cat-cafe-skills/ttfund-skills/scripts/ttfund-call.mjs FUND_BASE_INFOS \
'{"fcode":"000001","nav_range":"n"}'
# 基金净值
node cat-cafe-skills/ttfund-skills/scripts/ttfund-call.mjs FUND_NAV_INFO \
'{"fund_id":"000001","range":"n"}'
脚本会按顺序读取：
- 当前进程环境变量
TTFUND_APIKEY - 仓库根目录
.env - 仓库根目录
.env
.env 已被 .gitignore 忽略；不要把 key 写进任何 tracked 文件。
Skill IDs
| skill_id | version | 用途 |
|---|---|---|
FUND_BASE_INFOS |
1.2.0 | 基金综合信息 |
FUND_MANAGER_INFO |
1.0.0 | 基金经理信息 |
FUND_CONDITION_SELECT |
1.1.0 | 条件选基 |
FUND_HOLDING_INFO |
1.0.0 | 基金持仓 |
FUND_HUAAN_GOLD_INFO |
1.0.0 | 黄金行情 |
FUND_TG_STRATEGY_INFO |
1.0.0 | 投顾策略 |
FUND_INDEX_INFO |
1.0.0 | 指数行情 |
FUND_NAV_INFO |
1.0.0 | 基金净值 |
MODEL_PORTFOLIO |
1.0.0 | 模拟组合回测/预览 |
FUND_FAVOR_ZX |
1.2.0 | 自选管理 |
BOND_MARKET |
1.0.0 | 债市行情 |
FUND_GROUP_BACKTEST |
1.0.0 | 组合回测 |
FUND_SEARCH |
1.0.0 | 基金/指数/经理/投顾搜索 |
FUND_STOCK_PRICE_QUERY |
1.0.0 | 股票实时行情 |
FUND_THEME_INFO |
1.0.0 | 基金主题 |
FUND_HUOQIBAO_LIST |
1.0.0 | 活期宝 |
Common Mistakes
| 错误 | 后果 | 修复 |
|---|---|---|
| 把 API key 写进命令历史、文档或 git | 凭证泄露 | 只放环境变量或 .env，回复中只写 masked key |
| 让猫猫直接长期调用裸 ttfund 网关 | 缺 source/asOf/cache/audit | Spike 可以直连；正式 Phase B 走 cat-cafe-finance 包装层 |
忘记 _skill_version |
网关可能拒绝或走旧版本 | 让脚本自动补版本，手写 curl 必须带版本 |
把 MODEL_PORTFOLIO 当真实交易 |
违反 F207 交易边界 | 只允许模拟/预览，不连接真实交易执行 |
| 把返回数据当投资建议 | 越过分析师边界 | 只作为事实数据，建议必须走 F207 分析/决策护栏 |
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 12d ago First seen · 98 lines · 157 tokens per session scan A 6ae9c4c591be
ttfund-skills is a skill published in the GitHub repository zts212653/clowder-ai (2,980 stars, last pushed 3d ago), licensed MIT. It adds 157 tokens to every session and 1,302 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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