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 wangfe/awesome-finance-skills --skill alphaear-newsgit clone --depth 1 https://github.com/wangfe/awesome-finance-skillsWrote 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/wangfe/awesome-finance-skills/alphaear-news)<a href="https://agentmods.dev/skills/wangfe/awesome-finance-skills/alphaear-news"><img src="https://agentmods.dev/badge/skills/wangfe/awesome-finance-skills/alphaear-news/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/wangfe/awesome-finance-skills/alphaear-news"><img src="https://agentmods.dev/badge/skills/wangfe/awesome-finance-skills/alphaear-news.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 | $0.00040 | $0.00274 |
| Opus 5 | $0.00020 | $0.00137 |
| Sonnet 5 | $0.00008 | $0.00055 |
| Haiku 4.5 | $0.00004 | $0.00027 |
Grade A, and why
AlphaEar News 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 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.
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
AlphaEar News Skill
Overview
Fetch real-time hot news, generate unified trend reports, and retrieve Polymarket prediction data.
Capabilities
1. Fetch Hot News & Trends
Use scripts/news_tools.py via NewsNowTools.
- Fetch News:
fetch_hot_news(source_id, count)- See sources.md for valid
source_ids (e.g.,cls,weibo).
- See sources.md for valid
- Unified Report:
get_unified_trends(sources)- Aggregates top news from multiple sources.
2. Fetch Prediction Markets
Use scripts/news_tools.py via PolymarketTools.
- Market Summary:
get_market_summary(limit)- Returns a formatted report of active prediction markets.
Dependencies
requests,loguruscripts/database_manager.py(Local DB)
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 · 36 lines · 40 tokens per session scan A 8eeb8095eb57
AlphaEar News is a skill published in the GitHub repository wangfe/awesome-finance-skills (5 stars, last pushed 4mo ago), licensed MIT. It adds 40 tokens to every session and 274 once invoked, about $0.0002 per session on Opus 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.
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