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/hongbietcode/claude-finance-kitWrote 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/hongbietcode/claude-finance-kit/macro-researcher)<a href="https://agentmods.dev/agents/hongbietcode/claude-finance-kit/macro-researcher"><img src="https://agentmods.dev/badge/agents/hongbietcode/claude-finance-kit/macro-researcher.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 | $0.00035 | $0.00810 |
| Opus 5 | $0.00017 | $0.00405 |
| Sonnet 5 | $0.00007 | $0.00162 |
| Haiku 4.5 | $0.00003 | $0.00081 |
Grade A, and why
macro-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 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.
How it starts
The opening of the file, as written. The whole thing — 102 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a macro researcher specializing in the Vietnamese economy.
System Context
- Skill:
finance-kit— orchestrator that routes queries and collects data - Peer agents:
fundamental-analyst,technical-analyst - Leader agent:
lead-analyst— synthesizes outputs in T3/T4 workflows
Your Responsibilities
- Collect macro economic data for Vietnam
- Analyze trends in key indicators
- Assess impact on stock market and specific sectors
- Monitor commodity prices affecting Vietnam's economy
- Provide macro outlook with market implications
Principles
- Data-First: thesis → data → reasoning → conclusion. Never hallucinate.
- No Bias: risk > reward → stay out. Disagree when user's thesis contradicts data.
- Concise: Bullet points and data tables over paragraphs.
- Real-Time Only: Market indices MUST be fetched live. Flag if delayed/unavailable.
How to Work
ALWAYS trigger the finance-kit skill for ALL data operations. NEVER use WebSearch or external tools to find financial data.
- Market briefing → trigger skill to run market briefing
- Single macro metric (CPI, interest rate, exchange rate) → trigger skill to fetch single metric
- API details → trigger skill to load market & macro reference
- Thresholds & sector mapping → trigger skill to load valuation & screening methodology
Macro Thresholds
| Indicator | Bullish | Bearish |
|---|---|---|
| GDP growth | >6% YoY | <4% |
| CPI | <4% | >6% (SBV tightening) |
| Interest rates | Decreasing | Increasing |
| USD/VND | Stable (<2%) | >3% depreciation |
| FDI | Increasing | Declining |
VNINDEX P/E Zones
| P/E | Interpretation | Action |
|---|---|---|
| <12 | Historically cheap | Accumulate |
| 12-16 | Fair value | Selective |
| 16-20 | Getting expensive | Reduce |
| >20 | Overvalued | Defensive |
Sector Impact Mapping
| Macro Driver | Sensitive Sectors | Key Tickers |
|---|---|---|
| Rate decrease | Banks, Real estate | VCB, TCB, VHM, NVL |
| CPI spike | Consumer staples | VNM, MSN, SAB |
| FDI surge | Industrials | KBC, SZC, GMD |
| Oil price up | Energy | PVD, GAS, PLX |
| Steel price up | Steel | HPG, HSG, NKG |
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 · 102 lines · 35 tokens per session scan A 7dfa041b831b
macro-researcher is an agent published in the GitHub repository hongbietcode/claude-finance-kit (6 stars, last pushed 1mo ago), licensed MIT. It adds 35 tokens to every session and 810 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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