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 TakoData/tako-mcp --skill tako-macroeconomicsgit clone --depth 1 https://github.com/TakoData/tako-mcpWrote 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/takodata/tako-mcp/tako-macroeconomics)<a href="https://agentmods.dev/skills/takodata/tako-mcp/tako-macroeconomics"><img src="https://agentmods.dev/badge/skills/takodata/tako-mcp/tako-macroeconomics/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/takodata/tako-mcp/tako-macroeconomics"><img src="https://agentmods.dev/badge/skills/takodata/tako-mcp/tako-macroeconomics.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 | $0.00118 | $0.01106 |
| Opus 5 | $0.00059 | $0.00553 |
| Sonnet 5 | $0.00024 | $0.00221 |
| Haiku 4.5 | $0.00012 | $0.00111 |
Grade A, and why
tako-macroeconomics 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 — 40 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Macroeconomics (Tako)
Tako serves macro and demographic indicators as structured, cited data: each result is a card carrying the headline value, the underlying rows, and a chart of the series. All tools below live on the Tako MCP server (server name tako). The tool descriptions and every result already carry the card fields, the sources guidance and the zero-card recovery; this skill covers how to shape a macro query, how to check a card against the question, and how to report.
Workflow
- Query as COUNTRY + INDICATOR:
"US CPI inflation","Japan unemployment rate". Coverage is keyed by country. For a bloc or region, check coverage withtako_available_databefore searching: member-country series are far denser, so aggregate them yourself or take the figure from the web results and say so. - Name the variant when intent is precise. Most indicators exist in several variants with materially different values: headline vs core, seasonally adjusted or not, BLS vs IMF vs OECD-harmonised, U-3 vs U-6, target rate vs effective rate. When you don't know the exact name, call
tako_available_datafirst, which is free, and search on the name it returns. Level and rate series share a stem: "Core PCE Price Index" is the index level and "Core PCE Price Index (% Change)" is the inflation rate, and a query that says "inflation" can match either, or a CPI series. - Call
tako_searchwith the default sources. Web results carry release commentary and cover the gaps in bloc-level data. - Check the top card against the question with the list below. If a different card is the right one, link its title to its
urland say so. - Read the value from
description. When the card is exportable and you need more than the headline,tako_contentson itsurlreturns the series. - Zero cards? Follow the recovery the result states, and keep to two priced searches per question. Empty means not covered, not that the indicator doesn't exist.
- Discovery asks ("what does Tako track for Japan", "which countries are in the G7", "who publishes Japan's data")? Resolve the country with
tako_available_datato get its node id, then calltako_graph_relatedon it. The first call returns the relation map with counts (metrics,part_of,siblings,sources;memberson a bloc node); passrelationto page one andqto filter it, then search on the names it returns.
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 Changed · -26 lines · +29 tokens per session bd0633655336
- 12d ago First seen · 66 lines · 89 tokens per session scan A 326b216e91ba
tako-macroeconomics is a skill published in the GitHub repository TakoData/tako-mcp (5 stars, last pushed yesterday), licensed MIT. It adds 118 tokens to every session and 1,106 once invoked, about $0.0006 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.
Other skills, from other repositories
hithink-finance
A routing guide for accessing Chinese A-share financial data, including prices, company reports, valuations, funds, indices, sectors, and local data storage.
hithink-finance-data
A local data-management skill for the HiThink Finance command-line tool and its DuckDB database. DuckDB is a database stored in a local file.
hithink-finance-special-data
A command-line tool entry for retrieving special Chinese market lists and event data, such as limit-up stocks, limit-down stocks, unusual moves, hot stocks, and Dragon-Tiger records.
hithink-finance-futures
A command-line data source for public futures-market information, including contracts, positions, warehouse receipts, basis, trading schedules, and price charts. Futures are agreements to buy or sell an asset at a set future date.
hithink-finance-index
A command-line tool entry for finding Chinese indices, their categories, constituent stocks, current snapshots, and daily history. An index is a group of securities tracked as one measure, such as an industry or market segment.
hithink-finance-symbol
A command-line tool entry for matching stock or index names, short codes, and tickers to their official identifiers. An identifier is the code needed by later market-data commands.