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LLMQuant Rates FX | DecimalAI

financeby llmquant

LLMQuant Rates FX

llmquant/llmquant-rates-fx

Source llmquant/skills ↗License MIT

Router skill for LLMQuant rates and FX workflows.

SkillScore18Maintained

Automatic

Finance & Accounting pack

Last verified 9/26/2026

What it changes

Passed 4 of 22 test cases with the skill, and 3 of 22 without it.

Without skill14%

With skill18%

Checks it passed that the model alone missed

Routes the request to workflows/fx-carry-dashboard.md.

1 fixed3 passed either way18 still failing0 broke

Pass-rate lift: +5 pp
Tokens: +5%
Agent turns: 0%
Response time: -13%

Model gemini-3.6-flashMeasured 9/26/2026v14 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/llmquant-llmquant-rates-fx/SKILL.md https://app.decimal.ai/s/llmquant-llmquant-rates-fx/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add llmquant-llmquant-rates-fx, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/llmquant-llmquant-rates-fx/ and pins it in .decimal/skills.lock

decimalai skills add llmquant-llmquant-rates-fx

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/llmquant-llmquant-rates-fx/SKILL.md https://app.decimal.ai/s/llmquant-llmquant-rates-fx/SKILL.md

Raw file: /s/llmquant-llmquant-rates-fx/SKILL.md ↗ · machine-readable summary at /s/llmquant-llmquant-rates-fx.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

Assess an FX carry trade pairing USD against Brazilian Real (USD/BRL). Construct a trade assessment with carry yield, trend momentum, and risk factors. Forward points and positioning data are missing from the feed. Provide the FX trade analysis.

What was checked, without and with the skill
Checked	Without skill	With skill
Routes the request to workflows/fx-carry-dashboard.md.	Missed	Passed
Uses spot/rate-differential evidence only when forward points are missing.	Passed	Passed

case-09 · gemini-3.6-flash · 9/26/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md31 lines3 filesincludes scripts

LLMQuant Rates FX

This category routes rates and foreign-exchange workflows for curve analysis, central-bank divergence, and FX carry.

Routing Rules

Identify currencies, countries, curve points, instrument proxy, horizon, and decision type.
Select the closest workflow below.
Open only that workflow and any referenced local resources.
Use LLMQuant Data for yield curves, policy rates, inflation, growth, FX prices, carry, volatility, credit, commodities, and macro context.
Report observation dates, price timestamps, policy dates, curve tenors, stale notices, and missing inputs.

Workflow Index

User intent	Workflow
Analyze yield curve shape, duration exposure, and curve trades.	`workflows/yield-curve-trade-lens.md`
Compare central-bank paths and macro divergence across countries.	`workflows/central-bank-divergence.md`
Build an FX carry, momentum, valuation, and risk dashboard.	`workflows/fx-carry-dashboard.md`

LLMQuant Data Contract

Prefer LLMQuant Data when available. The workflows may need these data capabilities:

Retrieve nominal and real yield curves, policy rates, inflation expectations, rate histories, and term-premium context.
Retrieve FX spot history, carry, forward points, rate differentials, volatility, positioning, and trade-weighted dollar context.
Retrieve central-bank meeting calendars, policy communication, macro indicators, commodities, credit, and risk sentiment.
Retrieve portfolio duration, currency exposures, ETF look-through, and hedging instruments when available.

Fallback:

If forward points, real rates, or positioning are unavailable, state the missing inputs and use spot/rate-differential evidence only.
Do not infer live FX carry or curve trades without timestamped rate and FX data.

Track record

Benchmark

4 / 22

test cases passed, vs 3 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/27/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

llmquant / skills

skills/llmquant-rates-fx/SKILL.md

View on GitHub ↗

License MITImported 8/27/2026Version v1Bundled 2 files · scripts

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

LLMQuant Rates FX

Routing Rules

Workflow Index

LLMQuant Data Contract

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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