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LLMQuant Macro | DecimalAI

financeby llmquant

LLMQuant Macro

llmquant/llmquant-macro

Source llmquant/skills ↗License MIT

Router skill for LLMQuant macro workflows.

SkillScore27Maintained

Automatic

Finance & Accounting pack

Last verified 9/26/2026

What it changes

Passed 6 of 22 test cases with the skill, and 4 of 22 without it.

Without skill18%

With skill27%

Checks it passed that the model alone missed

The response reports release dates for the macro series.
The response selects workflows/global-macro-dashboard.md.
The response refrains from making time-sensitive claims regarding central bank policy timing.

and 1 more in the full report

3 fixed3 passed either way15 still failing1 broke

Pass-rate lift: +9 pp
Tokens: +23%
Agent turns: 0%
Response time: +11%

Model gemini-3.6-flashMeasured 9/26/2026v16 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-macro/SKILL.md https://app.decimal.ai/s/llmquant-llmquant-macro/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add llmquant-llmquant-macro, 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-macro/ and pins it in .decimal/skills.lock

decimalai skills add llmquant-llmquant-macro

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

We need to construct a comprehensive macro dashboard for the Eurozone to assess current growth vs inflation regimes. Ensure you route this correctly among available workflows and do not open unnecessary alternative workflow files.

What was checked, without and with the skill
Checked	Without skill	With skill
The response selects workflows/global-macro-dashboard.md.	Missed	Passed
The response restricts execution exclusively to the selected workflow file without opening alternative workflow files.	Missed	Passed

case-03 · 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 Macro

This category routes macroeconomic research workflows for regime dashboards, policy previews, and portfolio impact mapping.

Routing Rules

Identify geography, indicators, policy body, asset universe, horizon, and requested deliverable.
Select the closest workflow below.
Open only that workflow and any referenced local resources.
Use LLMQuant Data for macro observations, release dates, rates, FX, commodities, credit, equity indices, and research context.
Report observation dates, release dates, revisions, frequencies, stale notices, and missing inputs.

Workflow Index

User intent	Workflow
Build a cross-indicator macro dashboard and regime view.	`workflows/global-macro-dashboard.md`
Prepare a Fed or central-bank policy meeting preview.	`workflows/fed-policy-preview.md`
Translate macro data into equity, rates, credit, FX, commodity, and portfolio implications.	`workflows/macro-to-portfolio-impact.md`

LLMQuant Data Contract

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

Retrieve macro indicator snapshots, histories, revisions, release dates, and consensus context.
Retrieve central-bank policy rates, rate expectations, yield curves, inflation, labor, growth, housing, liquidity, and sentiment.
Retrieve cross-asset prices for equities, rates, FX, commodities, credit, crypto, and volatility.
Retrieve portfolio exposures and ETF look-through when translating macro into portfolio impact.

Fallback:

If a macro series or release calendar is unavailable, name the missing input and avoid time-sensitive claims.
Do not imply real-time macro data when only latest closed observations are available.

Track record

Benchmark

6 / 22

test cases passed, vs 4 / 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-macro/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 Macro

Routing Rules

Workflow Index

LLMQuant Data Contract

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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