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LLMQuant Equities | DecimalAI

financeby llmquant

LLMQuant Equities

llmquant/llmquant-equities

Source llmquant/skills ↗License MIT

Router skill for LLMQuant equities workflows.

NewMaintained

Automatic

Finance & Accounting pack

Last verified 9/27/2026

What it changes

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

Without skill14%

With skill14%

0 fixed3 passed either way19 still failing0 broke

Pass-rate lift: 0 pp
Tokens: +4%
Agent turns: 0%
Response time: -11%

Model gemini-3.6-flashMeasured 9/27/2026v13 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-equities/SKILL.md https://app.decimal.ai/s/llmquant-llmquant-equities/SKILL.md

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

decimalai skills add llmquant-llmquant-equities

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

What's inside

The instructions your model reads when the skill loads.

SKILL.md32 lines3 filesincludes scripts

LLMQuant Equities

This category routes equity research, comparison, valuation, catalyst, and sell-discipline workflows.

Routing Rules

Identify ticker(s), investment horizon, benchmark, and requested deliverable.
Select the closest workflow below.
Open only the selected workflow and needed local resources.
Use LLMQuant Data for filings, prices, fundamentals, ownership, macro, estimates, and events.
Report data periods, filing dates, observation dates, stale notices, and missing future inputs.

Workflow Index

User intent	Workflow
Score a stock across fundamentals, valuation, technicals, sentiment, and flow.	`workflows/five-lens-stock-analysis.md`
Compare 2-5 stocks or ETFs side by side.	`workflows/equity-compare.md`
Build a full equity research memo.	`workflows/equity-research-memo.md`
Build a catalyst-bound merger-arbitrage memo.	`workflows/merger-arb-memo.md`
Analyze hold versus systematic profit-taking rules.	`workflows/take-profit-lab.md`

LLMQuant Data Contract

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

Retrieve equity prices, returns, market cap, volume, technical indicators, and realized volatility.
Retrieve company fundamentals, estimates, valuation multiples, peer context, and corporate events.
Read SEC filings and specific filing sections for business, MD&A, risks, and catalysts.
Retrieve institutional ownership, top holders, manager concentration, and 13F sponsorship context.

Fallback:

If fundamentals, estimates, or event feeds are unavailable, name the missing input and continue only with retrieved or user-provided evidence.

Track record

Benchmark

3 / 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-equities/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.

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What's inside

LLMQuant Equities

Routing Rules

Workflow Index

LLMQuant Data Contract

Track record

Benchmark

Adoption

SkillSafety

Source

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