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Stock Deep Analyzer · freestylefly | DecimalAI

financeby freestylefly

Stock Deep Analyzer

freestylefly/stock-analyzer

Source freestylefly/wesight ↗License MIT

A comprehensive stock deep analysis tool that combines real-time quotes, fundamental metrics, technical indicators, and growth analysis into a single professional report. Supports A-share, US stocks, HK stocks. Generates detailed investment recommendations with risk assessment and actionable trading strategies.

SkillScore73Maintained

Automatic

Finance & Accounting pack

Last verified 8/16/2026

What it changes

Passed 13 of 18 test cases with the skill, and 7 of 18 without it.

Without skill36%

With skill73%

Checks it passed that the model alone missed

Defaults the analysis period to 6mo
Weights Growth Analysis at 25 percent
Weights Financial Health at 15 percent

and 6 more in the full report

8 fixed8 passed either way6 still failing0 broke

Pass-rate lift: +36 pp
Tokens: +29%
Agent turns: 0%
Response time: -39%

Model gemini-3.6-flashMeasured 8/16/2026v116 of 22 cases passed with skill · 18 comparable

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/freestylefly-stock-analyzer/SKILL.md https://app.decimal.ai/s/freestylefly-stock-analyzer/SKILL.md

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

decimalai skills add freestylefly-stock-analyzer

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

curl -fsSL --create-dirs -o .claude/skills/freestylefly-stock-analyzer/SKILL.md https://app.decimal.ai/s/freestylefly-stock-analyzer/SKILL.md

Raw file: /s/freestylefly-stock-analyzer/SKILL.md ↗ · machine-readable summary at /s/freestylefly-stock-analyzer.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

I want to parse the stock analysis output programmatically in a pipeline rather than reading plain text. Which option flag and value should I append when calling the script on NVDA?

What was checked, without and with the skill
Checked	Without skill	With skill
Passes --output json to the analyzer script	Missed	Passed

case-07 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md109 lines2 filesincludes scripts

Stock Deep Analyzer

One-stop comprehensive stock analysis tool that generates professional-grade investment reports.

Features

Real-time Market Data — Current price, volume, market cap, beta
Value Investing Metrics — P/E, P/B, ROE, ROA, dividend yield, payout ratio
Technical Indicators — MA5/20/60, RSI, MACD, Bollinger Bands, VWAP
Growth Analysis — Revenue growth, earnings growth, profit margins
Financial Health — Asset/liability ratio, liquidity ratio
Investment Rating — Multi-dimensional scoring (value 35% / technical 25% / growth 25% / financial 15%)
Trading Strategies — Long-term hold, swing trade, short-term speculation
Risk Assessment — Key risks and price levels

Dependencies

Python packages (install once):

pip install yfinance pandas numpy

Usage

IMPORTANT: Always use the $SKILLS_ROOT environment variable to locate scripts.

Basic Analysis

export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-analyzer/scripts/analyze.py" 601288.SS

Specify Analysis Period

export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-analyzer/scripts/analyze.py" 000001.SZ --period 1y

Track record

Benchmark

13 / 18

test cases passed, vs 7 / 18 without

Adoption

Users: 2
Times used: 30

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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

freestylefly / wesight

SKILLs/stock-analyzer/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file · scripts

Other skills for the same job

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

freestylefly/stock-explorerA Yahoo Finance (yfinance) powered financial analysis tool. Get real-time quotes, generate technical indicator reports (RSI/MACD/Bollinger/VWAP/ATR), summarize fundamentals, and run a one-shot report that outputs a text summary.Close match

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

Stock Deep Analyzer

Features

Dependencies

Usage

Basic Analysis

Specify Analysis Period

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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