gameworkerkim/vibe-investing
Grade a repo

80

/ 100

GradeB

Good shape overall. A few tweaks would push it into the top tier.

Top 32% of 5,156 graded repos

AI-powered Vibe Investing for NASDAQ, S&P500 & crypto: LLM quant trading tools, multi-agent backtesting, and data-driven market columns (mNAV arbitrage, BTC-Nasdaq coupling, Alpha Arena). 미국 주식·가상화폐 AI 투자 큐레이션·칼럼·트레이딩 봇.

Documentation88
Engineering69
Health94
Python2241mo ago

Top fixes

Highest-impact changes first, ranked by point weight

11 to address
  1. 1
    Tests18pt

    Wire your tests to a documented command (e.g. a test script in your build config) so the suite is reproducible.

  2. 2
    CI/CD14pt

    Add `pull_request:` to the workflow `on:` triggers.

  3. 3
    CI/CD14pt

    Add a lint step to catch style issues automatically.

  4. 4
    CI/CD14pt

    Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

88

Contributing guide5pt72

CONTRIBUTING guide found.

README12pt80

README is present.

Install and run instructions9pt100

README documents how to install the project.

License6pt100

A license file is present.

Engineering

69

Issue and PR templates6pt0

No issue or PR templates found (−100 pts).

→ Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.

CI/CD14pt68

CI is configured (.github/workflows/deploy-aiinvestor.yml).

Tests18pt80

Test files detected (01.Trading Strategy/Awesome claude quant scripts/Ai super cycle weekly rebalance prompt/scenario_test.py).

Reproducibility6pt80

Lockfile present (requirements.txt). Installs are reproducible.

Linting and formatting5pt100

Linter or formatter configured (AIInvestor/server/node_modules/call-bind-apply-helpers/.eslintrc).

Project health

94

Housekeeping3pt60

.gitignore present.

Dependency manifest6pt100

Dependency manifest found (requirements.txt).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • 360 / 1006
    Commits (30d / 90d)
  • 69
    Forks
  • 0
    Releases

Community

  • 28% - Weak
    Community health
  • -
    authors own >50% of commits
  • 224
    Watchers

Responsiveness

  • -
    Median issue response
  • <1h
    Median PR merge time
  • 0
    Open issues
Repository files37 root entries
  • .claude
  • .github
    Good: CI is configured (.github/workflows/deploy-aiinvestor.yml).
  • 01.Trading Strategy
    Good: Test files detected (01.Trading Strategy/Awesome claude quant scripts/Ai super cycle weekly rebalance prompt/scenario_test.py).
  • 02.Investment Idea Column
    Good: A license file is present.
  • AfterMarketClose
  • AIInvestor
    Good: CONTRIBUTING guide found.
    Issue: CONTRIBUTING guide contents could not be read (−28 pts vs a readable file).Fix: Move the file to the repo root or docs/CONTRIBUTING.md so its setup, style, test, and PR sections can be graded.
    Good: Linter or formatter configured (AIInvestor/server/node_modules/call-bind-apply-helpers/.eslintrc).
    Good: Security policy present.
    Issue: Build artifacts or local files may be committed (AIInvestor/server/node_modules/.bin) (−40 pts).Fix: Remove them and add to .gitignore.
  • CASSANDRA AI
    Good: Environment pinned via CASSANDRA AI/docker-compose.yml.
  • Claude_Fable5_Prompt
  • Harness quantv2
  • LAON_VaultGuard
  • mNAV(Market-to-Net-Asset-Value) arbitrage
  • monarchjuno
  • MyETF Project
  • Paper 논문
  • QQQUpDownSignal
  • TechDoc
  • Toss
  • toss-dashboard
  • TradingLog
  • .env.example
  • .gitignore
    Good: .gitignore present.
  • AGENTS.md
  • Awesome AI Quant Prompt github repos evaluation kr.MD
  • Awesome vibe invest crypto.MD
  • Awesome vibe invest.MD
  • Awesome Vibe Trading Bot.MD
  • AWESOME.md
  • Crypto perp manipulation column.MD
  • Harness quant v2 readme .MD
    Good: README is present.
    Good: README is well structured with multiple sections.
    Issue: No screenshots or images in the README (−20 pts).Fix: Add a GIF, screenshot, or logo image. It is the fastest way to show what your project does.
    Good: README has code examples.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • llms.txt
  • Microsoft fintool acquisition column.MD
  • opencode.json
  • Readme en.MD
  • README.md
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
    Good: Dependency manifest found (requirements.txt).
  • Vibe Investing Risk Management.MD
  • vibe_investing_social_preview.png
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