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Updated today

by longsizhuo

openInvest

Research-grade investment decision engine for AI agents: isolated multi-agent committee, auditable verdicts, backtests with lookahead protection, published negative results

  • Active — Updated in the last 14 days
Works with
  • Claude
  • OpenCode
View on GitHub (opens in a new tab)

114 GitHub stars (114)

+27 in 16 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: +27 in total; the busiest day was Oct 11 with +18 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: 0 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: 0 starsOct 10: +2 starsOct 11: +18 starsOct 12: +1 starsOct 13: +3 starsOct 14: +1 starsOct 15: 0 starsOct 16: +2 stars
Stars gained between daily snapshots
PeriodNew stars
Oct 10
Oct 20
Oct 30
Oct 40
Oct 50
Oct 60
Oct 70
Oct 80
Oct 90
Oct 10+2
Oct 11+18
Oct 12+1
Oct 13+3
Oct 14+1
Oct 150
Oct 16+2
  • 4 skills (4 skills found in its SKILL.md files)
  • 14 forks (14 forks)
  • Today last update (Last updated today)

Install

Skills CLI

npx skills add longsizhuo/openInvest

Asks which skills and agents to install. Just one: npx skills add longsizhuo/openInvest --skill okf-frontmatter — add -g for every project.

Claude Code

git clone https://github.com/longsizhuo/openInvestcp -r "openInvest/skills/okf-frontmatter" ~/.claude/skills/

Copies the okf-frontmatter skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add longsizhuo/openInvest

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • okf-frontmatter

    Maintain openInvest's docs (docs/wiki chapters + docs/wiki/adr) under Google's Open Knowledge Format (OKF). Two jobs. (1) Teach agents to maintain docs the OKF way — every doc carries a small YAML frontmatter block as the single source of truth (type, title, tags, intent, schema_source, documents); schema details link to the authoritative code instead of being copied into prose; no more hand-main…

    skills/okf-frontmatter/SKILL.md on GitHub (opens in a new tab)

  • invest-backup

    Back up / restore openInvest's local state — memory/ (holdings, strategy, user profile, committee records, dream logs) + db/ (trade ledger, job run history, market-data cache) + .env (SMTP/API credentials) + user_profile.json. All of this data is .gitignore'd with no historical versions in git, so a single accidental overwrite (e.g. slipping and running some one-off migration/init script) means r…

    plugin/skills/invest-backup/SKILL.md on GitHub (opens in a new tab)

  • invest-setup

    First-time openInvest installation and onboarding. **ONLY use when** user explicitly says "set up invest" / "init invest" / "帮我初始化 invest", OR when `invest` skill's `doctor` returns `status="needs_setup"`. **NOT for daily usage** — once onboarding is done, the `invest` skill takes over (portfolio viewing, committee analysis, buy/sell tracking). Wraps `run.sh init --from-stdin` with the canonical…

    plugin/skills/invest-setup/SKILL.md on GitHub (opens in a new tab)

  • invest

    openInvest multi-asset AI investment committee — **daily use**. Read portfolio / live prices / strategy / decision history / adjust positions / run a 4-role LLM committee for an investment verdict. Supports any yfinance symbol (A-share / HK / US / ETF / crypto / commodities) and any currency. **Two paths** — (1) Coordinator, Claude Code spawns 4 subagents, saves DeepSeek tokens; (2) Direct, any a…

    plugin/skills/invest/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.