The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Install
$
git clone https://github.com/dragon1086/prism-insightInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →
Priso · Official PRISM Mascot
PRISM-INSIGHT
AI-Powered Stock Market Analysis & Trading System
13+ specialized AI agents collaborate to detect surge stocks, generate analyst-grade reports, and execute trades automatically.
English | 한국어 | 日本語 | 中文 | Español
Platinum Sponsor
AI3, creator of WrksAI - the AI assistant for professionals, proudly sponsors PRISM-INSIGHT - the AI assistant for investors.
NEW: Stance — Which System Trading Strategy Is Winning Right Now?
Past results? We don't take them. Every Stance record starts at registration — no uploaded track records, no backfills. Decisions and outcomes build one continuous public record that shows a strategy's actual skill and risk, not a cherry-picked highlight reel. Rankings are split into KRX and US and show return beside worst drawdown, average invested exposure, and record rate.
- Find what is working now — compare every strategy under one rulebook
- Look past the headline return — see risk, real exposure, and missing records
- Trust the timeline — the server seals decision time and price, then calculates what happens next
- Enter your own strategy — let a coding agent discover, register, connect, and test it
See the live leaderboard · Enter my strategy · Read the quickstart
How does my strategy join?
Open your strategy project in Codex CLI, Cursor, Claude Code, or another coding agent, then paste the instruction copied from the Stance dashboard into its chat. The agent finds separate strategies and KRX/US portfolios, asks only for missing public profile details, shows the registration plan, and proceeds only after your approval. It also stores keys, changes the code, and runs tests.
Your strategy appears under Building a record from its first decision. For stock markets, official ranking begins after 63 trading days and 20 closed trades that each used at least 1% of assets. The record starts on connection day; historical results cannot be backfilled. No live brokerage account, balance, or broker key is required.
NEW: ChatGPT Plus/Pro Subscription Support
No API key? No problem. PRISM-INSIGHT now supports running analysis directly through your ChatGPT Plus ($20/mo) or Pro ($200/mo) subscription via the Codex OAuth Proxy.
# One-time login (browser will open for ChatGPT auth)
python -m cores.chatgpt_proxy.oauth_login
# Re-authenticate (switch account, or refresh expired tokens)
python -m cores.chatgpt_proxy.oauth_login --force
# Run with your ChatGPT subscription
PRISM_OPENAI_AUTH_MODE=chatgpt_oauth python stock_analysis_orchestrator.py --mode morning
Tokens auto-refresh in the background, so you only need to log in again if you change ChatGPT accounts or your password.
Zero API bills. Same powerful analysis. Your existing subscription does the work.
Mobile App
Get AI stock analysis on the go
- Smart Filtering — Receive only the Telegram alerts you care about
- PDF Reports — Mobile-optimized AI analysis reports
Watch PRISM-INSIGHT in Action
Try It Now (No Installation Required)
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