Clawock

Clawock is an investment decision workflow plugin for AI agents that collects information, runs bull and bear debates, and settles results in code.

Clawock gives AI models a continuing investment workflow for Hong Kong and US stock books. Python collects and reconciles quotes, filings, capital flow, and news before the model evaluates them. The system forces the model to write both supporting cases and opposing evidence, refusing publication without an opposing case. After the market close, code checks triggers and outcomes on canonical bars to feed results into the next decision. It operates with custom runtimes that read and write files and call a CLI, keeping API keys and credentials secure. Users maintain control of order placement while tracking real positions, P&L, and performance metrics.

Clawock at a glance

Best for: Software engineer, Finance
Runs on: CLI, Web, API
Pricing: Free
Released: October 2026
Category: AI agent tool
Website: github.com/kcnyu/clawock

Key features

Collects quotes, filings, and news through Python fallback routes
Generates evidence packs with SHA-256 hashes
Forces bull and bear debates before decisions
Validates citations, opposing evidence, and arithmetic in code
Tracks execution outcomes on canonical bars
Calibrates confidence using earlier decision records
Provides a live dashboard and daily briefs

Use it for

Running a continuing investment workflow for stock portfolios
Generating audited bull and bear investment debates
Evaluating agent decision performance with code verification
Managing background tasks and agent queues

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AI Berkshire — It forces clear conclusions with specific price ranges and multi-agent debate.
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