Business and strategy
Customer value, pricing, unit economics, cash flow, capital allocation, growth, teams, and organizational capacity.
Start with one real question and let distinct advisors respond to one another across four rounds. Answer the council, add facts, focus a dispute, or simply listen. It helps you see choices, costs, and scenario evolution. It does not decide for you.
Decision Cabinet turns an answer back into a decision structure. You can see where a claim came from, what is still unknown, and when the choice should change.
Customer value, pricing, unit economics, cash flow, capital allocation, growth, teams, and organizational capacity.
Primary disclosures, financial statements, valuation ranges, position sizing, liquidity, cycles, disconfirming evidence, and exit rules.
Career, city, relationships, responsibility, and long-term direction. See what kind of life each choice creates and what it asks of you.
Every round has a public agenda, named reply relationships, and structured minutes. Without new user input, the next round advances the existing disagreement instead of replaying round one.
Separate facts, inference, and unknowns; expose named views, provisional conclusions, consensus, and dissent.
Turn dissent into concrete issues and make advisors explicitly support, challenge, or refine one another.
Test costs, counterevidence, second-order effects, downside scenarios, and change signals.
State what to choose under which conditions while preserving the minority report and stop rules.
“Knowledge should not overpower the decision-maker. It should reveal relationships that were previously unseen.”Every card includes methods, boundaries, and sources.
One read-only, stateless MCP server gives different hosts access to knowledge search, an offline decision map, advisor lenses, and the four-round protocol.
The repository ships plugin manifests and stdio MCP configuration. CLI entry points were checked locally; users still own external model credentials.
Presets cover DeepSeek Harness, Hugging Face Tiny Agents, and the ML Claw/OpenClaw MCP registry, with each verification boundary stated separately.
WorkBuddy is not CodeBuddy. It needs an authenticated HTTPS Streamable HTTP MCP deployment; the static demo is not a remote backend.
When real-time data is unavailable, the system says so. Investment maps require a data-as-of date, primary disclosures, valuation assumptions, portfolio context, and thesis-invalidating conditions.
Verify US filings with SEC EDGAR and Chinese disclosures with the exchanges or CNINFO.
Use ranges, conditions, and disconfirming evidence rather than a certain target price.
High-stakes investment, legal, medical, and tax matters require primary-source verification and licensed professionals when appropriate.
MIT licensed · Python + FastAPI + React · Local SQLite