makecindy
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cindy
Cindy is an open-source AI agent that runs locally on your machine, integrates multiple AI harnesses and models, and provides memory, skills, and automation to perform real work in your projects and apps.
AI repository intelligence
FR-AI / ANALYSISWhy it is worth attention
It solves the stateless-agent problem for investment workflows by providing a structured, reviewable memory system (Wiki, Lens, Evidence, Method, Decision) that prevents overfitting and encourages disciplined abstraction, all managed via natural language commands.
Who it is for
- Developers using AI coding agents for investment research
- Quantitative analysts and traders who want to augment their analysis process
- Investment professionals seeking reproducible and auditable AI-assisted workflows
- Platform builders integrating durable memory into agent-based tools
Use cases
- Research a company or industry with reusable context (e.g., supply chain map cached as a Wiki) to save future effort
- Record point-in-time investment decisions with assumptions, risks, and invalidation conditions
- Review past decisions to separate skill from luck and distill lessons into reusable Lenses
- Automatically maintain a project's investment knowledge base as ordinary Markdown files
Strengths
- Memory is project-owned markdown – fully transparent, portable, and version-controllable
- Explicit abstraction ladder (Evidence → Decision → Lens) forces disciplined generalization with counterexamples and limits
- Works with natural language commands – no manual schema or routing needed
- Designed for multi-asset classes (equities, crypto, FX, etc.) with a consistent memory contract
Considerations
- Currently requires specific host agents (Codex, Claude Code) and is in early stage (v0.0.2)
- Retrieval is limited to lexical search (no semantic search yet); some advanced features are under evaluation
- Dependency on the host agent's capabilities for research, tools, and permissions may introduce constraints
README quick start
Quick start
Description
The memory layer for investment agents.
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