react
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react
React is a JavaScript library for building user interfaces with declarative, component-based, and cross-platform design.
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FR-AI / ANALYSISWhy it is worth attention
It operationalizes a five-stage cognitive framework (diverge-converge-verify-review-recover) into independent, composable AI skills, with a pipeline orchestrator and an external argument scrutiny skill (Socrates), all grounded in first principles and Bayesian reasoning.
Who it is for
- AI agent users (Claude Code, Qoder, Aone Copilot) building complex cognitive workflows
- Engineers and product managers evaluating technical or architectural decisions
- Investors or analysts performing structured due diligence
- Content creators needing systematic idea generation and critique
Use cases
- Assessing a product or technical proposal end-to-end (diverge, converge, verify, review, recover)
- Making architectural decisions by uncovering blind spots and rescuing discarded options
- Validating third-party analyses or industry reports via Socrates external review
- Iterating on creative work (writing, design) with structured cognitive checks
Strengths
- Each skill is independent and can be used standalone or chained; pipeline supports checkpoints and selective steps
- Empirically demonstrated with a real case: 68 ideas → 10 findings → data-driven validation → reversal of a 'do not release' verdict
- Built on dual frameworks (deterministic vs. non-deterministic) with clear philosophical grounding (first principles, bounded Bayesian, phase transition)
- Includes a dedicated external-argument scrutiny skill (Socrates) that complements the internal-review Feynman skill
Considerations
- Requires an AI agent platform that supports the SKILL.md specification (Claude Code, Qoder, Aone Copilot); not a standalone tool
- Single-agent attention tunnel effect is acknowledged as a current limitation; future plans involve multi-agent parallelization
- Installation requires manual copying of skill files and a Bash environment for some validations
README quick start
安装
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