limina
Autonomous evidence-based research with hypotheses, experiments, and findings
All Skills in This Repository (5)
Pure Emerald Level Indicatorslimina
Convert measurable problems into evidence-backed research plans with a persistent H->E->F evidence loop.
build-maintainable-software
Build and review software for readability, modularity, and testability.
exploratory-sota-research
Map AI/ML state-of-the-art research into mechanism-based landscapes with evidence synthesis.
experiment-rigor
Design rigorous Limina research experiments with method-validity gates and decisive thresholds.
research-devil-advocate
Stress-test Limina research directions with adversarial evidence and baseline audits.
Frequently Asked Questions
FAQPage SchemaHow to install Limina?▼
Run `npx skills add theam/limina --all -g -y` in your terminal to install all skills in this suite globally.
What does Limina actually do?▼
You give it a problem with a measurable goal, and it autonomously researches it by forming hypotheses, running controlled experiments, and recording findings until it reaches an evidence-backed answer.
Does Limina work with Claude Code and Codex?▼
Yes. It runs as a lightweight project template inside Claude Code or Codex, or as a managed server runtime that owns long-running sessions for both engines.
How does Limina keep research results reliable?▼
It enforces a strict Hypothesis to Experiment to Finding chain with fair baselines, method-validity checks, and adversarial reviews, storing all evidence in a durable Markdown knowledge base.
Can non-researchers use Limina?▼
Yes. You only need to describe the mission, success criteria, and constraints in plain language; the agent handles the research workflow and asks you when it is blocked.
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