theam/limina

Autonomous research harness for AI agents. Give it a measurable goal — it hypothesizes, experiments, and iterates until it finds a solution or tells you what it learned.

This repository also configures its own agents. See what limina tells them →

42Stars on the repository
12Mods indexed here, across every type
2mo agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

limina

01

theam/limina

Skill Claude CodeCodex needs its repo

Set up and launch an autonomous research project with Limina. Use when the user wants a persistent research agent workflow with hypotheses, experiments, findings, and review artifacts.

not rated 42 2mo ago A SkillSpector: pass 36 tokens original Apache-2.0

theam/limina

Skill Codex

Build, review, refactor, or design software for readability, simplicity, modularity, testability, and safe changeability. Use for feature work, architecture decisions, API boundaries, naming, refactors, and code reviews across any language or stack.

not rated 42 2mo ago A 58 tokens original Apache-2.0

experiment-rigor

03

theam/limina

Skill Codex

Design, review, and conclude rigorous research experiments for Limina's H→E→F workflow. Use when creating or revising hypotheses, experiments, or findings; defining baselines, datasets, metrics, or stopping rules; comparing candidate methods; deciding whether a result is conclusive; or when a negative result may be…

not rated 42 2mo ago A 80 tokens original Apache-2.0

theam/limina

Skill Codex

Map the AI/ML state of the art for a concrete technical problem. Use for exploratory research, mechanism-based literature search, benchmark mapping, and finding generalizable approaches. Not for simple fact lookup.

not rated 42 2mo ago A 48 tokens original Apache-2.0

theam/limina

Skill Codex needs its repo

Challenge the current Limina research direction and next-step plan. Use for step-back reviews, pre-commitment checkpoints, plateau reviews, contradictory findings, or pivot/continue/stop recommendations when evidence or framing may be weak.

not rated 42 2mo ago A SkillSpector: pass 52 tokens original Apache-2.0

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