imbue-ai/catalyst

summarize-goal-progress

Summarize the current goal progress

Idioma do texto original: inglês

summarize-research

Summarize the current research status

Idioma do texto original: inglês

score-guidance-adherence

Score how well the given theory adheres to the provided guidance.

Idioma do texto original: inglês

score-length

Score the length of a given theory.

Idioma do texto original: inglês

score-soundness

Score the mathematical soundness of a given theory based on its existing falsification reports.

Idioma do texto original: inglês

score-theory-local-subscores

Score the given theory according to certain per-theory subscore criteria.

Idioma do texto original: inglês

propose-experiment

Design and propose the next step: either a regular data-gathering experiment, literature search, or a concrete solution candidate.

Idioma do texto original: inglês

execute-proposal

Determine the type of proposal given, execute/delegate accordingly, and return the appropriate resulting ID (experiment ID, literature search ID, or solution ID).

Idioma do texto original: inglês

score-theory-solutions

Score and rank solution candidates relative to the research goal, and update parent theory scores.

Idioma do texto original: inglês

integrate-interpretations

Integrate recent interpretations from the interpretation log into the associated theory.

Idioma do texto original: inglês

rank-experiments

Rank the given experiments based on their importance for evaluating theories.

Idioma do texto original: inglês

interpret-result

Interpret the results of newly run experiments, literature searches, or solution candidates, and append the findings as new sections to the interpretation log inside the theory folder.

Idioma do texto original: inglês

rank-proposals

Compare and rank multiple proposals (experiments, literature searches, and solution candidates), separating solution candidates from other proposals.

Idioma do texto original: inglês

run-experiment

Set up and run a single experiment. Experiments can be arbitrary Python scripts. All experiment execution must go through this skill.

Idioma do texto original: inglês

literature-review

Search arXiv for relevant papers, download papers, and produce a structured literature review

Idioma do texto original: inglês

search-literature

Run a targeted literature search on specific findings or questions that emerged during theory development

Idioma do texto original: inglês

edit-theory

Apply a custom modification to a theory

Idioma do texto original: inglês

expand-theory

Expand a theory by applying suggested expansion reviews

Idioma do texto original: inglês

improve-adherence

Improve a theory based on adherence review findings

Idioma do texto original: inglês

polish-theory

Polish a theory to improve its clarity and make it easier to read. Does not add or remove any content, just rewords and restructures it.

Idioma do texto original: inglês

refine-hypothesis

Attempt to refine a given hypothesis

Idioma do texto original: inglês

streamline-theory

Streamline a theory down to its core essence.

Idioma do texto original: inglês

write-theory

Write a theory to explain a given phenomenon.

Idioma do texto original: inglês

support-idea

Run experiments and derive mathematical proofs to support a pre-existing theory idea supplied as a latex/pdf/markdown file or argument.

Idioma do texto original: inglês

falsify-hypothesis

Attempt to falsify a given hypothesis

Idioma do texto original: inglês

predict-experiments

Use the given theory to predict the results of a given set of experiments.

Idioma do texto original: inglês

suggest-expansions

Review an entire theory and suggest concrete areas for expansion

Idioma do texto original: inglês

score-theories

Score the quality of the given theories relative to each other and update all population scores.

Idioma do texto original: inglês

smoke

Trivial skill used to validate the orchestrator + agent runner plumbing without paying for a real research task

Idioma do texto original: inglês

review-adherence

Review a given theory for adherence to guidance, constraints, and explanatory coverage

Idioma do texto original: inglês

refine-theory

Refine a theory by sequentially applying all its available reviews

Idioma do texto original: inglês

review-theory

Review all theorems/lemmas in a theory and suggest expansions

Idioma do texto original: inglês

explore

Team of explorers that investigate a scientific phenomenon from multiple angles simultaneously

Idioma do texto original: inglês

rank-explanatory-power

Rank different theories based on their explanatory power

Idioma do texto original: inglês

rank-predictions

Rank different predictions based on how well they predict the results of a given experiment. Returns a ranked list of the theory IDs associated with each prediction with their accuracy ranking (1...n).

Idioma do texto original: inglês

swarm

Fan out a task to N independent agents with diverse approaches and collect all results

Idioma do texto original: inglês

write-n-theories

Spawn N independent agents that each invoke the write-theory skill, producing N distinct root theories

Idioma do texto original: inglês

import-theory

Import a pre-existing theory from a latex/pdf/markdown file and store in the context database.

Idioma do texto original: inglês

write-different-theory

Write a theory taking a *different* approach from the provided ones.

Idioma do texto original: inglês

streamline-theory-variations

Streamline a theory down to its core essence, selecting a few different options.

Idioma do texto original: inglês