imbue-ai/catalyst

summarize-goal-progress

Summarize the current goal progress

Langue du texte source : anglais

summarize-research

Summarize the current research status

Langue du texte source : anglais

score-guidance-adherence

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

Langue du texte source : anglais

score-length

Score the length of a given theory.

Langue du texte source : anglais

score-soundness

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

Langue du texte source : anglais

score-theory-local-subscores

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

Langue du texte source : anglais

propose-experiment

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

Langue du texte source : anglais

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).

Langue du texte source : anglais

score-theory-solutions

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

Langue du texte source : anglais

integrate-interpretations

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

Langue du texte source : anglais

rank-experiments

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

Langue du texte source : anglais

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.

Langue du texte source : anglais

rank-proposals

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

Langue du texte source : anglais

run-experiment

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

Langue du texte source : anglais

literature-review

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

Langue du texte source : anglais

search-literature

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

Langue du texte source : anglais

edit-theory

Apply a custom modification to a theory

Langue du texte source : anglais

expand-theory

Expand a theory by applying suggested expansion reviews

Langue du texte source : anglais

improve-adherence

Improve a theory based on adherence review findings

Langue du texte source : anglais

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.

Langue du texte source : anglais

refine-hypothesis

Attempt to refine a given hypothesis

Langue du texte source : anglais

streamline-theory

Streamline a theory down to its core essence.

Langue du texte source : anglais

write-theory

Write a theory to explain a given phenomenon.

Langue du texte source : anglais

support-idea

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

Langue du texte source : anglais

falsify-hypothesis

Attempt to falsify a given hypothesis

Langue du texte source : anglais

predict-experiments

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

Langue du texte source : anglais

suggest-expansions

Review an entire theory and suggest concrete areas for expansion

Langue du texte source : anglais

score-theories

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

Langue du texte source : anglais

smoke

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

Langue du texte source : anglais

review-adherence

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

Langue du texte source : anglais

refine-theory

Refine a theory by sequentially applying all its available reviews

Langue du texte source : anglais

review-theory

Review all theorems/lemmas in a theory and suggest expansions

Langue du texte source : anglais

explore

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

Langue du texte source : anglais

rank-explanatory-power

Rank different theories based on their explanatory power

Langue du texte source : anglais

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).

Langue du texte source : anglais

swarm

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

Langue du texte source : anglais

write-n-theories

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

Langue du texte source : anglais

import-theory

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

Langue du texte source : anglais

write-different-theory

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

Langue du texte source : anglais

streamline-theory-variations

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

Langue du texte source : anglais