autoresearch

Plugin autoresearch in junjiezhou1122/autoResearch. Commands read from the repo's manifest — 1 month ago.

Skills (18)

• create-adapter

  Scaffold a new Harbor benchmark adapter by running `harbor adapter init` and then guide implementation using the Adapters Agent Guide as the authoritative spec.

• harbor-adapter-creator

  Create Harbor benchmark adapters that convert external benchmark datasets into Harbor task format. Use when porting an existing benchmark to Harbor, running parity experiments, registering a dataset to the Harbor registry, or debugging adapter validation failures. Covers: adapter class interface (ge

• assumption-break

  Discover a new research problem by breaking an assumption that the current mechanism depends on.

• assumption-map

  Identify the important assumptions that the current mechanism depends on.

• boundary-push

  Discover a research problem by pushing a method beyond the conditions where it currently works.

• close-loop

  Turn a fixed process into a feedback-driven process.

• contrast

  Discover a candidate mechanism by comparing similar cases with different outcomes.

• counterfactual

  Reveal or test a mechanism by changing one meaningful condition while keeping the rest similar.

• factorize-failure

  Decompose one observed failure into distinct failure mechanisms.

• minimal-experiment

  Design the smallest experiment that can distinguish the current hypothesis from its main alternative.

• missing-mechanism

  Infer the smallest mechanism missing from the current explanation.

• observe

  Extract useful observations from results, traces, examples, errors, papers, or other evidence before explaining them.

• prediction

  Derive an observable prediction from the current mechanism or hypothesis.

• prior-art-falsify

  Test whether a candidate research idea is actually novel by searching for equivalent prior mechanisms.

• reconstruct

  Recover the minimal mechanism that makes an existing method, paper, or result work.

• research-mode

  Route the current research task to useful research skills and execute them through to the requested output.

• transfer

  Transfer a mechanism to another problem with the same abstract structure.

• unfreeze

  Turn a fixed design choice into a variable and ask what it should depend on.