Generate ONE reviewer-defensible, implementable research idea with a concrete method and falsification plan from a stated research direction. Use when the user asks for a research idea, novelty analysis, bottleneck diagnosis, or paper-shape suggestion. Skip code review, debugging, and unconstrained brainstorming…
Extract a research paper PDF into a structured set of poster-agnostic assets reusable by any downstream renderer (paper2poster, paper2blog, paper2audio, paper2video). Produces a / containing the paper's full text (assets/meta/text.txt), per-figure captions (assets/meta/captions.json), cleaned figure rasters…
Render a pre-extracted paper's structured 9-section spec (paperspec.md) into a single-page HTML academic poster, fit the layout to the page via an iterative measured-fill loop, and export it to print-ready PDF + PNG thumbnail. Requires the upstream paper2assets skill to have produced an output bundle with…
Use only the current SciAtlas automated review workflow (reviewpipeline) to take a novice user from zero setup to a final automated review of a research idea or paper, including setup, registration guidance, workflow configuration, retrieval, artifact reading, and synthesis. Trigger when the user asks whether an idea…
Use only the current SciAtlas multi-step idea-generation workflow (sciatlasideagen) to take a novice user from zero setup to final literature-grounded research idea seeds, including setup, registration guidance, workflow configuration, KG retrieval, artifact reading, novelty checking, and synthesis. Trigger when the…
Use only the current SciAtlas literature-review workflow (literaturereviewpipeline) to take a novice user from zero setup to a final evidence-grounded survey outline, paper map, or literature review, including setup, registration guidance, workflow configuration, SciAtlas backend retrieval, artifact reading, and…
Idea Darwin Engine — an automated idea iteration system that evolves raw ideas through structured competition and selection. Imports ideas from ideas.md, structures them into scored cards, then runs iterative rounds of deepening, derivation, crossbreeding, critique, and validation to surface high-potential ideas. Use…
A Japanese-language idea-development system based on repeated rounds of deepening, combining, and changing ideas. It is started with the /idea-darwin command.
A Chinese-language system for developing ideas through structured competition and selection. It turns ideas from ideas.md into scored cards, then iterates on them through deepening, branching, combining, criticism, and validation.
Use when the user asks for an idea generator, conceptual crossbreeding, mutation, evolution, recombination of existing ideas, or novel concepts derived from unlike sources; also use for follow-ups that evolve, cross, or lock elements of previously generated ideas. Do not trigger for generic brainstorming with no…