PaperTrace Skills package repeatable research practice into inspectable workflows. Use the built-in publishing skills, or connect a larger skill library when the task needs specialist execution.
Turn a research paper into a bilingual explanation with formula walkthroughs, concrete examples, connections and an interactive demo.
Installed · .agents/skills/papertrace-deep-dive
Collect recent work, identify why it matters, label one editor's pick and publish a compact bilingual digest.
Installed · .agents/skills/research-signal-curator
Find the week's connecting idea instead of listing links, then group 5–10 papers around one emerging narrative.
Installed · .agents/skills/weekly-research-narrative
An installed MIT-licensed workflow for hypotheses, literature review, baseline reproduction, leak-free experiments, multi-seed analysis and evidence-backed writing.
Toadoum/ai-research-skill · Installed · source + scripts inspected
A collection is admitted only when its source, license, install path and execution boundary are visible. Large catalogs stay behind a router instead of flooding every prompt.
1,060 public operating skills · 170 repositories · 14 families
A routed repository-skill graph for ML, data, evaluation, retrieval, vision, generation, MLOps and scientific computing. The router loads only the relevant fragment.
Inspect source ↗Hypothesis → experiment → paper
Installed project-locally after inspecting the full manifest and both deterministic Python helpers. It writes only experiment scaffolds and an explicit lessons log.
Inspect source ↗7 connected skills · exploration to integrity audit
A source-checked suite for topic exploration, literature surveys, experiment packages, paper writing, mind maps and integrity audits. Listed for selective review; not installed wholesale.
Inspect source ↗156 skills · databases, packages and scientific workflows
Broad cross-domain coverage with unusually explicit boundaries for evidence, ethics, clinical use and local deterministic helpers. Individual skills still require inspection before installation.
Inspect source ↗Curated directory · science, medicine, finance and data
A discovery index pointing to skills from many upstream projects. It is useful for breadth, but each linked skill keeps its own license and trust boundary.
Inspect source ↗A small routing layer chooses a scoped, source-backed workflow. The workflow produces an artifact, then verification gates decide whether it can be published.