413 skills found · Page 3 of 14
wanshuiyin / gemini-searchSearch research papers via Gemini for broad literature discovery
wanshuiyin / openalexSearch academic papers via OpenAlex API for open citation data, institutional affiliations, and funding information
wanshuiyin / idea-creatorGenerate and rank research ideas given a broad direction
wanshuiyin / arxivSearch, download, and summarize academic papers from arXiv
wanshuiyin / auto-review-loopAutonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it uses Codex, while explicit external reviewer overrides remain available.
wanshuiyin / novelty-checkVerify research idea novelty against recent literature
wanshuiyin / comm-lit-reviewCommunications-domain literature review with Claude-style knowledge-base-first retrieval
wanshuiyin / research-litSearch and analyze research papers, find related work, summarize key ideas
AgriciDaniel / autoresearchRun a bounded, source-grounded research loop, draft a cited dossier, and optionally propose a separately reviewed canonical vault merge
Orchestra-Research / tensorboardVisualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Google's ML visualization toolkit
Orchestra-Research / fine-tuning-serving-openpiFine-tune and serve Physical Intelligence OpenPI models (pi0, pi0-fast, pi0.5) using JAX or PyTorch backends for robot policy inference across ALOHA, DROID, and LIBERO environments
Orchestra-Research / presenting-conference-talksGenerates conference presentation slides (Beamer LaTeX PDF and editable PPTX) from a compiled paper with speaker notes and talk script
Orchestra-Research / evaluating-cosmos-policyEvaluates NVIDIA Cosmos Policy on LIBERO and RoboCasa simulation environments
Orchestra-Research / moe-trainingTrain Mixture of Experts (MoE) models using DeepSpeed or HuggingFace
Orchestra-Research / ara-compilerCompiles any research input — PDF papers, GitHub repositories, experiment logs, code directories, or raw notes — into a complete Agent-Native Research Artifact (ARA) with cognitive layer (claims, concepts, heuristics), physical layer (configs, code stubs), exploration graph, and grounded evidence
Orchestra-Research / ara-rigor-reviewerPerforms ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidence relevance, falsifiability, scope calibration, argument coherence, exploration integrity, methodological rigor) and producing a constructive, severity-ranked report with a Strong A…
Orchestra-Research / pytorch-fsdp2Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload config, and distributed checkpointing
Orchestra-Research / brainstorming-research-ideasGuides researchers through structured ideation frameworks to discover high-impact research directions
Orchestra-Research / creative-thinking-for-researchApplies cognitive science frameworks for creative thinking to CS and AI research ideation
HKUSTDial / drawio-reconstructionReconstructs reference images into high-fidelity, editable Draw.io files with rendered previews: native Draw.io elements carry text and structure, SVG covers simple icons that match the reference, and cropped or transparent PNGs preserve complex visuals
HKUSTDial / idea-evaluatorEvaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronger, Cheaper, Broader) plus idea-lifecycle and student-capability matching, paradigm-shift probing, and a fatal-flaws audit. Returns a reviewer-style verdict; non-STEM ideas route to substitute frameworks
HKUSTDial / paper-writerDrafts publishable paper prose from the author's own materials, from a single paragraph to a full manuscript, across STEM and non-STEM fields.
HKUSTDial / deep-researchRuns a deep, survey-grade literature investigation on a research topic: freezes research questions, searches from multiple adversarial perspectives, verifies every citation, synthesizes evidence into a MECE taxonomy with in-sentence cross-comparison, and answers the research questions in an evidence…
HKUSTDial / tech-paper-templateStructures a technical paper's full logical skeleton using a thinking-template table (research background, limitations, key idea or goal, challenges, methodology modules, contributions), positions the paper as Technique or New Problem/Setting, and runs a four-point self-consistency check
lijigang / ljg-paperExplain research papers to readers without a specialist background: what the paper studies, what the authors contribute, how the findings follow, and what the evidence does not establish.
trailofbits / crypto-protocol-diagramExtracts protocol message flow from source code, RFCs, academic papers, pseudocode, informal prose, ProVerif (.pv), or Tamarin (.spthy) models and generates Mermaid sequenceDiagrams with cryptographic annotations
tech-leads-club / the-juryUse when a question, decision, plan, tradeoff, or claim needs a rigorous verdict and one perspective is not enough. Spawns a panel of 3 to 5 subagent jurors that form independent blind opinions, deliberate anonymously under an anti-anchoring and anti-sycophancy protocol, and return one committed ver…
tech-leads-club / learning-opportunitiesFacilitates deliberate skill development during AI-assisted coding. Offers interactive learning exercises after architectural work (new files, schema changes, refactors)
deanpeters / company-researchCreate a company research brief with executive quotes, product strategy, and org context
deanpeters / proto-personaCreate a proto-persona from current research, market signals, and team knowledge
