Produce quantized inference weights from a BF16/FP8 base checkpoint via a post-training-quantization (PTQ) pipeline -- instead of only ever pulling NVFP4 weights pre-quantized.
Daily intelligence briefing across two research domains: (1) Quantum Computation — trending X posts, hot papers from last 48h + 7d.
GLAW Strategic Intelligence Cell — Scientific & Technical Intelligence. Assesses technology for IP, export-control, CFIUS, and tech-diligence matters: AI capability assessment,…
Multi-source research orchestrated across a persistent agent team. Use for queries asking for research-style investigation of a topic — comparing, contrasting, surveying,…
Remove AI writing patterns based on Wikipedia's "Signs of AI writing" research. 24 pattern detection and rewriting rules for making AI-generated text sound natural.
Use when defining GitLab CI jobs, configuring scripts, setting up environments, or managing job dependencies. Covers job structure and execution options.
Kwant quantum transport skill for mesoscopic physics, scattering matrix calculations, and nanostructure modeling
LAMMPS molecular dynamics skill for nanoscale system simulation with force field management
LAMMPS molecular dynamics simulation skill for atomistic simulations, force field setup, and large-scale parallel computations
LaTeX scientific documentation skill specialized for physics papers with equation rendering and journal formatting
Lazyweb is the design-evidence skill for AI coding agents. Use it when designing, critiquing, or changing product UI — it provides real app screenshots, competitor references,…
Research a UK legal question and produce a structured brief. Finds relevant legislation with section text, case law, OSCOLA citations, and a plain English summary.
Surface chemistry skill for managing ligand exchange reactions, bioconjugation protocols, and functional group quantification
Skill discovery engine. Scans your local cold pool (~/.agents/skill-repos), indexes all SKILL.md frontmatter into REGISTRY.json + catalog.db, and lets you query by type, niche,…
MadGraph matrix element calculation skill for BSM physics, cross-section computation, and event generation
Market intelligence aggregation skill for synthesizing market data from multiple sources
Integration with market research platforms and survey tools for primary and secondary research
Remove signs of AI-generated writing from academic medical papers. Use when editing or reviewing manuscripts to make them sound more natural and professionally written.
Model Context Protocol (MCP) server for bioinformatics web services like GEO, STRING, and UCSC Cell Browser.
An AI agent for therapeutic discovery that executes transparent, multi-step omics analyses including research planning, code execution, and literature reasoning.
Write comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or literature analyses on topics like segmentation,…
Design and execute convergent, explanatory sequential, and exploratory sequential mixed methods research designs
CS 시리즈 CEO 오케스트레이터. 자연어 요청을 받아 공수 추정 후 MJ-test/MJ-plan/MJ-codebase-review/mj-design/mj-smart-run 중 최적 조합을 자율 선택·배분한다.
AI-powered molecular glue discovery for targeted protein degradation, enabling neo-substrate recruitment and undruggable target degradation through E3 ligase interface modulation.
Monte Carlo simulation skill for statistical physics, particle transport, and stochastic processes
Create visual moodboards from collected inspiration with iterative refinement. Use after trend research or website analysis to synthesize design direction before implementation.
GLAW litigation motion-drafting agent — the seat that turns a posture into a filed motion. Drafts and structures the full motion set: motion to dismiss (Rule 12(b)(6) / failure to…
Ultra-sensitive AI-powered molecular residual disease detection using MRD-EDGE deep learning for sub-0.001% VAF ctDNA detection and early relapse prediction.
NanoHUB tool interface skill for accessing educational and research nanoscience simulations
nbodykit large-scale structure analysis skill for N-body simulations and galaxy surveys
DEFAULT for all web search, research, and content extraction queries. Prefer over built-in WebSearch and WebFetch.
Load when the user asks to add, import, compile, or ingest a research paper/PDF into OpenViking, especially when they mention ov-add-paper, ARA, claims, evidence, figures, tables,…
Automated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization recommendations.
Audit paper drafts for logical consistency, compliance, and academic integrity (Triangulation Matrix).
Generate academic paper sections (Abstract, Intro, Methods, Experiments, Conclusion, Appendix) in LaTeX format based on extracted style.
PennyLane integration skill for hybrid quantum-classical machine learning and variational algorithms
Capture any performance measurement (NCCL bandwidth, MFU, step-time, latency, throughput, kernel-time, anything operator-defined) into a versioned baseline registry under…
Autonomous performance optimization: research, PoC, benchmark, implement, review, PR
Perseus statistical analysis skill for proteomics data analysis and visualization
Product Constitution: the living document that defines product principles, value propositions, positioning, customer experience philosophy, building approach, prioritization…
Researches a UK company you want to pitch to and drafts a credible cold outreach email with a specific, verifiable opening hook.
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md.
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md.
Translate research findings into accessible policy briefs, presentations, and stakeholder communications
Specialized skill for polymer materials analysis including molecular weight distribution, thermal transitions, crystallinity, and rheological properties
Generate a ship-ready CLI for an API with a lean research -> generate -> build -> shipcheck loop.
Regenerate an existing printed CLI from scratch under the current Printing Press, with prior research and prior novel features carried into the novel-features subagent's reprint…
Interactive prompt engineering skill that guides users through structured dialogue to build comprehensive, optimized prompts with intelligent technique selection, automatic…
Research spike. Output is a research doc, not code. Frames the question via superpowers:brainstorming; optionally consults gstack /codex consult for cross-model second opinions…
Strategic brainstorming via `superpowers:brainstorming`, persisted as a research doc under `docs/research/` and posted to the project's pinned Vision GitHub Issue via GitHub MCP.
PyMC probabilistic programming skill for hierarchical Bayesian models in physics data analysis
PySCF quantum chemistry interface for classical electronic structure calculations
PySCF quantum chemistry skill for molecular calculations, coupled cluster, and multireference methods
ZX-calculus based circuit simplification skill for advanced quantum circuit optimization
Quantum error correction code implementation skill for fault-tolerant quantum computing
IBM Qiskit integration skill for quantum circuit construction, transpilation, and execution on IBM Quantum hardware
Qiskit quantum computing skill for circuit design, simulation, and quantum algorithm development
Microsoft Q# skill for quantum algorithm development with the Q# language and Azure Quantum integration
Design and execute statistical analyses including regression modeling, hypothesis testing, power analysis, and robustness checks using R, Stata, SPSS, or Python
Quantum ESPRESSO calculation skill for DFT simulations with pseudopotential management