Muhammad Zane A
Community@Mzane0803 · Toronto
幽玄 | Safety & Interpretability @LatentMindsInstitute
Agent Skills by Muhammad Zane A
Showing 167 vetted skills indexed across 1 GitHub repositories.
Mzane0803scientific-brainstorming
Facilitates structured scientific ideation with provenance tracking, adversarial review, and transparent evaluation matrices.
Mzane0803research-lookup
Compile verified scholarly references into structured manuscript research packets using Parallel Search and Extract.
Mzane0803parallel-web
Runs web search, URL extraction, deep research, and data enrichment through the Parallel CLI.
Mzane0803experimental-design
Generates randomization schedules and DOE matrices for planning experiments before data collection.
Mzane0803scientific-schematics
Generate publication-quality scientific diagrams as PNG images via OpenRouter with iterative quality review.
Mzane0803pyzotero
Manage Zotero reference libraries programmatically via the Zotero Web API v3.
Mzane0803database-lookup
Query 78 public database APIs with documented endpoints, pagination, and auditable provenance.
Mzane0803citation-management
Search academic databases, extract metadata, and generate validated BibTeX bibliographies.
Mzane0803scientific-critical-thinking
Evaluate scientific claims, biases, and evidence quality using GRADE and Cochrane frameworks.
Mzane0803markitdown
Convert documents and URIs to Markdown with Microsoft MarkItDown for LLM ingestion.
Mzane0803consciousness-council
Generates multi-perspective deliberations using twelve thinking archetypes with structured synthesis.
Mzane0803exa-search
Search the web and extract URL content using the Exa API with scholarly filtering.
Mzane0803infographics
Generate infographics with Nano Banana Pro using iterative Gemini quality review.
Mzane0803pptx-posters
Generate and audit editable scientific posters as macro-free PowerPoint files from validated local manifests.
Mzane0803research-grants
Write research grant proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC programs.
Mzane0803scientific-writing
Draft and audit scientific manuscripts with evidence provenance tracking and local consistency checks.
Mzane0803paper-lookup
Search 11 academic literature APIs and return results with reproducible provenance.
Mzane0803literature-review
Conduct systematic literature reviews across academic databases with verified citations and PDF output.
Mzane0803scholar-evaluation
Review scholarly works with evidence-traceable rubrics and local JSON quality-control scripts.
Mzane0803latex-posters
Create research posters in LaTeX using beamerposter, tikzposter, or baposter templates.
Mzane0803venue-templates
Prepare journal, conference, poster, and grant documents using venue-specific LaTeX scaffolds and formatting guidance.
Mzane0803scientific-slides
Generate scientific presentation slides as PDF, PowerPoint, or LaTeX Beamer decks.
Mzane0803scientific-visualization
Create and audit publication-ready scientific figures with Matplotlib, Seaborn, and Plotly.
Mzane0803hypogenic
Plans and audits HypoGeniC hypothesis-generation runs with local validation, cost bounds, and split-leakage checks.
Frequently Asked Questions About Muhammad Zane A
FAQPage SchemaWhat tasks can I accomplish with Mzane0803's skills?▼
You can query financial markets (stocks, options, macro series from FRED, BCRA, INDEC), run bioinformatics analyses (RNA-seq, variant surveillance, phylogenetics, pathway enrichment), perform cheminformatics and molecular docking, execute quantum and CFD simulations, and produce literature reviews, citations, posters, and peer-review drafts.
Who are these skills designed for?▼
Quantitative researchers, bioinformaticians, computational chemists, data scientists, and academic authors. Personas include traders needing market data scrapers, single-cell genomics analysts using the scverse ecosystem, medicinal chemists running RDKit or DiffDock, and researchers preparing manuscripts, grants, and systematic reviews.
How do I install and run these skills?▼
Most skills require Python 3.10–3.12+ with uv-based pinned installs (e.g., uv pip install scanpy, polars, rdkit). Many bundled CLIs use only the standard library and run locally without network access; API-backed skills need environment variables such as GI_API_KEY, EXA_API_KEY, or OPENROUTER_API_KEY.
Are these skills free and open source?▼
Yes, the vast majority ship under MIT, Apache-2.0, or BSD licenses at no cost. Exceptions include deepspot-m (PolyForm Noncommercial), rowan (proprietary, API key required), primekg and phylogenetics (unknown license), and some datasets like DepMap (CC-BY-4.0) with their own terms.
What prerequisites and dependencies are required?▼
Core requirements are Python 3.10+ and uv; specific skills add PyTorch, CUDA GPUs (DiffDock, DeepSpot-M), Nextflow with Docker/Singularity for nf-core pipelines, or external accounts (Benchling, DNAnexus, IBM Quantum). Many financial scrapers and public APIs like FRED, INDEC, and SEC EDGAR need no API key.