Deep technical assistant for projects that combine Neural Quantum States (FFNN and Transformer-based) with Sample-based Quantum Diagonalization (SQD).
Scaffold an affirmation (CPLR 2106) or affidavit (CPLR 2309) for a New York court filing. Triggers include 'draft an affirmation', 'New York affidavit', 'CPLR 2106 affirmation',…
Use this skill when the user discusses experiment design, ablations, training runs, evaluation, baselines, metrics, failures, or result interpretation that should be logged into…
Use this skill when the user wants to repair or strengthen Obsidian wikilinks among existing canonical project notes, especially across papers, knowledge notes, experiments,…
This skill should be used when the user asks to start a new research project, import an existing code-plus-Markdown repository into Obsidian, or bind the current repository to a…
This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an existing research repository into Obsidian, keep project…
Use this skill when the user is discussing daily research work, TODOs, plans, standups, meetings, milestones, or general project progress that should be reflected in Obsidian…
Use this skill to build academic-style .docx output: journal / conference / thesis chapters carrying formal citation style (APA, Chicago, IEEE, MLA), numbered equations, figure &…
Use this skill for meme/打狗/alpha token research on pump.fun and similar launchpads: scanning new token launches, checking developer reputation/开发者信息/dev launch history/has this…
This skill should be used as the entry gate for build/create/implement requests. Triggers on "build X", "create Y", "implement Z", "add feature", "try both approaches", " — from…
ALWAYS invoke FIRST on ANY "build/create/implement/add feature" request. This skill WRAPS brainstorming - it decides the approach.
Reference documentation for the Open Souls paradigm—the functional programming approach to AI souls that Claudicle implements.
Use this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet URLs, and read size or…
This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation,…
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works — from…
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works — from…
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works — from…
Use this skill for "search for papers", "find citations", "look up a DOI", "get BibTeX", "download PDF", "convert PDF to markdown", "find canonical papers", "convert identifiers",…
Distill organizational design artifacts into an operational agent primer — a concise, agent-consumable AGENT-PRIMER.md encoding identity, values, boundaries, and quality standards…
Use this skill to cite, apply, or research Oregon civil law. Triggers include "ORCP 21", "ORCP 43", "ORCP 46", "ORCP 47", "ORCP 71", "Oregon civil rules", "OEC 803", "OEC 901",…
Build and save a structured organizational genome — 7 markdown files across identity, decision architecture, and quality standards directories in $HOME/.ai-first-kit/ — that…
Stateless evaluation engine that scores and gates skill improvement iterations using headless Python evaluation scripts.
This skill should be used when the user wants to evaluate open-source packages before building something from scratch, assess library maturity and license compatibility, or get…
Run an overnight autonomous B-vs-C parallel insight-discovery workflow that surfaces ah-ha findings from data for a client.
This skill should be used when opening a website, researching current documentation, testing a web UI, taking browser screenshots, interacting with a signed-in site, or diagnosing…
Guides the use of the PacketVoyage MCP server (research_host, analyze_voyage_text, voyage_investigate, run_protocol_experiment, list_known_iata_airports) for educational network…
This skill should be used when the user asks to "create a packmol input", "pack molecules with packmol", "solvate a protein", "build an initial configuration", "setup molecular…
Scrape Amazon product data using Pangolin APIs. Use this skill when the user wants to: look up Amazon products by ASIN, search Amazon by keyword, check bestsellers/new re — from…
Scrape Amazon product data using Pangolin APIs. Use this skill when the user wants to: look up Amazon products by ASIN, search Amazon by keyword, check bestsellers/new re — from…
This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper — from…
Find source code implementations and GitHub repositories for academic AI/ML research papers. Use this skill whenever a user asks for the code, repository, huggingface, or…
Produce publication-grade figures for scientific papers — reproducible matplotlib/seaborn data figures and original TikZ method/framework/architecture figures, held to a four-axis…
Discover recent arXiv papers matching a research profile and generate Obsidian-compatible Markdown notes.
Chinese-user variant of the paper-reader skill. Use this skill whenever a Chinese-speaking user asks about research papers, academic literature, technical concepts from papers,…
Read a research paper end to end and produce a single Heilmeier-style analysis that doubles as both summary and critique.
End-to-end AI-assisted workflow for taking analysis findings and producing a publication-ready manuscript reference document.
Act as a critical scientific paper reviewer. Use this skill whenever the user shares paragraphs, sections, or excerpts from an academic paper and wants feedback on logic, clarity,…
This skill should be used when the user asks to "найди новые статьи", "поищи свежие статьи по моей теме", "scan for new papers", or wants a library-aware arXiv shortlist written…
This skill should be used when user asks to "search for papers", "find research papers", "search arXiv", "search PubMed", "find academic papers", "search IEEE", "search Scopus",…
This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", or mentions…
Agents should invoke this skill for academic or technical papers, arXiv/PubMed/IEEE/ACM links, PDFs, methodology review, limitations, practical implications, or extracting…
Use when testing code, skills, commands, or configs through mental execution — trace logic line-by-line with concrete values to find bugs, logic errors, edge cases, contract…
Verifies whether a scientific or biomedical claim is actually supported by the cited original papers rather than by citation drift, overstatement, selective citation, or…
Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files.
Create academic and research presentations using the パラグラフテンプレート (paragraph template) — a custom 4:3 slide template with topic-header/message/supporting-content structure.
AI-powered deep research using Parallel AI APIs for chat, research reports, entity discovery, and data enrichment.
All-in-one web toolkit powered by parallel-cli, with a strong emphasis on academic and scientific sources.
Use this skill when a Director of Partner Development or Business Development Manager needs to identify, research, qualify, and pitch strategic partners — including Big 4…
Generates complete programmed-cell-death (PCD) / regulated-cell-death (RCD) bulk-transcriptome oncology research designs from a user-provided disease and mechanism theme — from…
Use this skill to extract and analyze large PDFs (3MB-10MB+) with minimal token usage. Preserves ~100% of content while achieving 12-103x token reduction through local extraction,…
This skill enables Claude to automatically detect performance regressions in a CI/CD pipeline. It analyzes performance metrics, such as response time and throughput, and compares…
This skill should be used when the user says \"researcher mode\", \"organize my research\", \"write up my notes\", \"track my research data\", \"share my findings\", \"request a…
Smart product research assistant using the Diamond Search methodology (7 specialized agents across 3 layers).
Pharmacokinetics Profile Builder - Build a PK profile: FDA pharmacokinetics, clinical pharmacology, dosage info, and molecular properties.
3D PhysX collision and trigger diagnostics for MonoBehaviour-based Unity projects. Primary scope: OnCollisionEnter / OnTriggerEnter not firing, objects passing through each other,…
Structured research-plan-implement workflow for non-trivial tasks. Researches the codebase deeply and writes findings to a persistent file, then produces an annotatable…
Experimental HTML variant of `plan-repl`. Same research → plan → annotate → implement workflow, but each phase produces an interactive HTML page instead of a markdown file — with…
Resume an in-progress `plan-repl` task from its persisted files. Reads `tasks/{task-name}/research.md`, `plan.md`, and `todo.md`, cross-references them against the current…
This skill should be used when the user asks to "plot data", "make a plot for a paper", "make a publication plot", "create a journal-quality plot", "matplotlib for a figure", "use…
Stress-test a design, flow, or PRD section by simulating how a specific persona would walk through it step by step.