Build and maintain a Karpathy-style LLM knowledge base — a persistent, compounding wiki of interlinked markdown files that an LLM compiles from raw sources and maintains over…
Generate and update HTML dashboards for LLM usage (Claude, Gemini, Kiro, VS code, Cline, etc). Use when the user wants to visualize their AI coding assistant usage statistics,…
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic r — from…
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic r — from…
Research standards/patterns via MCP Ref. Generates Standards Research for Story Technical Notes subsection. Reusable worker.
Research best practices via MCP Ref/Context7/WebSearch and create documentation (guide/manual/ADR/research). Single research, multiple output types.
Indexes and queries project research graphs backed by hex-research MCP. Use for hypotheses, goals, benchmark runs, evidence depth, derived goal metrics, lineage, generated…
Use when validating Stories, plans, or context through the evaluation platform with mandatory research, parallel evidence lanes, sequential merge, and bounded refinement.
Use when an evaluation run needs mandatory official-doc, MCP Ref, Context7, and current best-practice research with a structured research summary.
Use when an evaluation coordinator needs normalized findings from target artifacts and research evidence.
Use when an evaluation run must merge research, findings, documentation, and repair outputs into one verified result.
Use when coordinating story quality evaluation with mandatory research, worker summaries, agent review, regression evidence, and bounded refinement.
Researches real-world problems, competitor solutions, and customer complaints before test planning. Posts findings as Linear comment for ln-512 and ln-513.
Researches real-world problems, competitor solutions, and customer complaints for a feature domain. Use before test planning to ground tests in actual user pain points.
Use when auditing project documentation through the evaluation platform with mandatory research, coordinated audit workers, and structured summaries.
Use when auditing the codebase through the evaluation platform with mandatory research, coordinated domain audit workers, and structured summaries.
Use when auditing architectural patterns through the evaluation platform with mandatory best-practice research, coordinated pattern workers, and structured summaries.
Use when auditing persistence and runtime performance through the evaluation platform with mandatory research, coordinated data-layer workers, and structured summaries.
Researches competitive benchmarks and generates optimization hypotheses for identified bottlenecks. Use after profiling.
Use when validating optimization plans through the evaluation platform with mandatory research, parallel agent evidence, sequential merge, and bounded refinement.
Use this bioinformatics data analysis skill to construct a database-driven lncRNA-mRNA regulatory network from target lncRNA and/or gene lists by projecting shared miRNA evidence…
Run bioinformatics analyses using Lobster AI - single-cell RNA-seq, bulk RNA-seq, literature mining, dataset discovery, quality control, and visualization.
Multi-cycle deep research using locally-hosted LDR (Local Deep Research) service. Use when user asks for comprehensive research with citations, literature reviews, competitive…
Use when the user asks to find local events, collect things happening in a city, clean event listings, dedupe events, verify dates, links, prices, locations, availability,…
Build a searchable Asta document index from a collection of local PDF files. Use when the user asks to "index these PDFs", "put these PDFs into an Asta index", "index these PDFs…
When the user wants to localize their App Store listing for international markets. Also use when the user mentions "localization", "translate my app", "international markets",…
Deploy a personalized, neurochemically primed 90-minute focus mapping protocol grounded in cognitive neuroscience and behavioral performance.
Map GWAS loci to ranked candidate genes using a deterministic multi-skill chain (EFO -> GWAS -> coordinates -> Open Targets L2G/coloc -> eQTL -> burden/coding context), w — from…
Analyze log files to troubleshoot errors, identify peak error periods, and produce error clustering, frequency statistics, and time distribution reports.
Zaznamenává kroky rešerše do reserse.md. Používá se po přidání zdrojů přes Scholar nebo pro synchronizaci existujících zdrojů ze Zotera.
Sonn- Feiertag- und Nachtarbeitszuschlaege § 3b EStG. Anwendungsfall Lohnabrechnung mit Schichtzuschlaegen Gastronomie Pflege Sicherheitsdienst LSt-Freiheit SV-Freiheit i — from…
Lomb-Scargle periodogram for finding periodic signals in unevenly sampled time series data. Use when analyzing light curves, radial velocity data, or any astronomical time series…
Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques.
Long-Covid/Post-Covid und Erwerbsminderung: Leistungsvermögen unter 3/6 Stunden, Fatigue, PEM, neurokognitive Defizite, Reha-Bericht, Gutachtenkritik: Long-Covid/Post-Covid und…
Sustained objectives via long_task / complete_goal — idempotent goal wording, project-style modular work, early web/doc research, Runtime Context metadata.
[BETA] Deep research that actually reads pages instead of summarizing search results. Tell it how long to research (10 min, 2 hours, all night) and it works the full duration —…
Earnings analysis — pre- and post-earnings. Pre-earnings preview: prior-guidance review, recent-events tracking, last call's Q&A, and a key-things-to-watch framework for an…
Pairs trading / statistical-arbitrage strategy via Longbridge Securities — tests cointegration between two correlated assets using the Engle-Granger (ADF) method, computes the…
Quantitative strategy frameworks: pairs trading/cointegration, volatility regime strategies, seasonality/calendar effects, multi-factor models (IC/IR), factor research and…
Institution ratings, consensus price targets, EPS/revenue forecasts, finance calendar, shareholder data, fund holders, insider trades (SEC Form 4), short interest, industry…
Map repository or module structure. Use when unfamiliar code, architecture, ownership, call paths, module boundaries, or repeated packet context discovery needs an accepted atlas,…
Use when an operator's rough product, engineering, workflow, research, or opportunity idea lacks clear problem, audience, constraints, success criteria, direction, or next Core…
Preserve reusable investigations. Use when compatibility, framework/library behavior, tradeoffs, rejected options, null results, performance/security/migration evidence, or…
Turn a repeatable task into a bounded, evidence-driven agent loop. Use when Codex needs to decide whether a task merits a Goal, Loop, Automation, or AutoResearch pattern; define a…
Search and analyze lost bitcoins - find old inactive wallets, analyze dormant addresses, track ancient coins and research forgotten wealth on the Bitcoin blockchain.
Use when after generating an ensemble of 3D conformers via RDKit conformation sampling, when you need to reduce the conformer set size before expensive quantum-chemical…
Bauueberwachung nach HOAI LPH 8 für Tunnelbauwerke im Spritzbetonvortrieb — Vortriebsklassen und Spritzbeton-Gueteklassen nach DIN EN 14487 und ZTV-ING, Konvergenzmessprogramm und…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode.
A/B test design — produce an experiment spec with hypothesis, primary metric, MDE, sample size, run time, and decision rule.
Use when you have a set of observed m/z values extracted from a Cardinal MSImagingExperiment object, raw LC-MS data, or similar high-throughput MS dataset, and you need to assign…
Use when when you have generated multiple 3D conformations for a molecule or set of ionized adducts (e.g., via RDKit) and need to retain only the most energetically favorable…
Use when you have molecular descriptors or fingerprints for a set of compounds (e.g., from LC-MS metabolomics) and need to predict a continuous property—such as HPLC retention…
Use when your metabolomics analysis pipeline requires CCS value prediction for ion-mobility mass spectrometry data, you have access to a curated training set of known metabolites…
Use when user asks to research, investigate, analyze, find out, explore, examine, audit, or evaluate something — structured multi-source research with consulting, doc search, web…
Generate publication-ready figures and visual abstracts for medical research papers. Supports ROC curves, forest plots, CONSORT/STARD/PRISMA flow diagrams, calibration plots,…
LaTeX 模板高保真优化器，支持任意 LaTeX 模板的样式参数对齐、标题文字对齐、标题格式对比（加粗）、HTML 可视化报告、LaTeX 自动修复建议和像素级 PDF 对比验证 — from majiayu000/claude-skill-registry
Scaffold a substantive human-readable design doc (spec / plan / ADR / report / PR explainer) as native HTML using the workspace's canonical Broomva dark theme.
Use when when deploying a complex bioinformatics pipeline (e.g., HiC-Pro) that depends on multiple external tools with version constraints (samtools ≥1.9, bowtie2, R packages,…
Research project management for medical manuscripts. Scaffold project structure, track writing progress across phases, maintain project memory files, generate submission…
Assist with Harness Service Reliability Management (SRM) tasks that the MCP server currently supports: pulling recent deployments for incident correlation, generating on-call…