Two-stage paper screening - abstract scoring then deep dive for specific data extraction
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic r — from…
Save a short citable evidence snippet with source and note. Use when gathering facts for research tasks, saving claims for final answers, or building citation chains.
Erstellt strukturierte Evidenz-Matrizen für akademische Schreibprojekte im Elicit-Research-Table-Stil.
Design and run lean experiments — hypothesis, cheapest test, success criteria, decision. Use when you need to validate before you build.
Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment…
Use when about to declare verdict='supported' on any experiment in a quant-research project (mandatory co-gate with bug_review; both must pass).
Best practices for designing reproducible ML experiments. Use when planning ablations, baselines, or controlled experiments.
A/B testing, randomization, sample size calculation, confounding control, and causal inference for data science.
Experimental design principles for scientific inquiry. Covers variable identification and control, control groups (positive and negative), randomization, blinding, sample size and…
Do experiment-driven research (hypotheses → minimal repros → evidence) and continuously improve research skills + tooling.
Expert-level guidance for creating high-quality Claude Code skills. Use alongside Anthropic's skill-creator when creating new skills, improving existing skills, or needing…
Evaluates and improves the exploration-cycle skills, prompts, routing, and artifact quality using baseline-first, one-hypothesis iteration loops with keep-discard decisions and…
Extracts materials-synthesis recipes from free-form text (papers, abstracts, lab notes) into a strict JSON schema.
Extracts and documents design tokens (colors, typography, spacing, shadows, etc.) from Figma designs. Updates the "デザイントークン" section in screen spec.md.
Extracts interaction specifications from Figma designs (hover states, transitions, animations, triggers). Updates the "インタラクション" section in screen spec.md.
Extracts interaction specifications from Figma designs (hover states, transitions, animations, triggers). Updates the "インタラクション" section in screen spec.md.
MiCA-Verordnung VO (EU) 2023/1114 Art. 16-21 Lizenzierung von Stablecoin-Emittenten (Asset-Referenced Tokens ART und Electronic Money Tokens EMT) bei BaFin.
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HN — from…
Use this whenever a user wants to add a new feature or explitly states to research a feature/API or building a plan for a new feature.
Reads a paper figure by figure before re-integrating the full narrative, so the user can identify the core findings quickly and check whether each visual actually supports the…
Use figure reference checker for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Fill institutional Word form templates (.doc/.docx) for IRB protocols, ethics applications, grant proposals, and other structured research documents while preserving the original…
Use when targeting 《金融监管研究》(Financial Regulation Research — 原中国银监会 2012 年创办、不收任何费用的金融监管专业学术月刊) or deciding whether a Chinese finance manuscript fits this regulation-focused venue.
Use whenever the user wants to find, shortlist, vet, or enrich US management consultancies — strategy, operations, executive coaching, leadership development,…
Programmatic Firecrawl usage, self-hosted operations, academic paper routing, recursive deep research, and raw corpus persistence.
Ultimate system design superbrain — Research-Plan-Implement protocol, INVARIANTS contracts, sprint decomposition.
Market research and competitive intelligence pack. Competitive analysis, market sizing, financial benchmarking, web research, report generation, and competitive monitoring.
First-time Triptych setup — creates user config, recommends settings, gives a quick tour. Also handles stage-2 goal elicitation on every new session (seed research state, prime…
Family Medicine Residency Excel-based scheduling. Use when working with academic year block schedule spreadsheets to assign faculty half-days (C, GME, DFM) and resident half-days,…
Manage the full Freedom of Information Act (FOIA) and state public records request lifecycle — intake form generation, agency-specific portal routing (FOIA.gov, FBI eFOIA, USCIS,…
Use when justifying technical debt to executives, calculating the cost of quality issues, translating tech metrics to business language, or planning quality budgets - uses…
Use when assessing team resilience, planning for developer departures, calculating bus/truck factor, identifying knowledge silos, or evaluating organizational risk - maps code…
Citation discipline for AI-generated outputs. When to cite, what counts as a verifiable citation, URL + quote + file-path verification, marking inference vs fact, what NOT to…
Use when formatting academic papers, thesis, or reports in Typst using the local GOST template. Use when you need the correct macros for tables, figures, equations, listings,…
Structure and derive research formulas when the user wants to 推导公式, derive a theory line, build equations from a problem statement, clarify assumptions, separate formal derivation…
A practical, jargon-free guide to functional programming - the 80/20 approach that gets results without the academic overhead
A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library.
Query FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources. Access GDP, unemployment, inflation, interest rates, exchange rates, housing,…
Perform complex, long-running research tasks using Gemini Deep Research Agent. Use when asked to research topics requiring multi-source synthesis, competitive analysis, market…
Delegates large-context code analysis to Gemini CLI. Use when analyzing codebases, tracing bugs across files, reviewing architecture, or performing security audits.
Generates complete phenotype-scoring bioinformatics research designs for any disease context and any user-defined phenotype, pathway, process, signature, or molecular pro — from…
Legal research and statement drafting for German law (Deutsches Recht). Specializes in tenancy/rental law (Mietrecht), property management (Immobilienverwaltung), operating cost…
Execute git commit with conventional commit message analysis, intelligent staging, and message generation.
Help address review/issue comments on the open GitLab MR for the current branch using glab CLI. Use when the user wants help addressing review/issue comments on an open GitLab MR
Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
Manages GitLab branches. Use for listing, creating, deleting, or querying branches in projects. Triggers: branch operations, git branching.
Configures GitLab CI/CD pipelines using .gitlab-ci.yml with Auto DevOps templates, includes, and the GitLab Container Registry.
Gitlab Ci Basics - Auto-activating skill for DevOps Basics. Triggers on: gitlab ci basics, gitlab ci basics Part of the DevOps Basics skill category.
Optimizes GitLab CI/CD cache configurations using the GitLab Pipelines API v4 and cache:key:files directive analysis.
Debug and monitor GitLab CI/CD pipelines for merge requests. Check pipeline status, view job logs, and troubleshoot CI failures.
Pipelines GitLab CI/CD — stages, jobs, runners, artifacts, environments et Auto DevOps. Se déclenche avec "GitLab CI", "gitlab-ci.yml", "pipeline GitLab", "runner GitLab" — from…
GitLab CI Integration is built around GitLab DevSecOps platform. The underlying ecosystem is represented by gitlabhq/gitlabhq (24,276+ GitHub stars).
Optimizes GitLab CI/CD merge trains via the GitLab REST API v4 (/api/v4/projects/{id}/merge_trains). Analyzes pipeline durations, identifies bottleneck stages, and recommends…
Comprehensive GitLab CI/CD pipeline patterns for automated testing, building, and deployment.
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation.
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation.
Calculates CI/CD spend using the GitLab REST API v4 pipelines and jobs endpoints. Tracks runner minutes by project, estimates cost per pipeline via GitLab compute minute pricing,…
Estimates CI/CD pipeline costs by querying the GitLab REST API v4 for job durations, runner types, and compute minutes.
Debugs failed GitLab CI/CD pipelines by parsing .gitlab-ci.yml and fetching job logs via GitLab REST API v4.