Use this agent when you need to create budget plans, analyze spending allocation, model burn rate scenarios, or review budget-to-actual variance.
Calculate precise buffer recipes with accurate mass and volume measurements for molecular biology and biochemistry.
Recherchiert gruendlich die oeffentlich bekannten Bugs, Fallen und Workarounds eines technischen Bereichs und erstellt daraus einen kuratierten Bug-Almanach in…
Preserve discovered bugs as durable BUGS.md entries with reproduction steps, expected behavior, hypothesis, status, verification, and resolution.
Reproduce bugs and gather evidence for root cause analysis. Use when investigating a bug report to confirm reproduction and collect detailed information about the failure.
Bugcrowd-specific reporting tactics complementing report-writing: VRT category search-and-fallback strategy when no exact match exists, manual severity override when VRT defaults…
Build a fully simulated API from an OpenAPI spec using Counterfact. Generate the initial scaffold, research the real API's behaviour, implement stateful context classes, write…
Load automatically when planning, researching, or implementing Medusa Admin dashboard UI (widgets, custom pages, forms, tables, data loading, navigation).
Use when creating reusable GitLab CI/CD configurations, building component catalog entries, or packaging pipeline templates for sharing - provides systematic guide following…
Router for 3D building game mechanics in Three.js. Use when creating survival games, sandbox builders, base builders, or any game with player-constructed structures.
Constructs stat arb strategies with pair selection, signal generation, and portfolio optimization under market neutrality constraints.
Load automatically when planning, researching, or implementing Medusa storefront features (calling custom API routes, SDK integration, React Query patterns, data fetching).
Builds live parameter tuning panels as floating developer overlays with sliders, toggles, color pickers, dropdowns, and spring controls wired to app values for real-time visual…
Load automatically when planning, researching, or implementing ANY Medusa backend features (custom modules, API routes, workflows, data models, module links, business logic).
Guide Claude through omicverse's bulk RNA-seq DEG pipeline, from gene ID mapping and DESeq2 normalization to statistical testing, visualization, and pathway enrichment.
Use when generating multiple curriculum-aligned concept files in parallel (5+ concepts) - researches curriculum, creates concept list, spawns parallel generation agents,…
Guide Claude through omicverse's bulk RNA-seq DEG pipeline, from gene ID mapping and DESeq2 normalization to statistical testing, visualization, and pathway enrichment.
End-to-end bulk RNA-seq orchestrator — takes raw FASTQ reads through QC and trimming (FastQC, fastp/Trim Galore), alignment and quantification (STAR, Salmon, featureCounts),…
Conduct enterprise-grade research with multi-source synthesis, citation tracking, and verification. Use when user needs comprehensive analysis requiring 10+ sources, veri — from…
Generate phylogenies from genome assemblies using BUSCO/compleasm-based single-copy orthologs with scheduler-aware workflow generation — from science/biology-medicine
Guide to interpreting BUSCO completeness statuses: why Duplicated BUSCOs count as complete, parsing output files, computing/comparing completeness across proteomes/genomes, common…
Business analysis skill for requirements gathering, market research, strategic analysis, and project brief creation.
Perform comprehensive competitor analysis for any business. Produces an executive-summary markdown report with target customer profile, market positioning, pricing/business model,…
Pull a Lee-branded BAO-style Business Key Facts PDF (3-page landscape) for any NC address. Returns key statistics, households table, site map with 1/3/5 mile rings, education…
Use this agent when you need to validate a business idea through structured market research, competitive analysis, and business model assessment.
Map the buying committee at a target account. Identifies decision-makers, prioritizes who to engage, and surfaces gaps and multi-thread risks.
Align DNA short reads to reference genomes using bwa-mem2, the faster successor to BWA-MEM. Use when aligning DNA short reads to a reference genome. — from science/biology-medicine
Target analysis, literature review, prior art search, epitope identification using PDB, UniProt, SAbDab, and research MCP tools.
Use when designing, updating, or exploring system architecture with C3 methodology - iterative scoping through hypothesis, exploration, and discovery across…
Opinionated C99 game-engine guidelines: caller-owns-memory, inverse mass, SoA layouts, builder patterns. Apply when editing `.c`/`.h` files in game or engine directories.
Use when building an ATLAS statistical analysis with cabinetry: writing a cabinetry config file, building histogram templates from ROOT NTuples, constructing a pyhf workspace,…
Analyzes the codex cache and generates comprehensive statistics about cache performance, storage usage, and health status. Delegates to fractary CLI for cache analysis operations.
Create Slidev presentations using the custom theme with cover, bullets, two-cols, blank, stats-grid, section-divider, and end layouts.
Routes software development work in or around a repo/workspace to the lightest safe workflow that still protects correctness.
Explain Cairo oracles for offloading computation in executables, oracle::invoke, and constraints for soundness; use when a request involves experimental oracles or external…
Interactive sample size calculator for medical research. Decision-tree guided test selection, reproducible R/Python code, effect size interpretation, and IRB-ready justification…
Search and query Calibre library databases. Use when the user asks about books, TBR (to-be-read), reading lists, Calibre library queries, book searches, or mentions Calibre.
California property tax research workflow using BOE Property Tax Rules (especially 462.* change in ownership, including 462.180 legal entities) and BOE published Property Tax…
Homer L3 — Epic Research Muse. Deep synthesis from web + local research sources. Zeus dispatches Calliope as a parallel subagent when a plan includes a research subtask.
Monitor and research the Brazilian Chamber of Deputies (Câmara dos Deputados) legislative activity. Use when: (1) searching for bills/proposições by author, keyword, type or year,…
Generates 15-25+ cold outbound campaign ideas with targeting strategies, AI personalization approaches, and value propositions.
Use when targeting Cancer Cell or deciding whether a cancer-biology manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Cancer Research (AACR) figures: resolution (300-1200 DPI), formats (EPS/TIFF/AI), hierarchical panel labels (Ai, Aii, Bi), figure/table limits, legend requirements with replicate…
Evaluate GitHub contributors for MLOps/engineering roles. Use when analyzing candidates, researching GitHub profiles, or updating CONTRIBUTORS.md with hiring assessments.
Use when performing broad external-first discovery, vetting, scoring, distillation, or synthesis of agent skills or plugin packs from the public web, GitHub/public repositories,…
Ranks competing investments using Net Present Value (NPV), Internal Rate of Return (IRR), payback period, Profitability Index (PI), and strategic option value - then produces a…
Use when turning results into an explicit contribution for a Contemporary Accounting Research (CAR) manuscript — articulating what the paper adds to accounting knowledge and to…
Use when running and reporting the analysis for a Contemporary Accounting Research (CAR) manuscript — the right estimator for archival/capital-markets, experimental, or…
Use when the research design and identification are the bottleneck for a Contemporary Accounting Research (CAR) manuscript — choosing and defending an archival, experimental,…
Use when building the exhibits of a Contemporary Accounting Research (CAR) manuscript — descriptive/correlation/results tables for archival work, experimental cell-means and ANOVA…
Use when building the conceptual engine of a Contemporary Accounting Research (CAR) manuscript — the economic or behavioral mechanism, predictions/hypotheses, or the formal model…
Use when choosing or sharpening a research question for a Contemporary Accounting Research (CAR) manuscript — testing fit with CAR's deliberately method-agnostic, all-topic-areas…
Use when deciding which car-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Contemporary Accounting Research (CAR)…
Use when polishing the prose of a Contemporary Accounting Research (CAR) manuscript — a front-loaded research question, disciplined accounting terminology, the ≤300-word abstract…
Career Advisor agent for PhD application planning and career management. Helps with university research, application tracking, professor matching, and career documentation.
Searches LinkedIn Jobs, Glassdoor, and Levels.fyi for open roles matching your configured target criteria.
End-to-end career support for job seekers at all levels. Optimizes LinkedIn profiles, rewrites CVs for ATS systems, provides interview preparation with cited answers, researches…
Generates structured case briefs from judicial opinions. Use when the user provides a court opinion and needs a case brief, case summary, or distillation of a judicial decision…
Clinical Research Bias Assessment - Case-Control Study (NOS) v2.3.0. Use when you need to assess the bias of a case-control study using the Newcastle-Ottawa Scale (NOS) criteria,…
Lightweight scope→research→plan workflow for small/medium tasks (bug fixes, small features). Confirms functional scope with the user, runs parallel read-only research, then writes…