SEO research and audits via OpenSEO — an open-source Semrush/Ahrefs alternative exposed as an MCP server.
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
Start a new OpenSpec change using the experimental artifact workflow. Use when the user wants to create a new feature, fix, or modification with a structured step-by-step approach.
Fetch and search a dependency's real source before answering, not guessing. Use when checking what a third-party package (npm, PyPI, NuGet, crate, GitHub repo) actually does.
Use when targeting Operations Research (OR) or deciding whether an optimization / stochastic-models / queueing / applied-mathematical-modeling manuscript fits this venue.
Use when a task needs the judgment of an Operations Research Analyst — formulating a linear or mixed-integer optimization model for allocation/scheduling/blending, sizing safety…
Maintain or extend the local operator panel, its backend endpoints, settings UX, logs, action wiring, and operator summaries for the paper-research workspace.
Research a company and a specific role, then produce an honest brief on whether it is worth pursuing.
Rank, prioritize, or compare PhD opportunities by fit, funding, research impact, and admission probability so the applicant knows where to spend effort.
Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome to opportunities, solutions, and experiments.
Für Opposition Research Compliance: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Use this agent when you need to track operational expenses, manage domain registrations, or get hosting recommendations.
Use this agent when you need to set up a new SaaS tool account, purchase a plan, configure the tool, and verify it works.
Use this agent when you need to research domains, hosting providers, tools, or find cost optimization opportunities.
Guide agent-driven parameter optimization for configurable systems with measurable objectives. Use for HPO, inference tuning, simulations, or RL/control experiments.
Build or repair a design-idea-guided optimization cron for a repository. Use when the user provides a design philosophy and wants a Stage_*_AR_Blueprint.md with at most 100…
When the user wants to build optimization models, solve mathematical programming problems, or find optimal solutions.
Design or audit a metric, KPI, score, reward, ranking, completion predicate, gate, evaluator, or automated optimization target for Goodhart effects, reward hacking, specification…
Builds and improves Browserbase Agent API demos through an Autobrowse-style outer loop: run a fixed task, collect Agent messages and session logs, score the result, revise one…
GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT.
Optimize Apache Spark SQL and DataFrame queries using the final Adaptive Query Execution plan and runtime statistics rather than source code alone.
Build a list of 25 prompts European B2B buyers would put to ChatGPT and other AI engines about your category, ranked by how likely each is to decide a deal across six categories…
Check whether AI agents doing buyer research can evaluate, shortlist and recommend a B2B webpage, and get the fixes ranked by impact.
Use when you are implementing ORA for metabolomics pathway analysis and must decide which metabolites constitute the statistical background against which to test your experimental…
Create a clean paper-toned SaaS design system with warm neutrals, orange accent signals, rounded premium forms, and polished product illustration surfaces.
Shared orchestration engine for the orch-* skill family. Defines the gated Research-Plan-TDD-Review-Commit pipeline, the size classifier, the agent map, and the two human gates…
Plan, execute, and verify controlled chaos engineering experiments and game days. Use when validating system resilience, steady-state hypotheses, automated failover, blast radius…
Orchestrate a WeShop creative workflow that already needs multiple operations, research, or material handoffs.
Project planning and execution workflow. Use when user mentions phases, roadmaps, milestones, planning, project management, or wants to execute work systematically.
(Industry standard: Routing Agent / Orchestrator Pattern) Primary Use Case: Analyzing an ambiguous trigger and routing it to one of the specific specialized implementations.
Produces a structured research framework mapping the internal hierarchy, key decision-makers, departments, and reporting lines of any company, institution, or organisation — so…
CREATE organic content scripts (Reels, TikTok, carousels, static posts). Use when user wants to GENERATE new scripts from concepts.
Carbon chemistry, functional groups, IUPAC nomenclature, isomerism, reaction mechanisms (substitution, elimination, addition), polymers, and biochemistry basics.
Use when when a project JSON document contains genome identifiers but lacks corresponding organism name annotations, and you need to link MS/MS mass spectra with genomic context…
Use when choosing and justifying the research design for an Organization Studies (OS) manuscript — qualitative/ethnographic, process, historical, or quantitative — and setting the…
Use when choosing or sharpening the phenomenon and research question for an Organization Studies (OS) manuscript — testing whether it is theoretically generative for OS's European…
Design and execute original research projects — surveys, experiments, data analysis — to create unique data that no competitor has.
Use when articulating the contribution of an Operations Research (OR) manuscript — especially the mandatory cover-letter contribution statement (since 1 June 2023, fewer than 500…
Use when running and reporting the computational study for an Operations Research (OR) manuscript — benchmark instances, baselines, reproducible experiments, statistical care for…
Use when designing the proof technique, algorithm, or simulation protocol for an Operations Research (OR) manuscript — choosing the right machinery (duality, dynamic programming,…
Use when responding to an Operations Research (OR) decision letter — writing the point-by-point response, closing proof gaps, adding baselines/instances, and passing the ORJournal…
Use when building the exhibits for an Operations Research (OR) manuscript — theorem/assumption layout, comparison tables against prior work, computational-results tables, and…
Use when formulating the model and stating results for an Operations Research (OR) manuscript — defining the optimization/stochastic/simulation model, assumptions, and the…
Use as the router for an Operations Research (OR) manuscript — given where you are in the OR/MS modeling-to-submission lifecycle, it names the next ors-* skill to invoke.
Use when polishing the prose and notation of an Operations Research (OR) manuscript — enforcing the equation-free introduction, the text-only abstract under 200 words, clean…
Enrich any person or company from any identifier — email, name, LinkedIn URL, domain, company name, Twitter/X handle.
Prepare for investor calls by pulling upcoming meetings from Google Calendar, deeply researching each investor and their firm (website scraping, portfolio analysis, thesi — from…
Search the web, platforms, and datasets. Use when asked to search, find, look up, research, or discover information from the web, YouTube, Amazon, eBay, news, academic sources, or…
Evaluate YC batch companies for investment — scrapes the YC directory, researches each company and its founders (work history, LinkedIn, website), assesses founder-compan — from…
Infer orthologous genes and gene families across species using OrthoFinder3 (HOG-based phylogenetic orthology), SonicParanoid2, Broccoli, ProteinOrtho, OMA / FastOMA hier — from…
Given an OS topic, deeply research it from canonical sources, draft an RFC, run it through simulated peer review, defend it, merge when approved, then break the work into tracked…
Use when designing or auditing the evaluation of an OSDI submission — choosing mature baselines and realistic workloads, structuring the section around research questions,…
Use when building reproducibility into an OSDI systems project — recording hardware, configuration, workload, and measurement provenance while experiments run, keeping paper and…
Use when deciding whether a systems project fits OSDI, choosing between its Research and Operational Systems tracks, or routing the work to SOSP, NSDI, FAST, EuroSys, or the…
Conduct deep OSINT research on individuals. Build full digital footprint, psychoprofile (MBTI/Big Five), career history, social graph with confidence scores.
Open source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate. SkillSearch('osint') for docs.
Open source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate. SkillSearch('osint') for docs.
Open source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate. SkillSearch('osint') for docs.
Deep OSINT (Open Source Intelligence) investigations. Use when the user wants to research, find, or investigate any person, place, organisation, username, do...
Conduct deep OSINT research on individuals. Build full digital footprint, psychoprofile (MBTI/Big Five), career history, social graph with confidence scores.