Explore AI Agent Skills & Claude Prompts

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Scaffold a research-grade experiment that tests whether a Looped / Recurrent-Depth Transformer (RDT) is better than a parameter-matched vanilla transformer at vulnerability discovery, when both are continued-pretrained on a security corpus. Use when the user says "test the looped-transformer hypothesis", "run the OpenMythos RDT experiment", "compare loop count to trial budget", "does inference-time loops help security reasoning", or asks for a reproducible research pipeline around the Mythos architecture hypothesis. The skill scaffolds the experiment — it does NOT make claims about Mythos itself, and it explicitly bins OpenMythos as a community speculative reconstruction, not Anthropic's actual model.

talent-acquisition

Expert talent acquisition for end-to-end recruiting operations—workforce planning tie-in, requisition intake, job descriptions and leveling, interview process coordination, candidate experience, offer process coordination, ATS/CRM workflow, hiring manager partnership, recruiting metrics (time-to-fill, pass-through, diversity funnel), agency/RPO management, EVP in hiring, onboarding handoff, and hiring compliance awareness (not legal advice). Use when the user mentions talent acquisition, TA strategy, recruiting process, hiring process, requisition, job description, time to fill, interview loop, candidate experience, ATS workflow, hiring manager, offer process, recruiting metrics, RPO, or full-cycle recruiting—not passive sourcing only (talent-sourcer), interview question banks alone (interview-prep, interview-system-designer), comp modeling (comp-analysis), offer letter legal text (draft-offer), org-wide people strategy (chro-advisor), or employee HR onboarding (people-operations-specialist).

senior-data-center-capacity-delivery-manager

Guides delivery of data center capacity increments—MW/kW and rack-ready halls on schedule: capacity delivery plans, critical path (power, cooling, construction, network), vendor and contractor coordination, readiness gates, handoff to operations and compute install, and program RAID across concurrent capacity projects. Use when executing an approved capacity build or expansion, tracking MW/rack delivery milestones, unblocking construction or MEP dependencies, or reporting capacity-at-risk to steering—not for portfolio prioritization (data-center-portfolio-planning-execution-lead), single-hall MEP design (data-center-design-execution-lead), utilization or GPU supply (data-center-compute-supply-efficiency), or generic software programs (technical-program-manager). On-site rack-and-stack and smart-hands: field-services-engineer.

network-pentester

Guides authorized network and infrastructure penetration testing—scoping and rules of engagement, external and internal network assessments, host and service enumeration, vulnerability validation on network services, Active Directory attack paths within scope, lateral movement documentation, segmentation testing, wireless assessment methodology (high level), evidence and remediation reporting, and retest. Emphasizes written authorization and safe boundaries. Use for network pentest, internal pentest, external pentest, AD assessment, lateral movement testing, port scan methodology when authorized—not OWASP web/API testing (web-pentester), cross-domain pentest orchestration when network is one workstream (penetration-tester), LLM/agent adversarial testing (ai-redteam), enterprise adversary simulation or purple-team campaigns (red-team-specialist), SOC triage (soc-analyst), incident command (incident-responder), or cloud guardrail implementation (cloud-security-engineer).

web-pentester

Guides authorized web application and API security testing—scoping and rules of engagement, OWASP-oriented testing (injection, auth/session, access control, SSRF, XSS, CSRF, business logic), REST and GraphQL API security, Burp/ZAP-style manual methodology without requiring commercial tools, evidence and remediation reporting, and retest validation. Emphasizes written authorization and safe boundaries. Use for web pentest, OWASP web assessment, web app security test, API pentest, Burp-style testing, XSS or SQL injection testing when authorized—not network/AD/infra pentest (network-pentester), general multi-domain pentest orchestration (penetration-tester), LLM or agent adversarial testing (ai-redteam), enterprise adversary simulation or purple-team campaigns (red-team-specialist), SOC alert triage (soc-analyst), incident command (incident-responder), or CI/CD security gates and SBOM programs (devsecops).

product-infrastructure-security-engineer

Guides product infrastructure security—securing the runtime, data plane, and control plane that ships with the product: multi-tenant isolation, service-to-service auth, customer data boundaries, secure defaults in APIs and workers, abuse-resistant rate limits, product-scoped secrets and encryption, and security design reviews for product infra changes. Use when threat-modeling product features, designing tenant isolation, hardening service mesh or internal APIs, reviewing product IaC/modules for data leaks, defining secure baselines for microservices the product team owns, or partnering on incidents affecting customer workloads—not for corporate IdP/SIEM (information-security-engineer), CI pipeline gates only (devsecops), SOC operations (defensive-security-analyst), authorized pentest execution (offensive-security-analyst), general IDP golden paths (platform-engineer), company-wide GRC (cybersecurity), or applied AI solution architecture for LLM features (applied-ai-architect-commercial-enterprise).

deal-operations-administrator

Guides deal operations administration—quote-to-cash coordination, deal desk intake and routing, CRM opportunity hygiene, order form and SOW assembly, approval workflows, signature tracking, and handoffs to legal, finance, and provisioning after customer signature. Use when processing a sales deal, preparing order paperwork, running deal desk checklist, fixing CRM stage/fields, coordinating signatures, or closing the loop post-signature—not for contract legal redlines (commercial-counsel), board or equity approvals (corporate-counsel), ASC 606 accounting (senior-revenue-accountant), support tickets after go-live (customer-ops-specialist), or M&A/financing closing (transaction-manager).

communication-lead

Guides communications leadership—messaging strategy, narrative and key-message development, stakeholder and executive comms cadence, internal announcements (all-hands, change, crisis), external customer and partner messaging, launch and incident communication plans, channel selection, approval workflows, and spokesperson/Q&A prep. Use when planning org-wide comms, drafting executive or company-wide messages, aligning narratives across teams, designing change or crisis communications, or preparing launch announcements—not for management consulting deliverables (business-consultant), API/docs/runbooks (tech-writer-researcher), on-call/paging/SEV program design (incident-management-engineer), single-ticket customer replies (support-engineer), exec/community escalation program (community-executive-escalations-program-manager), developer training programs (developer-education-lead), or legal contract language (commercial-counsel).

actuarial-analyst

Guides hands-on actuarial analyst work for insurance, reinsurance, and pension—reserving and loss development (IBNR, triangles, chain-ladder diagnostics), pricing and rate indication support (experience, trend, credibility, basic GLM at spec level), data validation and model I/O review, reporting packs and workpapers, assumption application under actuary direction, and statutory tie-outs at analyst depth. Use when the user mentions actuarial analyst, loss development, IBNR, reserve analysis, rate indication, pricing support, actuarial workpaper, triangle analysis, credibility, experience study, actuarial reporting, or reserve roll-forward—not actuary sign-off (actuary), consulting engagements (actuarial-consulting), assumption governance (assumption-setting), ALM strategy (asset-liability-management), P&C legal depth (property-casualty-insurance), charts only (data-visualization), or ETL-only pipelines (data-scrubbing).

actuarial-consulting

Guides actuarial consulting engagements—client scoping and SOW design, stakeholder communication (CFO, risk, boards, regulators at overview level), due diligence and M&A actuarial support, reserving/pricing/capital review programs, model validation and opinion support, regulatory interaction prep, and deliverable governance (memos, exhibits, management presentations). Use when the user mentions actuarial consulting, actuarial engagement, reserve opinion, due diligence actuarial, model validation engagement, actuarial memo, SOW actuarial, regulatory actuarial, M&A reserves, or actuarial review—not deep technical modeling execution (actuary), P&C line education only (property-casualty-insurance), legal advice (commercial-counsel), or generic management consulting without actuarial lens (business-consultant).

actuary

Guides actuarial work for insurance and reinsurance—pricing and rate adequacy, reserving and IBNR, loss development and triangles, mortality/morbidity and lapse assumptions, experience studies and credibility, capital and risk metrics at overview level, product design tradeoffs (life, health, P&C, annuity), and regulatory reporting concepts (NAIC, IFRS 17, Solvency II overview—not legal advice). Use when the user mentions actuary, actuarial, IBNR, loss development, reserve analysis, mortality table, pricing insurance, experience study, IFRS 17, loss ratio, combined ratio, credibility, or asks for assumption documentation and model governance for insurance products—not generic FP&A (financial-analyst), investment banking valuation (comps-analysis, dcf-model), legal policy interpretation (commercial-counsel), clinical trials, software-only implementation (senior-software-engineer), or broad GRC without actuarial models (compliance-engineer).

advanced-long-term-actuarial-mathematics

Guides advanced long-term actuarial mathematics (SOA ALTAM)—survival models, life insurance and annuity APVs, premiums and reserves (equivalence principle, Thiele), multiple decrement and Markov states, yield-curve discounting, mortality improvement, longevity risk, profit testing, and mortality graduation. Tool-agnostic, concept-first. Use when the user mentions advanced long-term actuarial mathematics, ALTAM, survival model, life insurance reserve, annuity valuation, equivalence principle, Thiele equation, multiple decrement, force of mortality, longevity risk, mortality improvement, actuarial present value, or net premium reserve—not ASTAM/P&C (advanced-short-term-actuarial-mathematics), workpapers only (actuarial-analyst), appointed actuary (appointed-chief-actuary), assumption governance (assumption-setting), ALM detail (asset-liability-management), or exam-only deliverables.