daemon-blockint-tech
- 211 skills
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- ▌ UX Software Engineer · daemon-blockint-tech bundleGuides UX software engineering—translating user flows into interaction specs and coded prototypes, heuristic UX reviews, information architecture in product, micro-interactions, usability fixes in the UI layer, and design-engineering handoff. Bridges discovery output and production UI. Use when prototyping flows in code, specifying interaction behavior for engineering, auditing UX in a live or staging app, fixing confusing flows, or defining states/edge cases for builders—not for research-only discovery (product-designer), pixel-perfect production implementation from final Figma (ui-software-engineer), senior FE performance/architecture (senior-frontend-software-engineer), or BRDs (business-analyst).
- ▌ Vp Of Infrastructure · daemon-blockint-tech bundleGuides VP-level infrastructure leadership—org strategy and operating model, multi-year cloud, data center, and platform portfolio, capex and opex governance, org-wide reliability and security posture, hyperscaler/colo/vendor and enterprise agreement strategy, build-vs-buy and multi-year roadmaps, and board/CFO/CTO executive narratives. Use when setting infrastructure direction, designing infra org and decision rights, prioritizing portfolio investments, steering vendor or EA strategy, preparing executive or board updates, or adjudicating cross-functional trade-offs—not for Terraform/K8s implementation (infrastructure-engineer), cloud program leadership—migration portfolio, CCoE, EA at cloud scope (vp-of-cloud), landing zone or CCoE design (enterprise-cloud-architect), SLI/SLO operations (site-reliability-engineer), monthly CUR FinOps (finops-analyst), TCO/NPV modeling (cloud-economist), or GL close/capex accounting policy (director-infrastructure-capex-accounting, compute-accounting-manager).
- ▌ Compliance Specialist · daemon-blockint-tech bundleGuides cross-functional GRC and compliance programs—framework selection and scope (SOC 2, ISO 27001, HIPAA, PCI, GDPR concepts), control mapping and gap assessments, policy and procedure outlines, audit and assessor coordination prep, vendor security questionnaire support, and continuous compliance program design with ownership and cadence. Use when standing up or maturing a compliance program, scoping attestations, running readiness gap analyses, drafting control matrices, preparing audit walkthroughs, responding to SIG/CAIQ-style questionnaires, or designing continuous compliance—not technical control implementation or evidence automation (compliance-engineer), cloud-only API evidence and residency packages (cloud-compliance-specialist), IAM/terraform guardrails (cloud-security-engineer, information-security-engineer), legal interpretation or contract redlines (commercial-counsel), security risk registers (security-risk-analyst), or pentest execution (penetration-tester).
- ▌ Deployment Strategist · daemon-blockint-tech bundleGuides deployment and release strategy—choosing rollout patterns (rolling, blue-green, canary, feature flags), environment topology, promotion paths, blast-radius control, rollback design, change windows, and cross-team rollout plans for web, API, data, and ML workloads. Use when planning a production release, comparing deployment approaches, writing a rollout or cutover plan, designing multi-region or zero-downtime migrations, coordinating schema changes with deploys, or preparing executive/stakeholder release briefs (for launch messaging and customer comms copy, use communication-lead)—not for multi-team program tracking (technical-program-manager), implementing CI YAML (devops), Terraform/VPC design (infrastructure-engineer), security scan gates (devsecops), or upfront multi-service architecture and ADRs (senior-system-architecture). For Helm/Kustomize apply, cluster upgrades, and in-cluster rollout status, use cluster-deployment-engineer.
- ▌ Enterprise Strategist · daemon-blockint-tech bundleThis skill should be used when the user asks about enterprise strategy, corporate strategy, business unit strategy, portfolio prioritization, strategic roadmap, growth strategy, diversification, operating model, capability map, strategic initiative, enterprise transformation, board strategy, scenario planning, or competitive positioning at enterprise level. Guides corporate and BU strategy, portfolio prioritization, growth and diversification, market positioning, operating model and capabilities, transformation roadmaps, M&A/partnership/divestiture framing (strategy—not legal DD), scenarios, executive alignment, and KPI trees—not product backlog or program RAID (technical-program-manager), financial models only (financial-analyst), contracts (commercial-counsel), cloud or system architecture alone (enterprise-cloud-architect, senior-system-architecture), or consulting workshops without enterprise portfolio scope (business-consultant).
- ▌ Life Health Insurance · daemon-blockint-tech bundleGuides life and health insurance—life (term, whole, universal, variable overview), health (individual, group, Medicare/Medicaid overview), disability and LTC, underwriting, policy provisions, claims and benefits administration, reinsurance, distribution, and metrics (lapse, persistency, loss ratio, MLR). Regulatory overview (state DOI, NAIC, ACA, HIPAA privacy—not legal advice). Use for life insurance, health insurance, term life, group health, underwriting life, Medicare, Medicaid, ACA, medical loss ratio, MLR, disability insurance, long-term care, LTC, persistency, reinsurance life—not P&C (property-casualty-insurance), pensions (pension-retirement-funds), actuarial modeling (actuary), actuarial engagements (actuarial-consulting), legal interpretation (commercial-counsel), or GRC without insurance context (compliance-engineer).
- ▌ Microservices Analyst · daemon-blockint-tech bundleGuides analysis of existing microservice estates—service and API inventory, dependency and coupling maps (sync chains, shared-database smells), observability and SLO coverage gaps, deployment and version skew, API contract drift and breaking consumers, operational toil indicators, security blast radius, and consolidation or decomposition recommendations with evidence. Produces executive summaries for platform, SRE, and architect audiences. Use when the user says microservices analyst, analyze microservices, service dependency map, coupling analysis, microservice health, API drift, service inventory, blast radius, operational analysis, SLO coverage, technical debt microservices, strangler assessment—not greenfield boundary research only (microservice-researcher), writing new services (senior-software-engineer), Kubernetes-only tuning (cloud-engineer), or pure load testing (performance-engineer).
- ▌ Security Risk Analyst · daemon-blockint-tech bundleGuides information security risk analysis—risk identification and scoring, risk registers, threat/vulnerability/control mapping, treatment recommendations (accept/mitigate/transfer/avoid), third-party and supply-chain risk framing, business impact analysis, KRIs, and risk committee or board narratives. Aligns with ISO 27005 and NIST RMF concepts without full compliance audits. Use for security risk assessment, risk register maintenance, inherent/residual risk scoring, FAIR-style quantitative framing, treatment decisions, third-party risk tiers, or executive risk reporting—not SOC alert triage (soc-analyst), pentest execution (penetration-tester, web-pentester, network-pentester), control implementation (information-security-engineer, cloud-security-engineer), GRC program and audit prep (compliance-specialist), audit evidence automation (compliance-engineer, cloud-compliance-specialist), AI model risk programs (ai-risk-governance), or adversary simulation (red-team-specialist).
- ▌ Transaction Principal · daemon-blockint-tech bundleGuides senior corporate transaction leadership—deal thesis, valuation and offer strategy, negotiation priorities, structure (cash/stock/earnout/RWI/locked box), IC and board recommendations, adviser and banker management, go/no-go and walk-away, and oversight of execution through close. Use when leading an M&A, divestiture, financing, or JV as deal principal, preparing investment committee or board materials, setting negotiation mandates, or adjudicating price/structure—not for closing matrices and diligence logistics (transaction-manager), contract drafting (corporate-counsel, commercial-counsel), general strategy consulting (business-consultant), or sales quote-to-cash (deal-operations-administrator). Human executives and counsel approve binding terms.
- ▌ Sensor Fusion Engineer · daemon-blockint-tech bundleGuides multi-sensor perception fusion for autonomous and robotic systems—sensor models and noise; extrinsic/intrinsic calibration; time synchronization; coordinate frames and transforms; data association and gating; Kalman-family filters (EKF/UKF) and factor graphs at high level; track management (MOT); LiDAR–camera–radar–IMU–GNSS integration patterns; uncertainty representation; evaluation metrics (NEES, RMSE, track continuity); simulation and bag replay. Use when designing or debugging fusion stacks, calibration/sync, state estimation, multi-object tracking, sensor fusion architecture, fusion metrics, or rosbag/sim replay—not full autonomy behavior and mission rules (tactical-ai-autonomy-developer), MCU drivers/RTOS only (embedded-real-time-software-engineer), plant PLC/DCS control applications (control-software-developer), HIL security bench testing (hardware-in-the-loop-security-tester), or adversarial ML on models unless fusion-robustness focus (ai-adversarial-robustness-engineer).
- ▌ Tech Writer Researcher · daemon-blockint-tech bundleWrite and research technical documentation. Cover information architecture, style guides, API documentation, user research, content strategy, and documentation operations. Triggers on "write technical documentation", "create API docs", "developer tutorial", "information architecture", "style guide", "content strategy", "documentation audit", "user research", or "technical writing". Developer learning programs and curriculum: developer-education-lead.
- ▌ Analytics Data Engineer · daemon-blockint-tech bundleGuides analytics engineering—dbt (or equivalent) project structure, staging/intermediate/mart models, dimensional and wide-mart patterns, incremental and CDC loads, data tests and contracts, documentation and lineage, CI for analytics code, and handoff to BI semantic layers. Use when building or refactoring analytics models, writing dbt SQL, defining tests and exposures, debugging mart freshness, or aligning warehouse tables to business metrics—not for leading product-embedded analytics teams or launch roadmaps (analytics-data-engineering-manager-product), enterprise data platform ADRs (data-architect), deep warehouse platform tuning only (data-warehouse-engineer), dashboard design (bi-analyst), or ML modeling (data-scientist).
- ▌ Appointed Chief Actuary · daemon-blockint-tech bundleGuides FSA/FSAI fellow-level appointed and chief actuary work—head of actuarial function, statutory reporting accountability (Solvency II, RBC, local appointed-actuary frameworks), actuarial opinion and AA report structure, board and audit committee communication, enterprise actuarial governance, model risk oversight, ORSA and stress governance, M&A/reinsurance/capital actuarial input, independence, and function design. Use for chief actuary, appointed actuary, FSA, FSAI, actuarial opinion, appointed actuary report, head of actuarial, ORSA, actuarial governance, board actuarial, statutory reporting actuary, or model risk governance actuary—not triangles (actuarial-analyst), associate peer review (associate-actuary), technical pricing/reserving (actuary), consulting (actuarial-consulting), assumption policy alone (assumption-setting), ALM detail (asset-liability-management), or legal advice (counsel, compliance-engineer).
- ▌ Cloud Security Engineer · daemon-blockint-tech bundleGuides cloud security engineering on AWS, GCP, and Azure—org guardrails (SCPs, org policies), cloud IAM and federation, network segmentation and private connectivity, encryption and KMS, logging and audit to SIEM, CSPM and native detective controls (Config, Security Hub, GuardDuty, SCC, Defender), workload hardening, and secure cloud architecture review with remediation. Use when implementing or auditing cloud security controls, fixing misconfigurations, designing multi-account guardrails, hardening VPC/VNet and data plane access, or integrating cloud audit logs—not for corporate IdP/SIEM/EDR programs broadly (information-security-engineer), CI pipeline gates and SBOM only (devsecops), SOC alert triage (defensive-security-analyst), pentest execution (penetration-tester, network-pentester, web-pentester for app/API), GRC evidence packaging (compliance-engineer), GRC program and audit prep (compliance-specialist), or routine cloud provisioning without security ownership (cloud-engineer).
- ▌ Customer Ops Specialist · daemon-blockint-tech bundleManage customer operations across success, support, and revenue operations. Cover customer onboarding, health scoring, renewal management, ticket triage, SLA management, knowledge base development, billing operations, dunning, refunds, and customer metrics. Triggers on "customer onboarding", "support ticket triage", "billing inquiry", "churn analysis", "health score", "SLA management", "dunning process", "customer success playbook", "renewal management", "CSAT review", or "customer ops". Exec/VIP and public community escalation program: community-executive-escalations-program-manager. Monetization product (pricing, paywalls): product-management-monetization.
- ▌ Data Warehouse Engineer · daemon-blockint-tech bundleDesign and implement data warehouses. Cover star/snowflake schemas, dimensional modeling, SQL optimization, ETL/ELT patterns, partitioning strategies, and warehouse-specific features (Snowflake, BigQuery, Redshift). Triggers on "design star schema", "optimize SQL query", "build ETL pipeline", "warehouse partitioning", "dimensional modeling", "data warehouse design", "query performance tuning", or "warehouse migration". For dbt project structure, staging/mart layers, incremental models, and analytics CI, use analytics-data-engineer—not data-warehouse-engineer alone. OLTP app latency and load testing: performance-engineer.
- ▌ Field Services Engineer · daemon-blockint-tech bundleGuides field services engineering—on-site and colocation smart-hands work: site readiness, rack-and-stack, power and network cabling, hardware install/replace, labeling, acceptance tests, photo documentation, customer sign-off, and remote handoff to NOC or platform teams. Use when planning or executing a field visit, writing work orders, troubleshooting physical layer on site, or coordinating vendor/colocation access—not for K8s cluster deploy (cluster-deployment-engineer), DC capacity program delivery (senior-data-center-capacity-delivery-manager), hall MEP design (data-center-design-execution-lead), cloud IaC (infrastructure-engineer), or software support tickets (support-engineer). Customer escalation program: community-executive-escalations-program-manager.
- ▌ Infrastructure Engineer · daemon-blockint-tech bundleDesign and implement cloud infrastructure. Cover cloud architecture, IaC (Terraform, Pulumi), CI/CD pipelines, container orchestration (Kubernetes), networking, observability, and security hardening. Triggers on "design cloud infrastructure", "set up Terraform", "configure Kubernetes", "build CI/CD pipeline", "infrastructure monitoring", "network architecture", "security hardening", "infrastructure cost optimization", or "platform engineering". For day-2 Kubernetes cluster operations—Helm rollouts, add-ons, RBAC, GitOps sync, workload troubleshooting, use cluster-deployment-engineer. For data center facility design, power/cooling, rack layout, and build commissioning, use data-center-design-execution-lead. For on-prem compute utilization, GPU/CPU supply planning, stranded kW, and hardware refresh efficiency, use data-center-compute-supply-efficiency. For on-site colo smart-hands, rack-and-stack, cabling, and physical acceptance, use field-services-engineer. Compute accounting: compute-accounting-manager.
- ▌ Microservice Researcher · daemon-blockint-tech bundleGuides research and analysis for microservices architecture decisions—domain decomposition, bounded contexts, service boundary options and trade-offs, sync vs async integration patterns, data ownership and consistency (eventual consistency, sagas at research level), API and contract evolution, Team Topologies alignment, build vs buy vs managed services, monolith strangler migration, NFR impact (latency, reliability, operability), and decision records with options and recommendations. Use for microservice research, service boundaries, bounded context, strangler fig, monolith to microservices, saga vs two-phase commit, domain decomposition, microservices trade-off, team topologies, eventual consistency research, API versioning strategy—not assessing an existing estate (microservices-analyst), production service code (senior-software-engineer, platform-engineer), Kubernetes cluster ops only (cloud-engineer), pure network design (network-backbone-architect), or EDA implementation when building not researching
- ▌ Microservices Developer · daemon-blockint-tech bundleGuides microservice design and delivery—bounded contexts, service boundaries, REST/gRPC/event APIs, sync vs async tradeoffs, resilience (timeouts, retries, circuit breakers, bulkheads), per-service data ownership, saga and outbox patterns, twelve-factor containers, observability (logs, metrics, trace propagation), API versioning at gateways/meshes, and contract testing. Use for microservices developer, service boundary, bounded context, gRPC between services, circuit breaker, saga pattern, outbox pattern, twelve-factor, contract testing microservices, service decomposition, or event-driven microservice—not K8s platform ops (platform-engineer, site-reliability-engineer), enterprise iPaaS (enterprise-integration-api-developer), monolith-first apps (senior-software-engineer), or classified pipelines (classified-software-devsecops-engineer).
- ▌ Quantitative Researcher · daemon-blockint-tech bundleGuides quantitative research for markets and finance—research question framing, data sourcing and quality checks, descriptive and inferential statistics, time series and panel methods (high level), factor and signal research, backtest design and pitfalls (lookahead, survivorship), risk metrics (volatility, drawdown, Sharpe limitations), regime and stress analysis, and reproducible notebooks or reports with explicit limitations and uncertainty communication. Use when the user mentions "quantitative research", "quant researcher", "factor research", "signal backtest", "time series analysis", "panel regression", "alpha research", "Sharpe ratio analysis", "survivorship bias", "lookahead bias", "econometric analysis", or "risk factor model". Not for production ML pipelines (data-scientist, ml-research-engineer), equity narrative reports (equity-research skills), SOX accounting (financial-statements), legal investment advice, or trading execution systems (senior-software-engineer).
- ▌ Cryptographer Specialist · daemon-blockint-tech bundleThis skill should be used when the user asks for a cryptographer, cryptography review, help to choose a cipher (AES-GCM, ChaCha20-Poly1305, ECDH, RSA tradeoffs), key management, PKI design, TLS configuration, protocol security or handshake review, authenticated encryption, digital signature scheme design, post-quantum migration at architecture level, ProVerif or Tamarin modeling concepts, nonce reuse or IV misuse analysis, HKDF vs password hashing (Argon2), HSM or KMS usage patterns, secure randomness, side-channel and constant-time requirements, or cryptographic agility and algorithm deprecation—not general OWASP web app review only (information-security-engineer), secure coding checklists without crypto depth, Solidity or smart contract audits, blockchain wallet tracing, legal export classification, or shipping custom production crypto without design and review gates.
- ▌ Developer Education Lead · daemon-blockint-tech bundleGuides developer education leadership—audience and skills-gap analysis, learning paths and curriculum design, workshops and cohort programs, hands-on labs, certification or badging, instructor enablement, feedback loops, and success metrics (completion, confidence, time-to-first-success). Use when building or scaling a developer training program, onboarding engineers to a platform, designing certification, planning launch enablement for developers, or aligning docs/tutorials with learning outcomes—not for writing single API pages (tech-writer-researcher), customer support macros (product-support-specialist), generic exec comms (communication-lead), or shipping product code (senior-software-engineer).
- ▌ Pension Retirement Funds · daemon-blockint-tech bundleGuides pension and retirement fund work—DB vs DC structures, funding policy, liability measurement (PV of benefits, discount rates, mortality), ALM overview, plan design, public and multi-employer pensions, risk transfer (buyouts, annuities, de-risking), US regulatory overview (ERISA, PBGC, DOL, IRS qualified plans), institutional investor role, and fiduciary governance—not legal or tax advice. Use when the user mentions pension fund, retirement plan, defined benefit, defined contribution, 401(k), pension funding, PBGC, ERISA, pension liability, discount rate pension, pension buyout, de-risking pension, or ALM pension—not P&C insurance (property-casualty-insurance), actuarial modeling only (actuary), actuarial engagements (actuarial-consulting), personal IRA advice (financial-analyst), or legal interpretation (commercial-counsel).
- ▌ Senior Software Engineer · daemon-blockint-tech bundleGuides senior software engineering across languages and stacks—system and service design, RFCs, code review, refactoring, reliability patterns, testing strategy, performance analysis, technical decomposition, and engineering leadership on delivery teams. Use when designing services or modules, writing technical specs, reviewing PRs for architecture and correctness, improving legacy code, choosing trade-offs (coupling, consistency, latency), estimating complex work, or mentoring engineers—not for stack-specific full-stack UI delivery (senior-fullstack-developer), deployment rollout strategy (deployment-strategist), infrastructure/IaC (infrastructure-engineer), dedicated perf profiling and load testing (performance-engineer), org-wide security programs (cybersecurity), or cross-system ADRs and architecture review (senior-system-architecture).
- ▌ Business Model Researcher · daemon-blockint-tech bundleGuides business model research—Business Model Canvas and Lean Canvas, value proposition and customer segments, revenue and pricing models, unit economics (CAC, LTV, payback), market sizing (TAM/SAM/SOM), competitive business-model benchmarking, and evidence-backed synthesis for startups and product strategy. Use when researching how a company or idea makes money, comparing competitor monetization, sizing a market, stress-testing unit economics, drafting a canvas for a pitch, or documenting monetization hypotheses—for shipping pricing/packaging PRDs and paywalls use product-management-monetization—not for delivery BRDs (business-analyst), steerCo consulting engagements (business-consultant), GAAP revenue recognition (senior-revenue-accountant), internal BI SQL (bi-analyst), or technical architecture (senior-system-architecture).
- ▌ Cyber Resilience Engineer · daemon-blockint-tech bundleDesigns and operates cyber resilience capabilities—RTO/RPO architecture, backup/restore and immutable backup patterns, dependency mapping for critical services, crisis playbooks for ransomware, destructive malware, and cloud control-plane loss, chaos and failure injection for security-relevant failures, resilience testing with evidence, and alignment with NIST CSF Recover and business continuity. Use when engineering recovery objectives and tiers, designing backup immutability and restore validation, running resilience or chaos tests, mapping attack-scenario playbooks, reporting resilience metrics, or sustaining continuity during active attacks—not enterprise BCM program ownership alone (bcm-disaster-recovery-specialist), live incident command (incident-responder), SRE performance and toil only (site-reliability-engineer), backup operator runbooks without architecture (cloud-system-administrator), GRC audit prep only (compliance-specialist), or CISO board strategy (chief-information-security-officer).
- ▌ Digital Forensics Analyst · daemon-blockint-tech bundleGuides digital forensics for security incidents—evidence acquisition and chain of custody, disk/memory/mobile/cloud artifact analysis, log and network forensics, timeline correlation, malware artifact triage, and investigation reports for legal/IR and expert-witness preparation outlines (not legal advice). Use when preserving and analyzing forensic artifacts, building super-timelines, documenting acquisition worksheets, triaging malware samples, or preparing forensic findings for counsel—not live incident command (incident-responder), SOC alert queue triage (soc-analyst), authorized penetration testing (penetration-tester), deep binary RE (reverse-engineer), LLM red team (ai-redteam), enterprise ISMS programs (information-security-engineer), audit control mapping (compliance-engineer), or cloud guardrail implementation (cloud-security-engineer).
- ▌ Event Driven Architecture · daemon-blockint-tech bundleGuides event-driven systems—pub/sub, point-to-point, event sourcing, CQRS, schema versioning (Avro/JSON Schema), ordering, partitioning, delivery guarantees, idempotency, exactly-once tradeoffs, transactional outbox/inbox, choreography vs orchestration, sagas, dead-letter queues, replay, stream vs discrete events, microservice boundaries. Use when the user asks for event-driven architecture, event sourcing, CQRS, pub/sub, Kafka events, outbox pattern, idempotent consumer, event choreography, saga orchestration, dead letter queue, or event schema versioning—not microservice code only (microservices-developer), enterprise API/iPaaS only (enterprise-integration-api-developer), EDI (edi-engineer), classified promotion (classified-software-devsecops-engineer), solvers (operations-research-algorithm-developer), generic CRUD (senior-software-engineer).
- ▌ Iot Network Edge Engineer · daemon-blockint-tech bundleThis skill should be used when the user asks about IoT network design, edge engineer work, MQTT broker and topic design, LoRaWAN, LPWAN, IoT gateway, device provisioning, IoT edge, CoAP, Azure IoT Edge, AWS IoT Core, device shadow, OTA updates, Zigbee, protocol bridge, IoT fleet, and IoT segmentation. Guides connectivity, edge gateways, store-and-forward, broker scale, and cloud IoT handoffs—not enterprise WLAN (wireless-wifi-mobility-specialist), OT/ICS plant security (scada-ics-cyber-security-specialist), embedded without connectivity (embedded-real-time-software-engineer), carrier backbone (network-backbone-architect), cloud landing zones (cloud-architect), or telemetry ML (data-scientist).
- ▌ Pre Actuarial Foundations · daemon-blockint-tech bundleGuides pre-credential actuarial foundations—probability and statistics for actuaries, financial math (interest, annuities, loans, duration intro), insurance risk concepts, spreadsheet/R/Python literacy, SOA/CAS/IAI path overview, and quantitative study discipline. Use for pre-actuarial, actuarial foundations, probability for actuaries, financial mathematics basics, interest theory, starting actuarial career, SOA exam path, actuarial science basics, learn actuarial math, or entry level actuary preparation—not ASTAM/ALTAM (advanced-short-term-actuarial-mathematics, advanced-long-term-actuarial-mathematics), workpapers (actuarial-analyst), signing/governance (associate-actuary, appointed-chief-actuary), generic calculus homework, or ML (data-scientist, quantitative-researcher).
- ▌ Senior Revenue Accountant · daemon-blockint-tech bundleApply ASC 606/IFRS 15 to revenue recognition and contract analysis. Cover performance obligations, deferred revenue, commission accounting, revenue metrics (ARR, NRR, GRR), and audit preparation. Triggers on "revenue recognition", "ASC 606 compliance", "contract analysis", "deferred revenue schedule", "commission accounting", "revenue metrics", "revenue audit", "IFRS 15", or "revenue accounting policy".
- ▌ Site Reliability Engineer · daemon-blockint-tech bundleGuides Site Reliability Engineering—SLI/SLO and error budgets, reliability dashboards and burn-rate alerting, production readiness reviews, capacity planning for availability, toil reduction, dependency and failure-mode analysis, release reliability (canaries, rollback criteria), and service-owner incident mitigation tied to customer impact. Use when defining or operating SLOs, measuring error budget burn, improving service reliability, running PRRs before launch, planning scalable resilient capacity, or leading technical mitigation during outages—not for CI/CD pipeline implementation (devops), incident program and paging policy design (incident-management-engineer), cloud access and patch tickets (cloud-system-administrator), load-test profiling (performance-engineer), rollout cutover strategy (deployment-strategist), or greenfield cloud build-out (cloud-engineer).
- ▌ Technical Program Manager · daemon-blockint-tech bundleGuides technical program management—multi-team initiatives with dependencies, milestones, RAID tracking, launch readiness, stakeholder status, and cross-functional coordination across engineering, product, and infrastructure (not application code or BRDs). Use when running a technical program, dependency maps, milestones, exec status, or unblocking cross-team delivery—not for requirements (business-analyst), rollout (deployment-strategist), CI/CD (devops), data roadmaps (data-manager), or single-team delivery (fullstack-software-engineer). Incidents: incident-management-engineer. Architecture: senior-system-architecture. Strategy: business-consultant. Comms: communication-lead. DC site build: data-center-design-execution-lead. DC portfolio: data-center-portfolio-planning-execution-lead. M&A/financing deal execution and closing matrix: transaction-manager. Exec/VIP and community customer escalations: community-executive-escalations-program-manager. CVD/disclosure: technical-program-manager-security-cvd.
- ▌ Vendor Cyber Risk Analyst · daemon-blockint-tech bundleGuides third-party and vendor cyber risk—TPRM intake and tiering, security questionnaire analysis and scoring, evidence and attestation review (SOC 2, ISO 27001, pen test summaries), continuous vendor monitoring, concentration and fourth-party risk, remediation tracking, and executive or procurement risk reporting. Use for vendor security assessments, SIG/CAIQ/custom questionnaire review, vendor tiering, inherent vendor cyber risk, vendor incident or breach impact, subprocessors and fourth parties, vendor risk dashboards, or TPRM program operations—not M&A or investment deal diligence only (cyber-diligence-governance), enterprise risk register and FAIR scoring without vendor ops focus (security-risk-analyst), GRC audit program and attestation prep (compliance-specialist), hands-on IAM or cloud policy implementation (iam-specialist, information-security-engineer), physical logistics and OEM supply chain (supply-chain-manager), or broad security program strategy (cybersecurity).
- ▌ Web Application Developer · daemon-blockint-tech bundleGuides web application development—browser-based products spanning UI, HTTP APIs, sessions and cookies, routing (SPA and SSR), forms, file uploads, and web-specific security (CSRF, CORS, CSP, XSS prevention) on stacks such as React/Next.js, Vue, or similar with Node/Python/Ruby backends. Use when building or maintaining a web app, implementing login flows, server-rendered or hybrid pages, REST/GraphQL consumption, or debugging browser–server issues—not for mobile native apps, CLI tools, or data pipelines. For generic full-stack feature delivery use fullstack-software-engineer; for front-end-only work use senior-frontend-software-engineer; for deploy/CI use devops. For design-to-code UI implementation (tokens, states, Storybook) without auth/CORS focus, use ui-software-engineer.
- ▌ Advanced Persistent Threat · daemon-blockint-tech bundleGuides advanced persistent threat (APT) analysis—nation-state and sophisticated criminal campaigns, long-dwell intrusions, campaign lifecycle tracking, MITRE ATT&CK TTP mapping, infrastructure and malware correlation, attribution with explicit confidence levels, intel fusion for hunts and IR, detection-engineering handoffs, and executive strategic briefings. Use for APT, advanced persistent threat, nation-state threat, state-sponsored campaign, long-dwell intrusion, APT attribution, campaign tracking, APT infrastructure, strategic threat briefing, sophisticated intrusion analysis—not routine SOC alert triage (soc-analyst), generic proactive hunt playbooks only (threat-hunter), CTI feed and source management only (cti-analyst), incident command (incident-responder), penetration testing (penetration-tester), or AI/LLM red team (ai-redteam).
- ▌ Asset Liability Management · daemon-blockint-tech bundleGuides asset-liability management (ALM)—matching asset and liability cash flows and risks; interest rate risk (duration, convexity, key rate duration); surplus and risk appetite; liability-driven investment (LDI), immunization, and hedging (rates, inflation, FX); insurer, pension, and bank ALM; stress testing; ALM policy and ALCO reporting; capital metrics at high level—not trade execution, security selection alone, pension plan design, actuarial reserving, or assumption governance alone. Use when the user mentions asset liability management, ALM, duration gap, interest rate risk ALM, liability driven investing, immunization portfolio, ALCO, surplus at risk, key rate duration, ALM policy, or match assets and liabilities—not pensions (pension-retirement-funds), actuarial models (actuary), assumptions (assumption-setting), P&C (property-casualty-insurance), life/health products (life-health-insurance), equity research (financial-analyst), or actuarial consulting (actuarial-consulting).
- ▌ Cloud System Administrator · daemon-blockint-tech bundleGuides cloud system administration—day-2 operations on AWS, GCP, and Azure: access requests and IAM role assignment, key and certificate rotation, OS patching and maintenance windows, backup and restore execution, monitoring and alert triage, quota and limit increases, runbooks, change records, and on-call troubleshooting of cloud control-plane and managed-service issues. Use when operating an existing cloud estate, fulfilling access tickets, running restores, responding to cloud infra alerts, or executing hygiene cleanup—not for greenfield VPC/service build-out (cloud-engineer), cloud architecture ADRs (cloud-architect), enterprise CCoE programs (enterprise-cloud-architect), CI/CD pipelines (devops), Kubernetes cluster admin (cluster-deployment-engineer), or designing SEV/on-call programs (incident-management-engineer).
- ▌ Compute Accounting Manager · daemon-blockint-tech bundleGuides accounting for compute infrastructure—cloud COGS and prepaid commitments, capex vs OpEx for servers/GPUs, depreciation and asset disposal, colo and hardware accruals, GL mapping from usage and invoices (CUR, billing exports), chargeback/showback to products, and month-end reconciliation of compute spend to the ledger. Use when classifying compute costs, capitalizing hardware, amortizing RIs/Savings Plans, building allocation models, fixed-asset register for compute, or closing compute-related accounts—not for ASC 606 revenue recognition (senior-revenue-accountant), engineering utilization optimization (data-center-compute-supply-efficiency), cloud architecture (infrastructure-engineer), deal desk order forms (deal-operations-administrator), commercial contract negotiation (commercial-counsel), or capex policy and board-level infrastructure asset governance (director-infrastructure-capex-accounting).
- ▌ Control Software Developer · daemon-blockint-tech bundleGuides industrial control application software—real-time loops and application layers above field devices; DCS/PLC/RTU integration; OPC UA, Modbus, DNP3, MQTT/AMQP; historian and alarm/event pipelines; HMI/SCADA server-side logic (not graphics-only); soft-PLC/PC control; deterministic scan cycles; MIL/SIL (high level); versioned OT deploy; coordination with OT security/safety without owning plant ops. Use for control logic, PLC/DCS apps, protocol integration, historian/alarms, SCADA server logic, scan-cycle determinism, MIL/SIL planning, OT software deployment—not OT cyber only (scada-ics-cyber-security-specialist), MCU firmware only (embedded-real-time-software-engineer), HIL security bench (hardware-in-the-loop-security-tester), enterprise web/backend (senior-software-engineer), tiering without control depth (mission-critical), HRO only (zero-tolerance-for-failure).
- ▌ Cyber Diligence Governance · daemon-blockint-tech bundleGuides cyber due diligence and governance—M&A/investment diligence, vendor and third-party assessments, questionnaire and evidence review, control maturity and gaps, integration risk, IC/board cyber briefs, and governance cadence. Use for target or vendor security diligence, SIG/CAIQ review, deal or procurement committee packs, post-close integration planning, or IC/board cyber briefs—not pentest (penetration-tester, web-pentester, network-pentester), AI governance only (ai-risk-governance), risk register without diligence (security-risk-analyst), GRC audit prep (compliance-specialist), contract redlines (commercial-counsel), closing logistics (transaction-manager), control deploy (information-security-engineer), CISO strategy (chief-information-security-officer), or TPRM ops (vendor-cyber-risk-analyst). Draft only; counsel and deal leads approve binding positions.
- ▌ Defensive Security Analyst · daemon-blockint-tech bundleGuides defensive security analysis—alert triage, log and SIEM investigation, threat hunting, detection engineering basics, MITRE ATT&CK mapping, incident scoping, containment recommendations, and DFIR evidence handling for SOC and blue-team analysts. Use when investigating security alerts, writing detection rules, tuning false positives, analyzing EDR/network/auth logs, building timelines of suspicious activity, recommending containment steps, or documenting findings for incident command—not for enterprise security strategy (cybersecurity), CI/CD pipeline hardening (devsecops), offensive pentest execution (authorize red team separately), or LLM adversarial testing (ai-redteam), or designing on-call rotations and postmortem programs (incident-management-engineer).
- ▌ Enterprise Cloud Architect · daemon-blockint-tech bundleGuides enterprise-scale cloud architecture—multi-BU landing zones and federation, cloud Center of Excellence governance, enterprise agreement and commit strategy, org-wide FinOps and chargeback, regulated-workload patterns (residency, segmentation), hybrid integration with identity and ERP, and architecture review board standards for large organizations. Use when designing cloud at hundreds of accounts, steering CCoE policy, EA/MACC optimization, sovereign or regulated cloud placement, or executive cloud governance—not for single-product cloud designs (cloud-architect), hands-on service config (cloud-engineer), SOC 2 evidence automation (compliance-engineer), general cross-domain ADRs (senior-system-architecture), or enterprise AI copilot architecture (applied-ai-architect-commercial-enterprise), or VP-level cloud program portfolio and board narratives (vp-of-cloud).
- ▌ Network Backbone Architect · daemon-blockint-tech bundleDesign carrier- and enterprise-scale backbone networks—core/distribution/edge topology, OSPF, IS-IS, BGP and route policy, WAN/MPLS/SD-WAN, DCI, peering, transit, IX, anycast, ECMP, BFD, FRR, addressing, backbone QoS, capacity, maintenance domains, and observability (NetFlow, SNMP, telemetry); EVPN/VXLAN spine-leaf where relevant. This skill should be used when the user asks about network backbone, backbone architect, BGP design, OSPF, IS-IS, WAN architecture, MPLS, SD-WAN, data center interconnect, DCI, internet peering, transit provider, IX, core network design, route policy, ECMP, network redundancy, spine-leaf, or EVPN—not app HTTP/API (enterprise-integration-api-developer), cloud landing zone or VPC only (cloud-architect, enterprise-cloud-architect), host or endpoint security (information-security-engineer), cloud/Linux sysadmin (cloud-system-administrator), cabling without routing (infrastructure-engineer), or OT/ICS (scada-ics-cyber-security-specialist).
- ▌ Offensive Security Analyst · daemon-blockint-tech bundleGuides authorized offensive security work—engagement scoping and rules of engagement, reconnaissance, vulnerability validation, exploitation proof-of-concept, attack-path chaining, MITRE ATT&CK mapping, and remediation-focused reporting for pentests and red-team exercises. Use when planning or executing authorized penetration tests, validating findings with reproducible PoCs, prioritizing exploitable issues, simulating adversary TTPs within scope, or writing offensive findings for engineering remediation—not for SOC alert triage (defensive-security-analyst), security program or GRC design (cybersecurity), CI/CD hardening (devsecops), or LLM jailbreak and prompt-injection testing (ai-redteam).
- ▌ Product Support Specialist · daemon-blockint-tech bundleGuides product support specialist work—customer tickets about how the product works, configuration, permissions, workflows, and expected behavior; empathetic replies, triage and routing, macro and KB guidance, feature-request capture, and escalation to technical support or product when needed. Use when answering "how do I…" questions, clarifying plan limits, drafting support responses, deciding bug vs education vs config issue, or documenting feedback—not for deep log/API debugging and engineering repro (support-engineer), billing/dunning programs (customer-ops-specialist), exec/VIP escalation programs (community-executive-escalations-program-manager), or public API reference authoring (tech-writer-researcher), or structured developer training programs (developer-education-lead).
- ▌ Senior Fullstack Developer · daemon-blockint-tech bundleGuides senior full-stack delivery across TypeScript/React/Next.js frontends, Node or Python APIs, relational databases, authentication, testing, performance, and pragmatic system design for product features. Use when implementing end-to-end features, designing REST/GraphQL contracts, refactoring UI and backend, debugging production issues in app code, or reviewing PRs for maintainability—not for standard full-stack IC delivery without senior scope (fullstack-software-engineer), CI/CD platform work (devops), security program design (cybersecurity), ML modeling (data-scientist), or LLM prompt/agent design (ai-engineer, prompt-engineer).
- ▌ Senior System Architecture · daemon-blockint-tech bundleGuides senior system and solution architecture—cross-service boundaries, integration patterns, non-functional requirements (scale, reliability, security, cost), ADRs, C4-style modeling, architecture review, build-vs-buy, and phased migration (strangler, dual-write). Use when designing multi-service systems, evaluating platform or vendor choices, writing or reviewing architecture decision records, defining standards and principles, or assessing technical risk across domains—not for single-service RFCs and module design (senior-software-engineer), data platform or mesh decisions (data-architect), cloud landing zone, Well-Architected, and migration architecture (cloud-architect), cloud/IaC implementation (infrastructure-engineer, cloud-engineer), internal developer platform product (platform-engineer), or program tracking (technical-program-manager). For business strategy and cases, use business-consultant; for applied AI (RAG, agents, copilots), use applied-ai-architect-commercial-enterprise.
- ▌ Zero Tolerance For Failure · daemon-blockint-tech bundleGuides failure-prevention culture and operational excellence for mission-critical engineering— zero-defect aspiration vs error budgets; HRO principles; defense-in-depth; fail-safe/fail-closed; verification gates and independent checks; redundancy and graceful degradation; pre-mortems and FMEA; stop-the-line; defect escape, near-miss, and repeat-incident metrics; leadership against normalization of deviance—not blame culture. Use for failure-prevention programs, HRO practices, verification gates, fail-safe design, pre-mortem/FMEA, stop-the-line, near-miss reporting, or defect-escape metrics—not SRE error budgets only (site-reliability-engineer), incident command only (incident-management-engineer), backup/restore only (cyber-resilience-engineer), CI lint only (build-validator), agile coaching, HR discipline, or classified ATO without ops-excellence lens (classified-cyber-security-senior-manager).
- ▌ Cloud Compliance Specialist · daemon-blockint-tech bundleGuides cloud compliance—mapping SOC 2, ISO 27001, HIPAA, PCI DSS, FedRAMP, and data-residency requirements to cloud controls; collecting audit evidence from AWS, GCP, and Azure APIs; shared-responsibility narratives; CSPM/Config continuous monitoring; customer assurance questionnaires (CAIQ/SIG); and cloud-specific gap remediation before attestations. Use when scoping regulated workloads in cloud, preparing cloud control evidence for auditors, interpreting provider compliance artifacts (BAA, PCI AOC, FedRAMP packages), or proving residency and logging in multi-account estates—not for org-wide GRC programs and audit coordination without cloud evidence (compliance-specialist), non-cloud systems evidence automation (compliance-engineer), implementing security guardrails (cloud-security-engineer), legal DPAs or contract redlines (commercial-counsel), security strategy (cybersecurity), or CI pipeline gates only (devsecops).
- ▌ Cluster Deployment Engineer · daemon-blockint-tech bundleGuides Kubernetes cluster deployment and operations—cluster bootstrap and upgrades, node pools, add-ons (ingress, CNI, cert-manager), workload delivery with Helm/Kustomize/operators, namespace quotas and RBAC, GitOps sync to clusters, multi-cluster patterns, and production troubleshooting (scheduling, networking, crash loops). Use when deploying or upgrading K8s clusters, installing platform add-ons, rolling out manifests or Helm releases, fixing cluster-level failures, or designing namespace and multi-tenant cluster layout—not for VPC/IaC foundation (infrastructure-engineer), CI pipeline YAML (devops), app rollout strategy canary/blue-green (deployment-strategist), IDP golden paths (platform-engineer), or admission policy program design (devsecops). DC facility design: data-center-design-execution-lead. DC compute supply/efficiency: data-center-compute-supply-efficiency. Rack-ready delivery: senior-data-center-capacity-delivery-manager. RL training jobs on cluster: ml-systems-engineer-rl-engineering.
- ▌ Financial Intelligence Unit · daemon-blockint-tech bundleThis skill should be used when the user asks about FIU, financial intelligence unit, AML FIU, case analysis, alert triage, suspicious activity analysis, escalate to MLRO, FIU reporting, transaction monitoring investigation, or FIU workflow. Operates the Financial Intelligence Unit within an AML/CFT program—alert and case intake/triage, financial flow and counterparty analysis, typology-driven investigations, case documentation, QA/peer review, MLRO escalation packs, internal management reporting (not legal filing advice), coordination with TM/compliance/investigations, and FIU metrics/backlog—not enterprise AML policy design (aml-compliance), sole STR/SAR narrative drafting (str-report), CFT/PF-only typologies (aml-cft), IT audit fieldwork (auditor), or technical control evidence (compliance-engineer).
- ▌ Fullstack Software Engineer · daemon-blockint-tech bundleGuides full-stack software engineering—end-to-end product features across web frontends (React/Next.js or similar), backend APIs (Node/TypeScript or Python), databases, auth, testing, and production debugging for maintainable application code. Use when building or fixing user-facing features, designing REST/GraphQL/tRPC contracts, implementing forms and API routes, writing migrations, adding tests, or reviewing application PRs—not for CI/CD platforms (devops), cloud VPC/IaC (infrastructure-engineer), data warehouse modeling (data-warehouse-engineer), LLM/RAG features (ai-engineer), or org security/compliance programs (cybersecurity, compliance-engineer). For browser web-app patterns (sessions, CSRF, CORS, CSP, SSR/SPA routing), use web-application-developer. For senior-level system design and mentorship-style review, also use senior-fullstack-developer. UI-only from design: ui-software-engineer. Ticket repro without code: support-engineer.
- ▌ Multi Agent System Engineer · daemon-blockint-tech bundleGuides engineering of multi-agent systems—agent roles and specialization, orchestration topologies (supervisor, peer-to-peer, hierarchical, blackboard), task decomposition and routing, inter-agent messaging (A2A-style patterns), shared vs partitioned state, fan-out/fan-in and DAG workflows, synchronization and consensus, conflict resolution, fault tolerance and retries across agents, cost/latency/token budgets, cross-agent observability, testing multi-agent flows, and deployment (queues, durable workflows). Framework-agnostic; high-level LangGraph, Deep Agents, and agenthub—not single-agent loops (agentic-ai-developer), ML training (ai-engineer), strategy-only whiteboard (enterprise-strategist), or PM planning (technical-program-manager). Use for multi-agent system, multi-agent engineer, agent orchestration, supervisor agent, agent topology, fan-out fan-in, agent handoff protocol, multi-agent workflow, agent coordination, blackboard pattern, hierarchical agents, A2A, agent DAG, multi-agent architecture.
- ▌ Property Casualty Insurance · daemon-blockint-tech bundleGuides property and casualty (P&C) insurance—commercial and personal lines, major LOBs (property, GL, workers comp, commercial auto, umbrella, specialty), underwriting and risk selection, policy triggers (occurrence vs claims-made), limits and exclusions, claims (FNOL, reserving, litigation), reinsurance and catastrophe, distribution (agents, brokers, MGAs), metrics (loss ratio, combined ratio, cat load), and state DOI/rate filing overview—not legal advice. Use for P&C insurance, property and casualty, commercial lines, workers comp, general liability, combined ratio, loss ratio, underwriting, claims-made, occurrence policy, reinsurance, catastrophe, MGA, rate filing, or FNOL—not actuarial modeling (actuary), life/health depth, legal interpretation (commercial-counsel), or GRC controls without insurance context (compliance-engineer).
- ▌ Sentiment Analysis Engineer · daemon-blockint-tech bundleThis skill should be used when the user asks to build or evaluate sentiment and opinion-mining systems—label schemas, lexicon/ML/transformer/LLM classifiers, annotation and IAA, F1/calibration, domain adaptation, multilingual/code-switching, sarcasm/negation/bias, and production inference with drift monitoring. Triggers: sentiment analysis, sentiment engineer, opinion mining, text classification, aspect-based sentiment, ABSA, fine-tune sentiment, sentiment model, polarity detection, emotion detection, review sentiment, social media sentiment, sentiment labeling, sentiment evaluation, sarcasm detection, multilingual sentiment. Not for marketing copy (content-creator), MLOps without NLP (ml-ops-engineer), general data science (data-scientist), social campaigns (social-content), safety-classifier R&D (ml-research-engineer-safeguards), or legal outcomes from scores alone.
- ▌ Cross Department Translation · daemon-blockint-tech bundleReframes messages, requirements, metrics, and decisions for organizational audiences—engineering, product, finance, legal, compliance, sales, operations, actuarial, and executive—by detecting jargon, surfacing implicit assumptions, producing dual-audience briefs, RACI-aligned handoffs, owner-tagged meeting actions, technical-to-business and business-to-technical translation, and escalation summaries. Use when translating for engineering, explaining to finance, cross-department bridging, rewriting for executives, business-friendly versions, technical summaries for leadership, inter-team handoffs, department jargon, or dual-audience briefs—not external customer or brand copy (communication-lead), contract redlines (commercial-counsel), full multi-team program execution (technical-program-manager), human-language i18n/l10n product strings, or strategy-only consulting without audience reframing (business-consultant).
- ▌ High Concurrency Scalability · daemon-blockint-tech bundleDesign and optimize systems for high concurrency, throughput, scalability, and elastic scale—concurrency models (threads, async/await, actors), lock-free patterns, connection pooling, caching stampede mitigation, horizontal scaling, load balancing, backpressure, queueing, rate limiting, bulkheads, read replicas, sharding, pool tuning, profiling, capacity planning, SLO-driven autoscaling, multi-region and CDN edge architecture. Use when the user asks about high concurrency, scalability, throughput, horizontal scaling, connection pooling, backpressure, rate limiting, caching stampede, read replica, sharding, autoscaling, capacity planning, lock contention, async scalability, or load balancing—not service decomposition (microservices-developer), event buses only (event-driven-architecture), generic CRUD (senior-software-engineer), SRE on-call only (site-reliability-engineer), load tests without architecture (performance-engineer), or cost-only FinOps (cloud-economist).
- ▌ Incident Management Engineer · daemon-blockint-tech bundleGuides incident management engineering—severity models, escalation policies, on-call design, paging and comms tooling (PagerDuty/Opsgenie/Slack), incident lifecycle workflows, status pages, blameless postmortems, and reliability metrics (MTTD, MTTR, incident rate). Use when designing or improving incident response programs, on-call rotations, escalation paths, incident tooling integrations, postmortem templates, or SEV definitions—not for hands-on outage debugging (devops), security investigations (defensive-security-analyst), security IR policy (cybersecurity), multi-team program tracking (technical-program-manager), or individual customer technical tickets (support-engineer), or exec/VIP and community customer escalation programs (community-executive-escalations-program-manager). For incident **message** drafting and approval workflows, use communication-lead.
- ▌ People Operations Specialist · daemon-blockint-tech bundleGuides people operations (HR ops)—employee lifecycle administration, HRIS workflows, onboarding and offboarding checklists, handbook and policy rollout, benefits and payroll coordination, performance review cycles, leave and PTO process, and people data hygiene. Use when running new-hire onboarding, offboarding, HR policy communications, performance cycle logistics, org change updates in HRIS, or employee-facing process design—not for corporate board governance (corporate-counsel), commercial contract redlines (commercial-counsel), SOC audit evidence (compliance-engineer), or customer success onboarding (customer-ops-specialist). Escalate employment law questions to qualified counsel.
- ▌ Simulation Software Engineer · daemon-blockint-tech bundleSimulation systems: discrete-event and continuous-time physics/kinematics, sensor and environment models, digital twins, scenario runners, SIL/HIL interfaces, real-time and faster-than-real-time execution, deterministic replay, calibration/validation, Monte Carlo sweeps, distributed sim concepts. Robotics, training sim, automotive, manufacturing, game-engine pipelines (NDA-safe). Use for simulation software, build a simulator, discrete event simulation, physics simulation, digital twin, SIL, HIL, scenario runner, simulation framework, deterministic replay, Monte Carlo simulation, sensor model simulation, Simulink-style, real-time simulation—not game-only, fusion-only (sensor-fusion-engineer), autonomy stack (tactical-ai-autonomy-developer), MCU firmware (embedded-real-time-software-engineer), plant control (control-software-developer), formal proofs (software-assurance-formal-methods-specialist), HIL security (hardware-in-the-loop-security-tester), server perf only (performance-engineer).
- ▌ Deal Operations Administrator · daemon-blockint-tech bundleGuides 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).
- ▌ Enterprise Security Architect · daemon-blockint-tech bundleGuides enterprise-wide security architecture—reference architectures and domains (identity, data, application, network, endpoint), zero-trust and segmentation, framework mapping (NIST CSF, ISO 27001, CIS), EA and risk alignment, architecture executive briefings, and BU/acquisition standards. Use for enterprise security reference models, zero-trust roadmaps, control catalogs, security ARB standards, or acquisition integration—not cloud landing zones (enterprise-cloud-architect), cloud IAM/terraform (cloud-security-engineer), control deployment/SIEM/EDR (information-security-engineer), product ADRs (senior-system-architecture), risk scoring (security-risk-analyst), GRC program (compliance-specialist), evidence automation (compliance-engineer), CI gates (devsecops), or CISO board program (chief-information-security-officer).
- ▌ Information Security Engineer · daemon-blockint-tech bundleGuides information security engineering—implementing and operating security controls, identity and access systems, encryption and secrets management, security tool integrations (SIEM, EDR, SOAR), cloud guardrails, hardening baselines, and remediation engineering for vulnerabilities. Use when building SSO/RBAC/PAM patterns, configuring KMS or certificate lifecycle, deploying WAF/DLP or EDR connectors, writing security-as-code policies (OPA, SCPs, CIS benchmarks), integrating logging to SIEM, automating security workflows, or validating control fixes—not for SOC triage (soc-analyst), pentesting (penetration-tester, network-pentester, web-pentester), red team (red-team-specialist), CI gates only (devsecops), platform provisioning without security ownership (infrastructure-engineer), CISO/exec program (chief-information-security-officer), security program strategy (cybersecurity), GRC program and audit prep (compliance-specialist), or product tenancy isolation (product-infrastructure-security-engineer).
- ▌ Predictive Logistics Developer · daemon-blockint-tech bundleBuild and operate predictive models for logistics networks—demand forecasting at SKU/location/lane granularity; inventory positioning and safety stock optimization interfaces; ETA and lead-time prediction; capacity and congestion signals; route and network flow forecasting at model-integration level; cold chain and perishables; promotion and seasonality; model monitoring, drift, and backtesting against operational KPIs (fill rate, OTIF, WMAPE/MAPE). Use for predictive logistics, demand forecasting logistics, ETA prediction, inventory positioning, safety stock optimization, OTIF forecast, lane demand, WMAPE, logistics ML, capacity forecasting logistics, or cold chain forecast—not pure OR/MIP without logistics domain (operations-research-algorithm-developer), supply chain strategy only (supply-chain-manager), WMS feature dev (wms-developer), fleet telematics ingestion (geospatial-telematics-developer), generic ML without logistics (data-scientist), or EDI document mapping (edi-engineer).
- ▌ Sentiment Forecasting Engineer · daemon-blockint-tech bundleThis skill should be used when the user asks to forecast aggregate sentiment and opinion dynamics over time—sentiment indices from text streams; temporal rollups; leading/lagging KPI links; time-series and sequence models (ARIMA, Prophet, state-space, ML); nowcasting; spikes, bots, and bias; walk-forward backtests; intervals and scenarios; volume/velocity/topic features; BI or brand dashboards. Triggers: sentiment forecasting, forecast sentiment, sentiment index, opinion trend forecast, social sentiment time series, brand sentiment trajectory, nowcast sentiment, sentiment leading indicator, aggregate polarity forecast, sentiment backtest, walk-forward sentiment, sentiment spike prediction. Not for per-text labeling (sentiment-analysis-engineer), demand forecasting without sentiment (predictive-logistics-developer, data-scientist), trade advice (methodology only), marketing copy (content-creator), macro without text sentiment (financial-analyst partial).
- ▌ Tactical AI Autonomy Developer · daemon-blockint-tech bundleGuides edge and tactical autonomous systems—perception-planning-control under latency and safety constraints; behavior trees/state machines vs learned policies; human-on-the-loop; geofencing, no-strike rules, mission abort; sim and field testing; ROS2/middleware patterns; sensor fusion; degraded modes; autonomy audit logging. Use for UAS/autonomous stacks, safety rules, HITL, sim-to-field validation, fail-safe—not LLM products (ai-engineer), LLM red team (ai-redteam), safeguard serving (ml-infrastructure-engineer-safeguards), governance only (ai-risk-governance), MCU firmware without autonomy (embedded-real-time-software-engineer), plant PLC/DCS (control-software-developer), HIL security bench (hardware-in-the-loop-security-tester).
- ▌ Geospatial Telematics Developer · daemon-blockint-tech bundleBuilds location-aware systems—CRS/projections; GeoJSON, Shapefile, GeoTIFF, MVT; PostGIS spatial SQL; indexes and tiling; OGC WMS/WFS/WMTS integration; map matching, trajectories, geofencing; fleet telematics (GPS/GNSS, NMEA, timestamps, CAN metadata); streams and batch ETL; location privacy/accuracy. Use for geospatial developer, telematics, PostGIS, GeoJSON, geofencing, fleet tracking, GPS trajectory, map matching, NMEA, spatial query, tile server, OGC, coordinate projection, vehicle telematics—not pure OR routing without geo (operations-research-algorithm-developer), autonomy fusion (sensor-fusion-engineer), WMS workflows (wms-developer), warehouse marts without geo (data-warehouse-engineer), generic backend (senior-software-engineer), simulation platforms (simulation-software-engineer), robotics without fleet geo (robotics-automation-integration-engineer).
- ▌ Ml Research Engineer Safeguards · daemon-blockint-tech bundleGuides ML/research engineering for safeguards—safety classifier development, harm benchmarks and eval suites, labeled dataset design, fine-tuning and ablations, calibration and slice analysis, attack-surface research memos, and promotion criteria for new moderation models. Use when building or evaluating guardrail models, designing safety benchmarks, measuring precision/recall on policy categories, comparing mitigation techniques, or writing research reports on classifier improvements—not for production inference gateways (ml-infrastructure-engineer-safeguards), PII/leakage privacy research (privacy-research-engineer-safeguards), red-team attack campaigns (ai-redteam), AI governance policy (ai-risk-governance), general non-safety research (ai-researcher), or token-efficiency studies (research-engineer-scientist-tokens).
- ▌ Product Management Monetization · daemon-blockint-tech bundleGuides product management for monetization—pricing and packaging, plan tiers, usage meters, paywalls and upgrade paths, free-to-paid conversion, expansion revenue features, monetization experiments, and PRDs for billing-adjacent product surfaces. Covers success metrics (conversion, ARPU, NRR drivers) and finance alignment on recognition implications—not GAAP revenue accounting (senior-revenue-accountant), billing ops and dunning (customer-ops-specialist), market sizing and canvas research (business-model-researcher), deal desk order forms (deal-operations-administrator), or payment integration code (fullstack-software-engineer). Paywall UX: product-designer.
- ▌ Bcm Disaster Recovery Specialist · daemon-blockint-tech bundleGuides security-focused business continuity and disaster recovery—BIA for critical security and IT services, RTO/RPO for identity and security tooling, cyber-resilient BCP/DRP, ransomware and destructive-attack recovery playbooks, backup/immutability and restore testing, crisis comms coordination with IR, tabletop exercises, and high-level regulatory BCM expectations. Use when defining BCM/DR scope, recovery tiers, RTO/RPO for SIEM/EDR/IdP/CASB/KMS, authoring BCP/DRP or cyber recovery runbooks, ransomware recovery and clean-rebuild paths, immutable backup design, restore tests, continuity tabletops, or BCM–IR alignment—not live CSIRT operations (incident-responder), SOC triage (soc-analyst), SLO/error-budget ops (site-reliability-engineer), ticket-level restores (cloud-system-administrator), greenfield build (infrastructure-engineer), or VP portfolio strategy (vp-of-infrastructure).
- ▌ Data Center Design Execution Lead · daemon-blockint-tech bundleGuides data center design and build execution—site and tier selection, capacity and density planning (kW/rack, floor loading), power and cooling architecture, physical layout and containment, network meet-me and carrier connectivity, standards alignment (TIA-942, Uptime tiers), contractor coordination, commissioning, and operational handoff (DCIM, monitoring). Use when planning a new or expanded colo/on-prem facility, reviewing MEP and rack layouts, sizing power/cooling for GPU or HPC density, running DC build phases, or accepting a hall from design—not for cloud VPC/IaC (infrastructure-engineer), K8s deploy (cluster-deployment-engineer), ADRs (senior-system-architecture), GRC-only (cybersecurity), compute utilization (data-center-compute-supply-efficiency), DC portfolio (data-center-portfolio-planning-execution-lead), or capacity delivery schedule (senior-data-center-capacity-delivery-manager).
- ▌ Senior Frontend Software Engineer · daemon-blockint-tech bundleGuides senior front-end software engineering—TypeScript/React/Next.js architecture, component design, client and server rendering, state and data fetching, styling and design systems, accessibility (WCAG), performance (Core Web Vitals), testing, and senior-level UI code review. Use when building or refactoring complex UIs, designing component APIs, optimizing LCP/INP/CLS, implementing accessible interactions, integrating design tokens, or reviewing front-end PRs—not for backend APIs or databases (fullstack-software-engineer, senior-fullstack-developer), design-only critiques without implementation, CI/CD (devops), or cross-service system RFCs (senior-software-engineer). For implementing screens from design specs, component states, and visual QA, use ui-software-engineer. Deep perf investigations and load/RUM analysis: performance-engineer.
- ▌ Wireless Wifi Mobility Specialist · daemon-blockint-tech bundleEnterprise WLAN for mobile users—RF/site surveys, AP placement, 802.11 (Wi-Fi 5/6/6E/7), channel/power planning, SSID/VLAN segmentation, WPA3/802.1X/RADIUS, guest/captive portal, roaming (802.11k/r/v, band steering), high-density and mesh/outdoor, LAN/SD-WAN edge integration, troubleshooting (SNR, DFS, CCI). This skill should be used when the user asks about Wi-Fi, wireless mobility, WLAN design, wireless survey, AP placement, 802.11, Wi-Fi 6, Wi-Fi 6E, roaming, 802.11k, 802.11r, band steering, WPA3, 802.1X, enterprise wireless, high density Wi-Fi, channel planning, RF interference, wireless troubleshooting, Aruba, Meraki wireless, or Cisco wireless—not cellular RAN/5G core, MPLS/BGP backbone (network-backbone-architect), SD-WAN overlay (sd-wan-engineer), cloud VPC only (cloud-architect), MDM-only, or OT ISA wireless (scada-ics-cyber-security-specialist).
- ▌ AI Adversarial Robustness Engineer · daemon-blockint-tech bundleAdversarial robustness engineering for ML/AI—evasion, poisoning, extraction, membership-inference threat models; robust training, sanitization, detectors; ASR/certified evals; lab model attacks; data-pipeline integrity; production I/O guardrails (classical ML and LLM/multimodal). Use for adversarial examples, robustness suites, poison audits, deploy guardrails—not LLM app red team (ai-redteam), governance (ai-risk-governance), safety classifier R&D (ml-research-engineer-safeguards), safeguard serving (ml-infrastructure-engineer-safeguards), privacy research (privacy-research-engineer-safeguards), AppSec pentest (penetration-tester).
- ▌ AI Token Improvement Plan Engineer · daemon-blockint-tech bundleGuides creation of AI token and cost improvement plans—baseline audits, spend attribution, optimization initiative backlog (prompt, context, model routing, RAG, agents), impact estimates, quality guardrails, measurement KPIs, and phased rollout with owners. Use when building a token reduction roadmap, cost optimization program, LLM unit-economics improvement plan, or executive brief on cutting inference spend without breaking evals—not for hands-on context layout implementation (ai-context-engineer), single-prompt rewrites (prompt-engineer), RAG pipeline build (ai-engineer), or AI ops cadence and vendor governance (ai-lead-ops). For end-to-end commercial/enterprise AI solution architecture before cost programs, use applied-ai-architect-commercial-enterprise. Empirical token studies and ablations: research-engineer-scientist-tokens.
- ▌ Chief Information Security Officer · daemon-blockint-tech bundleGuides executive security leadership—security program strategy and operating model, risk appetite and board or audit-committee reporting, KRIs and leadership metrics, incident escalation and crisis communications, security budget and org design, regulatory and audit relationships at exec level, and cyber insurance and vendor posture. Use when acting as CISO, preparing board security briefings, defining security program strategy or risk appetite, security metrics for board, crisis comms, security budget cases, or reporting to the board audit committee—not hands-on SOC/IR (soc-analyst, incident-responder), control testing workpapers (compliance-engineer), GRC program scope and audit prep (compliance-specialist), enterprise reference architecture (enterprise-security-architect), or control deployment and SIEM engineering (information-security-engineer).
- ▌ Ml Systems Engineer Rl Engineering · daemon-blockint-tech bundleGuides ML systems engineering for reinforcement learning—distributed training platforms, rollout workers and vectorized environments, replay buffers, policy/critic serving for train loops, checkpointing and experiment tracking, sim-to-real hooks, and RL training reliability. Use when building RL training infrastructure, scaling PPO/SAC-style jobs, debugging unstable distributed rollouts, designing env APIs, or exporting policies for inference—not for supervised ML product modeling (data-scientist), LLM RAG/agents (ai-engineer), safeguard classifiers (ml-research-engineer-safeguards, ml-infrastructure-engineer-safeguards), general GPU serving without RL (ml-infrastructure-engineer-safeguards), or app latency profiling (performance-engineer).
- ▌ Research Engineer Scientist Tokens · daemon-blockint-tech bundleGuides research engineering and science on LLM tokens—hypotheses about context use, tokenization, compression, and inference efficiency; rigorous benchmarks (tokens per task, quality–cost Pareto); ablation design; instrumentation and reproducible logs; and research memos that inform product decisions. Use when designing token-efficiency experiments, measuring context utilization, comparing compression or routing methods, analyzing tokenizer effects, or writing technical reports on token/cost trade-offs—not for phased cost roadmaps and owners (ai-token-improvement-plan-engineer), production context pipeline implementation (ai-context-engineer), single-prompt edits (prompt-engineer), general non-token AI research (ai-researcher), or shipping features (ai-engineer).
- ▌ Anti False Positive Decision Making · daemon-blockint-tech bundleGuides decision frameworks when false positives are costly—thresholds, evidence bars, and escalation so actions are not taken on weak signals. Covers FP/FN trade-offs, base rates, corroboration, tiered response (monitor vs act), security/compliance alert tuning, screening workflows, HITL gates, precision/recall/FDR, decision rationale docs, and alert fatigue. Use when the user mentions false positive, reduce false positives, alert tuning, too many false alarms, precision vs recall, when to escalate, evidence threshold, anti false positive, decision threshold, base rate, corroboration before action, alert fatigue, screening false positive, or don't block on weak signal—not for production ML classifiers (data-scientist, ml-ops-engineer), legal determinations (commercial-counsel), detection rules without decision policy (domain security/AML skills), or generic brainstorming (executive-mentor).
- ▌ Prompt Engineer Agent Prompts Evals · daemon-blockint-tech bundleGuides prompt engineering for tool-using agents—system and developer prompts, tool schemas, handoffs and subagents, golden datasets, offline eval harnesses, regression CI, LLM-as-judge rubrics, and release gates for prompt changes. Use when authoring agent prompts, building eval suites for agents or copilots, debugging tool-selection failures, designing judge rubrics, or gating prompt deploys—not for general few-shot/CoT patterns only (prompt-engineer), full RAG pipelines (ai-engineer), adversarial red-team campaigns (ai-redteam), or AI ops SLOs (ai-lead-ops). For managing prompt/eval teams, release policy, and hiring, use engineering-manager-agent-prompts-evals—not this skill.
- ▌ Scada Ics Cyber Security Specialist · daemon-blockint-tech bundleGuides OT/ICS and SCADA cyber security—Purdue zones, IEC 62443 and NIST SP 800-82 (practitioner), OT asset inventory (PLCs, RTUs, HMIs, historians), secure remote access, OT patch/vuln management, ICS protocol monitoring (Modbus, DNP3, OPC, BACnet high level), safety-first IR, OT threat classes (TRITON, Industroyer), hardening roadmaps, IT/OT convergence. Use for OT program scope, ICS segmentation, OT vuln/patch, detection/IR playbooks, vendor remote access, IEC 62443 or NIST 800-82 gaps—not IT network pentest (network-pentester), web apps (web-pentester), HIL bench only (hardware-in-the-loop-security-tester), GRC only (compliance-specialist), SOC triage (soc-analyst), or IT IR without OT safety (incident-responder). Safety over aggressive testing; no unsafe live-plant steps.
- ▌ Cisco Certified Network Professional · daemon-blockint-tech bundleGuides CCNP-level enterprise campus and WAN networking—VLAN/STP/RSTP/MST, EtherChannel, stacking, OSPF/EIGRP/BGP fundamentals, redistribution, FHRP (HSRP/VRRP/GLBP), IPv4/IPv6, WAN/SD-WAN design adjacency, assurance (SNMP, NetFlow/IPFIX, telemetry), 802.1X/ACLs/device hardening, enterprise QoS, and structured troubleshooting on IOS-XE, Catalyst, and Meraki. Use when the user mentions CCNP, Cisco Certified Network Professional, OSPF design, EIGRP, BGP enterprise, campus switching, STP troubleshooting, HSRP, enterprise routing, Catalyst switch, IOS-XE, network assurance, redistribution, VLAN design, or CCNP Enterprise—not carrier-scale BGP alone (network-backbone-architect), SD-WAN ops only (sd-wan-engineer), cloud IaC only (cloud-engineer), Wi-Fi RF depth (wireless-wifi-mobility-specialist), security audits (information-security-engineer), cabling without L3 (infrastructure-engineer), or IoT/OT edge (iot-network-edge-engineer).
- ▌ Embedded Real Time Software Engineer · daemon-blockint-tech bundleGuides embedded real-time firmware—MCU tradeoffs, bare-metal vs RTOS (FreeRTOS/Zephyr patterns), task priorities/deadlines/jitter, ISR deferred work, stack/heap policy, WCET/timing analysis, concurrency and priority inversion, drivers/HAL, JTAG/SWD/trace, power modes, MISRA C awareness, safety-aware automotive/medical/industrial patterns without certification claims. Use for embedded firmware, RTOS scheduling, drivers/HAL, IRQ design, memory policy, WCET, bring-up, low-power—not HIL security (hardware-in-the-loop-security-tester), backend apps (senior-software-engineer), SCADA/OT (scada-ics-cyber-security-specialist), server perf (performance-engineer), RTL-only without firmware, CI gates (build-validator), tiering only (mission-critical).
- ▌ Enterprise Integration API Developer · daemon-blockint-tech bundleGuides enterprise integration platforms and APIs—REST/GraphQL versioning, OpenAPI/AsyncAPI, event-driven integration (pub/sub, outbox, idempotency, sagas), canonical models and anti-corruption layers, iPaaS/ESB orchestration vs choreography, API gateways, OAuth2/OIDC, mTLS, B2B partner APIs, transformation, correlation IDs, DLQ patterns, compatibility and deprecation. Use for enterprise integration, API developer, integration architect, OpenAPI, event-driven integration, API gateway, canonical model, iPaaS, ESB, webhook, idempotent consumer, saga pattern, B2B API, API versioning, anti-corruption layer—not EDI X12/EDIFACT (edi-engineer), classified air-gapped only (classified-software-devsecops-engineer), OR solvers (operations-research-algorithm-developer), generic CRUD (senior-software-engineer).
- ▌ Hardware In The Loop Security Tester · daemon-blockint-tech bundleGuides security assessment of embedded and cyber-physical systems on hardware-in-the-loop (HIL) test benches—bench setup, ECU/ECM or PLC targets, bus interfaces (CAN/CAN-FD, LIN, automotive Ethernet, Modbus at high level), fault injection and stimulus design, simulated plant/environment integration, attack-surface monitoring on real hardware, reproducible test cases, lab safety interlocks, and evidence capture for firmware and vehicle security teams. Use for HIL security testing, ECU security assessment, CAN bus security, PLC HIL test, fault injection lab, embedded hardware security—not web/API pentest (web-pentester), network-only pentest (network-pentester), malware/binary RE only (reverse-engineer), SOC operations (soc-analyst), AI red team (ai-redteam), classified ISSO paperwork (information-systems-security-officer-classified-specialist), or pure software CI without hardware (build-validator).
- ▌ Privacy Research Engineer Safeguards · daemon-blockint-tech bundleGuides privacy research engineering for safeguards—PII and sensitive-data detection research, redaction and de-identification evals, memorization and extraction risk studies, privacy benchmarks and labeled corpora, logging/retention minimization for safety pipelines, and research memos on privacy–utility trade-offs for guardrail systems. Use when measuring PII detector quality, designing privacy eval suites for moderation stacks, studying training-data leakage or prompt logging risk, or recommending privacy mitigations for safeguard models—not for SOC 2/GDPR evidence automation (compliance-engineer), legal DPIA or AI policy (ai-risk-governance), harm/toxicity classifier R&D (ml-research-engineer-safeguards), production inference gateways (ml-infrastructure-engineer-safeguards), or general non-privacy research (ai-researcher).
- ▌ Validation By Educational Experience · daemon-blockint-tech bundleGuides Validation by Educational Experience (VEE) for North American actuarial credential paths (SOA, CAS)—how VEE fits preliminary requirements, current topic areas (Economics, Accounting & Finance, Mathematical Statistics; subject to society updates), approved-course criteria, candidate workflow and documentation, SOA vs CAS submission timing relative to ASA/ACAS progress, international/transfer considerations, and common pitfalls. Use for VEE, validation by educational experience, VEE credit, actuarial VEE requirements, SOA VEE, CAS VEE, VEE economics, VEE statistics, VEE accounting and finance, college credit for actuarial exams, submit VEE transcript—not deep exam study (pre-actuarial-foundations, advanced-short-term-actuarial-mathematics, advanced-long-term-actuarial-mathematics), workpapers (actuarial-analyst), signing (associate-actuary, appointed-chief-actuary), official transcript qualification rulings, or generic degree planning.
- ▌ Data Center Compute Supply Efficiency · daemon-blockint-tech bundleGuides data center compute supply and resource efficiency—capacity and utilization planning, kW-per-useful-compute metrics, stranded power and rack space, hardware refresh and decommission, power-aware placement, consolidation and right-sizing of physical hosts, GPU/CPU supply alignment with workload demand, and sustainability reporting (PUE, carbon intensity). Use when optimizing on-prem or colo compute footprint, forecasting server/GPU supply, reducing idle capacity, improving DC utilization, or balancing efficiency vs performance SLAs—not for greenfield facility design (data-center-design-execution-lead), K8s deploy/troubleshoot (cluster-deployment-engineer), cloud-only FinOps (infrastructure-engineer scope varies), or LLM token cost programs (ai-token-improvement-plan-engineer), or multi-site investment prioritization and steering (data-center-portfolio-planning-execution-lead), or MW/rack construction delivery (senior-data-center-capacity-delivery-manager). Compute accounting: compute-accounting-manager.
- ▌ Ml Infrastructure Engineer Safeguards · daemon-blockint-tech bundleGuides ML infrastructure for safeguards—inference gateways, model serving (GPU/CPU), guardrail and moderation pipelines in the request path, policy enforcement hooks, safety observability, rollout of filter/model versions, and reliability of the protected inference plane. Use when designing or operating safeguard layers on LLM/ML endpoints, deploying classifiers or moderation services, wiring pre/post-filters, scaling safety microservices, or debugging block-rate/latency regressions on the safety path—not for corporate AI policy (ai-risk-governance), building RAG/agents (ai-engineer), adversarial test campaigns (ai-redteam), general CI/CD (devops), app perf profiling (performance-engineer), or DC facility compute programs (data-center-compute-supply-efficiency). Safeguard R&D: ml-research-engineer-safeguards; privacy research: privacy-research-engineer-safeguards.
- ▌ Classified Software Devsecops Engineer · daemon-blockint-tech bundleGuides secure software delivery and DevSecOps for cleared/classified or high-side programs—disconnected or air-gapped CI/CD, artifact promotion across classification boundaries (conceptual), SBOM/signing/ provenance, SAST/DAST/secrets/IaC/container gates, supply-chain controls, STIG/CIS deploy baselines, IaC for classified landing zones, cleared developer workstations, build/deploy audit logging, and ATO/RMF pipeline evidence (not SSP ownership). Use for classified DevSecOps, cleared pipeline, high-side CI/CD, air-gapped build, cross-domain release, classified software delivery, STIG pipeline, ATO evidence CI, SBOM classified, secure software factory—not portfolio cyber governance (classified-cyber-security-senior-manager), ISSO/SSP (information-systems-security-officer-classified-specialist), commercial-only DevSecOps (devsecops), general DevOps (devops), build-only validation (build-validator), pentest (penetration-tester), or enterprise GRC-only (compliance-specialist).
- ▌ Product Management Human Data Platform · daemon-blockint-tech bundleGuides product management for human data platforms—annotation and labeling products, workforce workflows, task design, quality systems (gold sets, adjudication, inter-annotator agreement), customer ML-team project delivery, contributor experience, and privacy-safe handling of human-generated training data. Use when prioritizing roadmap for labeling/RLHF/eval data platforms, writing PRDs for annotation or QA features, defining success metrics for throughput and quality, scoping enterprise customer workflows, or balancing cost-quality-speed tradeoffs—not for hands-on model training (data-scientist), warehouse/analytics pipelines (data-warehouse-engineer), generic BRD workshops without product lens (business-analyst), AI solution architecture for copilots (applied-ai-architect-commercial-enterprise), or control implementation for audits (compliance-engineer). UX flows: product-designer. Eval harnesses: prompt-engineer-agent-prompts-evals. Pricing/packaging for platform: product-management-monetization.
- ▌ Technical Program Manager Security Cvd · daemon-blockint-tech bundleGuides technical program management for security coordinated vulnerability disclosure (CVD)— disclosure policy, intake and triage SLAs, researcher coordination, fix/remediation tracking, embargo and publication timelines, CVE/advisory coordination, bug bounty program operations, and cross-functional gates (security engineering, legal, comms, product). Use when running a CVD or responsible disclosure program, disclosure calendar, bounty ops, or unblocking multi-team remediation for reported vulnerabilities—not for hands-on pentest (offensive-security-analyst), SOC triage (defensive-security-analyst), vuln scanning in CI (devsecops), enterprise security strategy (cybersecurity), generic non-security programs (technical-program-manager), or contract redlines (commercial-counsel).
- ▌ Engineering Manager Agent Prompts Evals · daemon-blockint-tech bundleGuides engineering managers leading teams that own agent prompts, tool schemas, golden eval suites, judge programs, and prompt regression CI—org design, hiring, roadmap with PM/risk, release governance, and team KPIs for eval quality and prompt stability. Use when managing prompt/eval engineers, prioritizing eval backlogs, staffing harness and judge programs, or governing prompt releases—not for writing prompts or harnesses (prompt-engineer-agent-prompts-evals), vertical AI squad management (engineering-manager-vertical-ai-products), or AI platform SRE (ai-lead-ops).
- ▌ Operations Research Algorithm Developer · daemon-blockint-tech bundleFormulate and implement operations research optimization models—LP, MIP/QP, constraint programming, network flows, assignment, VRP, scheduling, resource allocation, inventory/production planning; heuristics and metaheuristics; sensitivity and infeasibility diagnosis; solver integration (OR-Tools, Gurobi, CPLEX, HiGHS, PuLP, Pyomo); production OR APIs (timeouts, warm starts). Use for operations research, OR engineer, optimization model, linear programming, mixed integer programming, MIP, VRP, vehicle routing, scheduling optimization, OR-Tools, Gurobi, constraint programming, resource allocation optimization, infeasible model, metaheuristic—not ML prediction (data-scientist), SCM strategy without optimization math (supply-chain-manager), WMS features (wms-developer), simulation platforms (simulation-software-engineer), generic backend (senior-software-engineer), dbt/warehouse (analytics-data-engineer).
- ▌ Advanced Long Term Actuarial Mathematics · daemon-blockint-tech bundleGuides 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.
- ▌ Classified Cyber Security Senior Manager · daemon-blockint-tech bundleGuides senior management of classified and high-side cyber programs—cleared workforce/facility alignment, program security plans, RMF/ATO-style authorization interfaces (manager depth), insider risk coordination, classified ops interfaces, government incident escalation, inspection readiness, personnel security interfaces, classified IT supply chain, and authorizing-official briefings. Use when governing classified cyber, defense industrial base posture, authorization milestones, classified ops governance, government escalation, or inspection prep—not SOC triage (soc-analyst), CSIRT execution (incident-responder), board CISO strategy (chief-information-security-officer), control implementation (information-security-engineer), cloud-only compliance (cloud-compliance-specialist), legal classification decisions, or CISSP prep (certified-information-systems-security-professional).
- ▌ Director Infrastructure Capex Accounting · daemon-blockint-tech bundleGuides director-level infrastructure capex accounting—capitalization policy and governance, WIP/CIP and project closeout, useful-life and impairment standards, capex forecast vs actual for data center and compute programs, board and audit narratives, SOX over fixed-asset and cloud-prepaid programs, and alignment with engineering and portfolio delivery. Use when setting capex accounting policy, reviewing material capitalization judgments, governing infrastructure asset programs, executive capex reporting, or audit steering for DC/compute investments—not for month-end JEs and CUR mapping (compute-accounting-manager), rack utilization (data-center-compute-supply-efficiency), facility design (data-center-design-execution-lead), or multi-site investment prioritization (data-center-portfolio-planning-execution-lead).
- ▌ Engineering Manager Vertical AI Products · daemon-blockint-tech bundleGuides engineering managers leading vertical AI product teams—industry or domain-specific copilots and AI features (not horizontal platform)—org design, hiring, roadmap with PM and GTM, vertical launch governance (eval, safety, cost), squad capacity, and escalation across shared AI platform and domain experts. Use when managing engineers shipping vertical AI products, prioritizing domain AI backlogs, staffing vertical squads, or aligning AI feature GA with sales and compliance—not for AI architecture ADRs (applied-ai-architect-commercial-enterprise), hands-on RAG/agents (ai-engineer), AI platform SRE and model rollout ops (ai-lead-ops), analytics marts (analytics-data-engineering-manager-product), or generic TPM programs (technical-program-manager). For agent prompt and eval harness work (not people management), use prompt-engineer-agent-prompts-evals. For managing the prompt/eval function (hiring, golden CI policy, judge program), use engineering-manager-agent-prompts-evals.