Product & Planning

lamm-mit Skill

Query the Monarch Initiative knowledge graph for disease-gene-phenotype associations across species. Integrates OMIM, ORPHANET, HPO, ClinVar, and model organism databases. Use for rare disease gene discovery, phenotype-to-gene mapping, cross-species disease modeling, and HPO term lookup.

lamm-mit Bundle

Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical data, drug discovery research, pharmacology studies, drug-drug interaction analysis, target identification, chemical similarity searches, ADMET predictions, or any task requiring detailed drug and drug target information from DrugBank.

lamm-mit Bundle

ToolUniverse workflow — Gwas Drug Discovery

lamm-mit Bundle

Monitor government and regulator releases relevant to critical minerals and materials via domain-targeted web discovery with policy tagging

inbharatai Skill

Design and track OKR frameworks — set objectives, measurable key results, check-in templates, and scoring rubrics.

vibesec-advisory Bundle

Use when discovery findings need to be saved into CRM as useful context while excluding sensitive details, unsupported claims, and negotiation strategy.

vibesec-advisory Bundle

Use when preparing buyer-specific discovery questions from workflow context, persona assumptions, risks, and approved account evidence before a live call.

vibesec-advisory Bundle

Use when security questionnaire questions request confidential architecture, legal, customer-specific, pentest, roadmap, or control detail.

vibesec-advisory Bundle

Use when approved playbook guidance needs seller practice scenarios, objection prompts, discovery drills, or manager-reviewed coaching exercises.

vibesec-advisory Bundle

Use when product, methodology, competitor, customer, roadmap, ROI, or compliance claims need source support before playbook refresh.

daemon-blockint-tech Bundle

Design dashboards, write analytical SQL, define KPIs, and manage stakeholder analytics requirements. Cover chart selection, data storytelling, cohort/funnel analysis, metric definitions, and BI tool patterns (Tableau, Looker, Power BI). Triggers on "build dashboard", "design dashboard", "write analytical SQL", "cohort analysis", "funnel analysis", "define KPI", "define metric", "reporting requirements", "data storytelling", "stakeholder analytics", "retention analysis", or "BI report". For business model canvas, TAM/SAM/SOM, and competitor monetization research, use business-model-researcher—not bi-analyst. For building warehouse marts, dbt models, tests, and lineage—not dashboards—use analytics-data-engineer.

daemon-blockint-tech Bundle

Guides cybersecurity asset modeling, inventory, and vulnerability assessment using MITRE D3FEND. Covers asset inventory (hardware, software, network, data, containers), network mapping, vulnerability enumeration, dependency mapping, and operational risk assessment. Use when building CMDBs, running asset discovery, mapping network topology, assessing vulnerabilities, or modeling organizational cyber posture—not for hardening controls (d3fend-harden), detection engineering (d3fend-detect), or incident response (d3fend-evict).

daemon-blockint-tech Bundle

Manage data programs, governance operations, and data reliability. Cover data roadmaps, stakeholder coordination, metadata stewardship, lifecycle management, monitoring, incident response, capacity planning, and SLA frameworks. Triggers on "manage data team", "data roadmap", "governance review", "data incident", "SLA framework", "data ops", "stewardship", "data product delivery", or "data KPIs". Human annotation/labeling platform PM: product-management-human-data-platform.

daemon-blockint-tech Bundle

Guides cloud solution architecture—Well-Architected alignment, landing zone and org design, workload placement and service selection, network and security segmentation, hybrid and multi-region patterns, migration roadmaps (7Rs), cost architecture, and cloud ADRs with diagrams for stakeholder review. Use when choosing cloud platforms and reference architectures, designing account guardrails, comparing managed vs self-managed services, planning cloud migration or exit, or running cloud architecture review—not for hands-on resource configuration (cloud-engineer), Terraform module implementation (infrastructure-engineer), CI/CD delivery (devops), K8s cluster ops (cluster-deployment-engineer), IDP product strategy (platform-engineer), enterprise-wide non-cloud system ADRs (senior-system-architecture), or applied AI solution design (applied-ai-architect-commercial-enterprise).

daemon-blockint-tech Bundle

This skill should be used when the user asks about country manager, managing director, in-country GM, market entry, localize the business, country P&L, country business plan, matrix organization, local leadership team, government relations, country operations, territory plan, or subsidiary management. Guides in-country or regional unit leadership: market entry and localization, country P&L and business plan, local org and matrix to HQ, regulatory coordination (not legal advice), partnerships and channels, government and stakeholder relations, in-market competition, local crisis and reputation, hiring and culture localization, territory KPIs and QBRs—not global strategy only (enterprise-strategist, ceo-advisor), expansion without execution (intl-expansion), immigration law, tax structuring (cfo-advisor), product roadmap (cpo-advisor), or engineering delivery (cto-advisor).

daemon-blockint-tech Bundle

Run a structured business analysis workflow: requirements elicitation with stakeholder interviews and MoSCoW prioritization, as-is/to-be process mapping with BPMN notation, data-driven analysis (CBA, SWOT, root cause), and production-ready documentation (BRD, FRD, user stories with INVEST acceptance criteria). Triggers on "gather requirements", "write user stories", "map business process", "BRD", "FRD", "gap analysis", "cost-benefit analysis", "facilitate workshop", "business requirements", "process mapping", "as-is to-be", "stakeholder interview", or "business analyst". For management consulting (issue trees, steerCo business cases, operating model), use business-consultant—not business-analyst. For business model canvas, market sizing, and unit economics research, use business-model-researcher. Human data / labeling platform PRDs: product-management-human-data-platform. Monetization PRDs and packaging: product-management-monetization.

daemon-blockint-tech Bundle

Guides product design—problem framing, discovery synthesis, user journeys and flows, wireframes, interaction specs, usability evaluation, and engineering handoff for digital products (web and mobile). Use when designing a new feature UX, mapping flows, creating wireframe or spec narratives, running heuristic reviews, defining states and edge cases for UI, or preparing design-ready acceptance criteria—not for writing BRDs or business process docs (business-analyst), front-end implementation (senior-frontend-software-engineer, fullstack-software-engineer), or production code review (senior-software-engineer). For UI implementation from specs (tokens, states, Storybook), use ui-software-engineer. For interaction specs, coded prototypes, and in-product UX audits, use ux-software-engineer. For human data / labeling platform PM (tasks, quality, workforce), use product-management-human-data-platform. For business model canvas, pricing research, and unit economics, use business-model-researcher.

daemon-blockint-tech Bundle

Guides associate-level actuarial practice for ASA (SOA, US), ASAI (IAI, India), and analogous associate credentials—role boundaries vs analyst and fellow/chief actuary; credential pathways (high-level); professional standards and confidentiality; signing limits and review chains; leading reserving/pricing workstreams, methodology memos, and peer review; stakeholder communication with management, auditors, and regulators at associate depth; CE/professionalism; career progression; brief cross-border recognition. Use when the user mentions associate actuary, ASA, ASAI, associate of the society of actuaries, actuarial credential, signing authority actuary, professional standards actuary, peer review actuarial, fellowship path, continuing education actuary, or actuarial memo review—not triangle/Excel work (actuarial-analyst), appointed actuary or enterprise risk (actuary), consulting engagements (actuarial-consulting), assumption governance (assumption-setting), or exam tutoring.

daemon-blockint-tech Bundle

Guides platform engineering—internal developer platforms (IDP), golden paths, self-service abstractions, developer portals, paved-road templates, multi-tenant Kubernetes platforms, and platform-as-product practices (roadmap, adoption, platform SLOs). Use when designing or operating a platform for engineering teams, building service scaffolds, standardizing deploy/runtime patterns, integrating Backstage or similar portals, defining platform APIs and contracts, or measuring developer experience—not for one-off VPC or network design (infrastructure-engineer), per-app CI YAML only (devops), release cutover planning (deployment-strategist), security control implementation (information-security-engineer), or enterprise-wide system integration ADRs (senior-system-architecture). For hands-on cluster add-ons, Helm, and namespace layout on shared clusters, use cluster-deployment-engineer.

daemon-blockint-tech Bundle

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

daemon-blockint-tech Bundle

Guides CSIRT-style security incident response—declaring incidents, scoping and severity, timeline reconstruction, evidence preservation, containment/eradication/recovery coordination, stakeholder communication templates, post-incident review, lessons learned, and regulatory notification preparation (not legal advice). Use when a security incident is declared or suspected, coordinating active IR, building incident timelines, preserving forensic evidence, drafting internal/exec/customer IR updates, running blameless post-incident reviews, or preparing breach-notification fact packs for legal/compliance—not for routine SOC alert triage (soc-analyst), incident program/on-call/paging design (incident-management-engineer), enterprise security strategy or ISMS (cybersecurity, information-security-engineer), pentest (penetration-tester), adversary simulation (red-team-specialist), LLM red team (ai-redteam), binary RE (reverse-engineer), audit evidence (compliance-engineer), or CI pipeline gates (devsecops).

daemon-blockint-tech Bundle

Guides experimentation engineering for A/B and multivariate tests—hypothesis framing, primary/secondary/guardrail metrics, design (A/B, A/B/n, MVT), sample size and power, duration and seasonality, allocation and randomization units, SRM checks, instrumentation, analysis plans (frequentist and Bayesian workflow level), stopping rules, readouts, rollout/kill decisions, and experiment registry hygiene (sound statistical practice only). Use for "A/B test", "A/B testing engineer", "experiment design", "sample size calculator", "statistical significance", "power analysis", "split test", "experiment readout", "guardrail metrics", "SRM", "randomization unit", "experiment duration", "multivariate test", "holdout", or "experiment analysis". Not for analytics stack build (analytics-data-engineer), marketing copy (cmo-advisor), roadmap-only (cpo-advisor), ML model experiments (ml-research-engineer-safeguards), or privacy/legal review (compliance-engineer).

daemon-blockint-tech Bundle

Guides context engineering for LLM systems—assembling prompts, budgeting tokens, prioritizing sources, compressing history, caching, structured context blocks, and debugging context-related failures (lost instructions, overflow, distraction). Use when designing what enters the model context each turn, optimizing cost/latency via context strategy, building context pipelines for agents, implementing summarization or compaction, or fixing "model ignored X" issues—not for persistent memory store design (ai-memory-developer), full RAG index pipelines (ai-engineer), or AI org operations (ai-lead-ops). For a structured token/cost improvement roadmap with phased initiatives and KPIs, use ai-token-improvement-plan-engineer. For commercial/enterprise AI solution architecture (RAG, copilots, platform selection), use applied-ai-architect-commercial-enterprise. Token research and compression ablations: research-engineer-scientist-tokens.

daemon-blockint-tech Bundle

Guides customer-facing and internal technical solution design—discovery and requirements, integration and reference architecture, security/compliance fit, sizing and cost framing, RFP/RFI responses, PoC scoping, build-vs-buy, and handoff to delivery. Use when scoping a customer or partner solution, designing integration architecture for a deal, drafting RFP/RFI technical responses, planning a proof-of-concept, framing security and compliance fit, or preparing solution decks for stakeholders—not for org-wide landing zones and Well-Architected programs (cloud-architect, enterprise-cloud-architect), internal product ADRs and C4 (senior-system-architecture), production Terraform/IaC (infrastructure-engineer), hands-on cloud resource config (cloud-engineer), live PoC execution and competitive demos (sales-engineer), business strategy without technical design (business-consultant), contract redlines (commercial-counsel), or deep FinOps/GL (finops-analyst, compute-accounting-manager).

daemon-blockint-tech Bundle

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

daemon-blockint-tech Bundle

Guides UI software engineering—implementing screens and components from design specs, design tokens, responsive layout, interaction states, forms, and API-boundary loading/error UI in React/Next.js or similar stacks. Covers component library usage, basic WCAG implementation, and visual QA—not for senior front-end architecture or Core Web Vitals programs (senior-frontend-software-engineer), web auth/CORS/session security (web-application-developer), UX discovery without code (product-designer), interaction specs and coded prototypes (ux-software-engineer), or backend APIs and schemas (fullstack-software-engineer).

daemon-blockint-tech Bundle

Guides 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).

daemon-blockint-tech Bundle

Guides 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.

daemon-blockint-tech Bundle

This 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).

daemon-blockint-tech Bundle

Guides 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.

daemon-blockint-tech Bundle

This 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).

unboundcompute Skill

Hunt for multi-tenant SaaS onboarding and organization-discovery flows that let an attacker join, claim, or enumerate a tenant they should not: a self-service signup that auto-joins a new user to an existing organization by email domain so anyone with a matching address lands inside it, a domain-claim step that can be satisfied without proving ownership so an attacker claims a domain and its users, an invitation whose token is guessable, reusable, or not bound to the invited address, a tenant-discovery endpoint that reveals which organizations or domains exist, and a first-admin race where claiming an unclaimed org grants admin over users who later join. Use when joining or claiming a tenant, or learning that one exists, is the boundary between an outsider and an organization's data. The onboarding or discovery request is the source, the unauthorized tenant membership, claim, or enumeration is the sink, and the unverified domain claim or unbound invitation is the bug.

inbharatai Skill

Run agile sprints — backlog refinement, story pointing, sprint planning, daily standups, and retrospective formats.

m2ai-portfolio Skill

AFK overnight worker. Fired by a scheduled task ("Run /afk") at a configured nightly time. Drains a content-backlog inbox: takes items the user tagged afk: ready and routes by the item's `type:` field. CONTENT items are expanded into a structured draft saved to a drafts vault directory. TASK items are decomposed into atomic subtasks (optionally via a more capable model) saved to a tasks vault directory. Updates the backlog item and reports one line of what it did. Opt-in only, capped, single pass (no loop). Use when the scheduler fires this skill automatically, or when the user says "/afk", "run afk", or "drain the inbox".

m2ai-portfolio Skill

Quick-capture a spur-of-the-moment idea or one-liner into a content backlog inbox file so it is not lost. By DEFAULT every capture is handed to an AFK overnight worker (afk: ready); opt a given item OUT by including "no afk" / "skip afk". Use when the user says "/quick ...", "quick capture", "jot this down", "add to the backlog", or fires off a half-formed idea they want parked for later. This is the INBOX. The /afk skill is the overnight worker that drains items tagged afk: ready.

mariourquia Bundle

Building code violations, OSHA responses, ADA compliance, fire safety, environmental compliance during construction, entitlement tracking, community stakeholder communication. Triggers: code violation, OSHA, ADA, fire drill, environmental compliance, entitlement, community relations, inspection, certificate of occupancy, permit.