aviskaar
89 verified skills356 total stars
skills/ai-engineer
--- name: ai-engineer description: Use this skill when a research paper or research team output needs to be transformed into a working full-stack product. Activate when the task involves bridging research findings into production software — including writing a PRD, selecting a tech stack, designing AI/ML integration, building UI (delegated to auto-website-builder), backend development, and scaling the system. This skill acts as the engineering lead: it consults the research lead at every critica
development4
cmo-marketing
Use this skill when you need to orchestrate a full marketing department — planning strategy, allocating budget, commissioning VP-level marketing agents, synthesizing cross-functional campaigns, reporting to the board, and driving revenue through brand, demand, content, community, events, product marketing, and retention. This is the top-level marketing orchestrator.
data-ai4
ciso
Use this skill when you need enterprise security strategy, risk governance, board-level security reporting, security program design, or orchestration of any security domain (SOC/operations, compliance, infrastructure, application, AI ethics). Trigger for CISO-level decisions, enterprise risk posture assessment, security budget planning, or when multiple security domains must be coordinated simultaneously.
development4
community-builder
Use this skill when a community manager needs to execute day-to-day community operations — moderating Discord/Slack, posting content, running weekly engagement programs, managing the ambassador network, tracking health metrics, surfacing pipeline signals, and keeping communities active and growing across GitHub, Reddit, LinkedIn Groups, and developer forums.
development4
competitive-research
Use this skill when a product manager needs to conduct deep competitive intelligence — analyzing competitors, market trends, pricing, positioning, feature gaps, analyst coverage, and white-space opportunities to inform product strategy.
testing4
computer-scientist
Use this skill when you need to survey a research domain, discover and formulate open problems worth solving, prioritize them by impact and feasibility, and commission Principal Scientist agents to execute the research. Activate when the user wants to define a research agenda from scratch, identify the most valuable unsolved problems in a field, or systematically advance knowledge across a domain over multiple research cycles — rather than executing a single already-defined project.
testing4
customer-intel
Use this skill when a marketing or sales intelligence team needs to profile target accounts — mapping their vendor landscape, leadership hierarchy, contact details, hiring signals, technology stack, and buying triggers — to pass actionable intelligence to the sales and sales engineering teams for targeted outreach and revenue acceleration.
data-ai4
dynamic-enterprise-agent
Use this skill when anyone — a client, stakeholder, investor, team member, or executive — describes any business problem, workflow pain, or opportunity in real time and needs an AI agent built immediately during that conversation. Activate the moment someone says "we need something that can..." or "our team keeps having to manually..." or "what if there were a way to..." Orchestrates the full Listen → Decode → Build → Ship pipeline across four specialist skills to produce a fully specified, code-ready, deployable AI agent on-the-fly — covering any enterprise platform (ServiceNow, Salesforce, Workday, SAP, Snowflake, Microsoft 365/Azure/ Teams/Dynamics, AWS, GCP, Okta, CyberArk, Palo Alto, Splunk, Epic, Veeva, Bloomberg, and more) and any industry (healthcare, life sciences, fintech, banking, quant, retail, manufacturing, federal agencies, and beyond). The agent is live before the meeting ends.
tools4
enterprise-problem-decoder
Use this skill when you have a completed intake specification from enterprise-signal-listener and need to map it to a structured agent specification — resolving the exact platform entry point, applying industry-specific compliance constraints, and classifying the agent type. Produces a fully structured agent spec ready for architecture and code generation. This is Phase 1 (Decode) of the Listen → Decode → Build → Ship methodology.
development4
events-webinars
Use this skill when a VP of Events or field marketing leader needs to plan and execute the full events program — including webinars, technology workshops, solution workshops, global speaking engagements, conferences, and community events — capturing leads, filling the sales calendar post-event, and building market presence with investors, enterprise buyers, and practitioners.
development4
hypothesis-generation
Use this skill when generating, refining, or stress-testing research hypotheses for AI/ML problems. Produces well-formed, falsifiable hypotheses grounded in existing literature and mechanistic reasoning.
testing4
investor-outreach
Use this skill when a founder, CEO, or fundraising lead needs to execute a fully automated, personalized, multi-channel investor outreach campaign — covering cold email, LinkedIn, warm intro facilitation, follow-up sequences, and meeting conversion — targeting angel investors, VCs, HNIs, family offices, and corporate VCs. Trigger this skill to run a systematic outreach engine that turns a prioritized investor list into booked meetings on the founder's calendar.
testing4
meridian-investor-research
Run a full Meridian investor intelligence report for any startup URL. Use this skill whenever the user asks to find investors, build an outreach list, write cold emails to investors, or research who to pitch. Also trigger when the user says things like "find investors for [URL]", "run Meridian on [company]", "who should I pitch", "write investor emails for [startup]", or "build my investor outreach". The skill finds 6 matched investors through real web research, verifies facts from public sources, and writes hyper-personalized cold emails grounded in actual portfolio companies, public statements, LinkedIn posts, and press releases. Never fabricate investor facts. Always search before writing.
development4
ollama-multi-model-writer
Use this skill when writing or drafting research paper sections using local Ollama models on GPU. Routes each section to the optimal local model — DeepSeek-R1 for methods, results, and scientific reasoning; Phi-4-reasoning for abstract, introduction, and conclusions; GLM-4.7-Flash for full drafts and cross-section synthesis. Activate when the user wants a fully local, offline paper-writing workflow without cloud APIs.
development4
partner-recruitment
Use this skill when a Director of Partner Development or Business Development Manager needs to identify, research, qualify, and pitch strategic partners — including Big 4 consulting firms (Deloitte, PwC, EY, KPMG), global systems integrators (Accenture, Cognizant, Infosys, TCS, Wipro), boutique vertical consultancies, and complementary product/ISV firms. Covers partner discovery, ICP overlap analysis, executive mapping, partnership pitch construction, warm introduction strategy, first-meeting preparation, and initial interest qualification.
development4
prd-writer
Use this skill when a product manager needs to write a Product Requirements Document (PRD) — translating research, stakeholder inputs, ideas, and strategic context into a complete, structured PRD ready for engineering, design, and executive review.
documentation4
pm-lead
Use this skill when a product manager needs to run a complete, end-to-end product discovery and planning cycle for a specific product area or initiative — from stakeholder intelligence gathering through competitive research, ideation, PRD writing, roadmap planning, and proposal generation. Orchestrates all PM task skills in sequence.
testing4
pm-ai-research
Use this skill when a product management team needs a fully automated, AI-powered product intelligence platform — managing multiple product areas or initiatives simultaneously, running continuous competitive monitoring, synthesizing cross-portfolio signals, generating research-backed product bets, and producing PRDs, roadmaps, and proposals at portfolio scale. The top-level PM orchestrator.
testing4
retention-marketing
Use this skill when a lifecycle or retention marketing leader needs to maximize customer stickiness, reduce churn, and grow expansion revenue — through onboarding automation, NPS improvement programs, upsell/cross-sell campaigns, re-engagement sequences, community integration, and psychological stickiness tactics that make customers deeply embedded in the product ecosystem.
tools4
seo-automation
Use this skill when a marketer or content team needs to automate SEO — running technical audits, discovering high-value keywords, optimizing on-page content, planning link-building, monitoring SERP rankings, and generating a continuously updated keyword-to-content pipeline that keeps the website in top positions.
tools4
stakeholder-intel
Use this skill when a product manager needs to gather, structure, and synthesize inputs from stakeholders including sales, marketing, customers, sales engineers, developers, C-level executives, and investors into a unified intelligence brief.
development4
threat-hunter
Use this skill when you need proactive threat hunting campaigns, MITRE ATT&CK-based hunt hypotheses, IOC sweeps, behavioral anomaly investigation, threat intelligence integration, adversary emulation planning, SOC analyst triage support, SIEM query development (KQL/SPL/YARA), or automated threat detection engineering. Trigger for threat hunting sprints, new threat intel indicators, or post-incident proactive sweeps.
development4
ai-ethics-security
Use this skill when you need AI system security architecture, agentic AI security frameworks, hallucination detection and mitigation, responsible AI implementation, AI governance programs, PII protection in AI pipelines, adversarial ML defense, model security, AI regulatory compliance (EU AI Act, NIST AI RMF), or AI-specific security training. Trigger for any AI/ML system deployment, agentic workflow design, or AI ethics review.
development4
compliance-auditor
Use this skill when you need audit evidence collection, control testing, SOC 2 readiness assessment, NIST CSF gap analysis, ISO 27001 implementation, HIPAA compliance review, SOX IT controls testing, GDPR audit, CCPA compliance assessment, EU AI Act conformity assessment, policy review, third-party vendor risk assessment, or GRC platform management. Trigger for audit preparation, control testing cycles, or regulatory readiness reviews.
testing4
accounts-payable
Use this skill when a VP Accounts Payable, AP Manager, Controller, or Finance Operations Manager needs to manage all outgoing payment flows — including vendor invoice processing, purchase order generation and three-way matching, vendor onboarding and management, employee expense reimbursements, and payment scheduling. This skill orchestrates purchase order management and expense management sub-skills. Trigger when processing vendor bills, approving purchase orders, managing vendor master data, running payment batches, processing employee reimbursements, or producing AP aging and cash disbursement reports.
development4
account-intelligence
Use this skill when a product firm, consulting firm, system integrator, or federal contractor needs to research a target company or government agency and produce an executive-grade Account Intelligence Report as a formatted .docx file. Handles any industry vertical — Life Sciences, Financial Services, Healthcare, Manufacturing, Energy, Retail, Technology, Federal/Government, and more. Fully automates the pursuit research and document generation process. Includes AI Agentic Solutions vision, IP and Research Opportunity mapping, and high-definition charts and visual dashboards.
development4
alliance-marketing
Use this skill when a Director of Alliance Marketing or Partner Marketing Manager needs to build market credibility, brand presence, and pipeline through the partner ecosystem — including co-authored thought leadership with Big 4 and consulting firms, joint webinars and events, co-branding campaigns, analyst positioning that reflects the partner ecosystem, industry award submissions, executive roundtables, and company positioning and credibility strategy through alliance visibility. Reuses whitepaper-engine, events-webinars, and product-marketing sub-skills.
development4
alliance-gtm
Use this skill when a VP of Alliance GTM or Director of Partner GTM needs to run joint go-to-market motions with strategic partners — including co-sell programs with Big 4 and GSI firms, implementation partnership frameworks, joint venture GTM strategies, joint solution packaging, and co-investment in market penetration. Coordinates with calendar-pipeline for joint meeting cadence and proposal-automation for joint proposals. Covers joint account planning, co-sell meeting orchestration, implementation governance, JV commercialization, and joint pipeline reporting.
tools4
calendar-pipeline
Use this skill when an account executive, client partner, sales engineer, or revenue leader at a product-based or consulting company needs to autonomously identify VP/Director/C-suite decision makers, research their pain points, craft hyper-personalized outreach, run multi-touch follow-up sequences, and book meetings — keeping the calendar full with zero manual prospecting effort.
tools4
application-security
Use this skill when you need application security program design, secure SDLC implementation, SAST/DAST/SCA toolchain setup, OWASP Top 10 remediation, API security, penetration testing coordination, vulnerability management, bug bounty program management, security code review standards, or web application firewall configuration. Trigger for secure development practices, release security gates, or vulnerability remediation programs.
tools4
skills/auto-website-builder
--- name: auto-website-builder description: Use this skill when a user wants to build a high-converting product or company website from scratch — including brand naming, logo SVG design, landing page architecture, messaging strategy, competitor benchmarking, investor-grade content, implementation steps page, explainer video script, product architecture diagrams, full pricing tier strategy, and all supporting pages (contact, privacy policy, terms, blog, resources, events, whitepapers, GitHub, soc
development4
autoresearch
Use this skill when you want to run an autonomous ML research loop that iteratively modifies training code, runs timed experiments, evaluates a single metric, and keeps only improvements — repeating indefinitely until manually stopped. Activate when the user wants to autonomously discover better model architectures, hyperparameters, or training strategies overnight or over a defined session, with full cross-platform support (CUDA / Apple Silicon MPS / CPU / Windows).
development4
ai-security-analyst
Use this skill when you need AI system threat modeling, prompt injection detection and prevention, LLM security hardening, agentic workflow security review, hallucination risk assessment, AI model supply chain security, adversarial prompt testing, PII protection in AI pipelines, AI incident response, or AI-specific security monitoring and alerting. Trigger for new AI system deployments, AI security reviews, or AI security incident investigation.
testing4
code-replication
Use this skill when tasked with replicating results from a research paper. Guides systematic reproduction of experiments, documentation of discrepancies, and validation of claims.
development4
cfo-finance
Use this skill when a CFO, VP Finance, Controller, or Head of Finance needs to orchestrate the full financial operations of a company — from strategic financial planning and investor reporting to day-to-day control of accounts payable, accounts receivable, payroll, tax compliance, and revenue operations. This is the top-level financial orchestrator that commissions all finance sub-skills, maintains the single source of truth for all company numbers, drives budget allocation, manages cash flow, ensures regulatory compliance, and produces board-ready financial reports. Trigger this skill when anyone needs a comprehensive view of company finances, a board pack, a fundraising data room, or needs to coordinate across invoicing, payroll, commissions, procurement, taxes, and expenses simultaneously.
testing4
cro-investor-relations
Use this skill when a founder, CEO, or board member needs to orchestrate the full investor relations and fundraising function — from identifying and researching investors, building pitch decks, running automated outreach campaigns, packing the founder's calendar with investor meetings, preparing for due diligence, and tracking round analytics. This is the top-level fundraising orchestrator that commissions all IR sub-skills, maintains the single source of truth for the capital raise, drives investor relationships from first touch to close, and produces board-ready fundraising reports. Trigger this skill when anyone needs to: start a new fundraise, manage an active round, automate investor outreach to VCs like Sequoia, a16z, Greylock, Bain Capital Ventures or angels and family offices, or get a full view of the fundraising pipeline.
development4
auto-benchmark
Use this skill when building or operating a continuous, automated benchmarking system that tracks competitor performance, ingests the latest research, generates improvement hypotheses, runs experiments autonomously, and keeps a solution ranked
development4
commission-tracker
Use this skill when a Revenue Operations manager, Sales Compensation analyst, Finance team member, or Sales leader needs to calculate, track, dispute, and pay out sales commissions and incentive compensation. Covers commission plan design, attainment calculation, accelerators, SPIFFs, clawbacks, dispute resolution, and payout processing. Trigger when running the monthly or quarterly commission calculation, when a sales rep raises a commission dispute, when designing or changing a commission plan, when producing attainment reports for sales leadership, or when reconciling commission accruals for finance close.
testing4
due-diligence-prep
Use this skill when an investor has expressed serious interest and the startup needs to prepare for due diligence — building and organizing the data room, preparing financial models, legal documents, technical architecture documentation, customer references, IP documentation, compliance records, cap table, and Q&A responses. Trigger this skill when a VC, angel, family office, or CVC requests materials for investment diligence, or proactively before a term sheet conversation to accelerate the process.
development4
community-growth
Use this skill when a VP of Community or ecosystem lead needs to build and scale large, engaged communities around a product — spanning GitHub, Reddit, Discord, Slack, LinkedIn Groups, and developer forums — including GitHub star campaigns, Reddit engagement tactics, developer relations programs, and community-sourced pipeline generation.
development4
demand-gen
Use this skill when a VP of Demand Generation or marketing ops leader needs to orchestrate the full pipeline creation engine — managing the MQL/SQL lifecycle, coordinating paid ads, lead routing, and event-sourced leads, attributing revenue to marketing channels, and filling the sales calendar with qualified meetings. Orchestrates paid-ads-manager and lead-routing sub-skills.
devops4
compliance-governance
Use this skill when you need regulatory compliance strategy, framework gap analysis, audit preparation, policy management, or risk governance across SOC 2, NIST CSF, ISO 27001, HIPAA, SOX, GDPR, CCPA, EU AI Act, PCI-DSS, or industry-specific standards. Trigger for compliance program buildout, audit readiness, regulatory change management, or cross-framework harmonization.
development4
fundraising-analytics
Use this skill when a founder, CEO, or fundraising lead needs to track, analyze, and optimize their fundraising pipeline — measuring outreach performance, meeting conversion rates, investor sentiment scores, round velocity, and capital efficiency. Trigger this skill to get a real-time dashboard of the raise, identify pipeline gaps, optimize investor outreach effectiveness, and produce board-ready fundraising reports.
development4
content-marketing
Use this skill when a VP of Content or content strategist needs to plan and execute an editorial strategy — producing SEO-optimized blog articles, press releases, LinkedIn posts, Medium publications, website content, and whitepapers, then distributing them across all platforms. Orchestrates seo-automation and whitepaper-engine sub-skills.
tools4
expense-management
Use this skill when an employee, manager, AP specialist, or finance operations team member needs to submit, review, approve, or reimburse business expenses. Covers the full expense lifecycle: policy enforcement, expense report submission, receipt verification, multi-level approval, reimbursement processing, credit card reconciliation, out-of-policy escalation, and monthly expense analytics. Trigger when an employee wants to claim a business expense, when a manager needs to approve expense reports, when AP needs to process reimbursements, or when Finance needs an expense analytics report.
testing4
experiment-design
Use this skill when designing ML/AI experiments, evaluation protocols, or research benchmarks. Guides hypothesis specification, baseline selection, metric choice, and experimental controls to ensure results are valid and reproducible.
testing4
enterprise-agent-shipper
Use this skill when you have a completed agent blueprint and code from enterprise-agent-builder and need to produce the full deployment package: environment configuration, secrets management, deployment target selection, least-privilege IAM policy, a live demo script, and a ship checklist. The agent is deployment-ready before this skill completes. This is Phase 4+5 (Ship) of the Listen → Decode → Build → Ship methodology.
development4
incident-responder
Use this skill when you need incident response execution, breach containment, forensic investigation, regulatory breach notification, root cause analysis, post-incident review, change management integration, problem management, or tabletop exercise design. Trigger for active security incidents, suspected breaches, ransomware events, insider threat investigations, or post-incident improvement programs.
testing4
enterprise-signal-listener
Use this skill when someone — a client, stakeholder, investor, team member, or executive — is describing a business problem, workflow pain, or opportunity in natural conversation and you need to extract structured signal without interrupting them. Activate the moment someone says "we need something that can..." or "our team keeps having to manually..." or "what if there were a way to..." Produces a completed intake specification ready for problem decoding. This is Phase 0 (Listen) of the Listen → Decode → Build → Ship methodology.
tools4
ieee-paper-generator
Use this skill when generating a complete, publication-ready IEEE research paper from experiment data, results, or research findings. Applies to conference papers (e.g., ICML, NeurIPS, CVPR, ICCV, EMNLP, ACL) and journal articles following IEEE Transactions formatting conventions. Covers all sections from title through references, adhering to IEEE style, structure, and citation format.
development4
infrastructure-security
Use this skill when you need cloud security architecture (AWS/Azure/GCP), on-premises security hardening, IAM strategy (RBAC, ABAC, PAM), network security design, data center security, encryption implementation, database security, SSL/TLS certificate management, or infrastructure security posture assessment. Trigger for infrastructure deployments, cloud migrations, network redesigns, or identity governance programs.
development4
iam-specialist
Use this skill when you need Identity and Access Management architecture, RBAC (Role-Based Access Control) design, ABAC (Attribute-Based Access Control) policy authoring, RBA (Risk-Based Authentication) implementation, PAM (Privileged Access Management), SSO/federation setup, MFA strategy, fine-grained access control policies, service account governance, lifecycle management automation, or identity governance and administration (IGA) programs.
tools4
enterprise-agent-builder
Use this skill when you have a structured agent specification from enterprise-problem-decoder and need to design the complete agent architecture and generate production-ready code. Produces an agent blueprint with data flow diagram, Python code using the Anthropic Claude API, and platform-specific adaptations for ServiceNow, Salesforce, Snowflake, and others. The agent exists as working, deployable code before this skill completes. This is Phase 2+3 (Build) of the Listen → Decode → Build → Ship methodology.
development4
industry-compliance
Use this skill when you need industry-specific regulatory compliance for Banking & Finance (FFIEC, FINRA, Basel III, PSD2, DORA), Healthcare & Life Sciences (FDA 21 CFR Part 11, HITRUST CSF, HL7 FHIR security, GxP), Hi-Tech & Semiconductors (ITAR, EAR, CMMC), or Retail/Consumer (PCI-DSS, CPRA). Trigger for sector-specific compliance programs, regulated industry deployments, or when standard frameworks alone are insufficient.
development4
investor-research
Use this skill when a founder, CEO, or fundraising lead needs to systematically identify, profile, and prioritize investors — including angel investors, venture capitalists, HNIs (High Net-Worth Individuals), family offices, corporate VCs, micro-VCs, and sovereign wealth funds — based on stage fit, thesis alignment, check size, portfolio synergies, recent activity, and warm introduction paths. Trigger this skill to build a curated, scored investor target list before any outreach campaign.
development4
investor-calendar
Use this skill when a founder or CEO needs to maximize and manage their fundraising calendar — packing it with high-quality investor meetings across angels, VCs, HNIs, family offices and corporate VCs, and ensuring every meeting is prepared, followed up, and converted into the next step. This skill orchestrates meeting scheduling, preparation briefs, day-of logistics, post-meeting follow-up, and calendar gap-filling to keep the fundraising momentum at peak velocity.
testing4
lead-researcher
Use this skill when conducting a complete, end-to-end research project — from initial idea through hypothesis generation, literature review, experiment design, execution, optional replication or paper review, and final research writing. Orchestrates all available research sub-skills (hypothesis-generation, literature-synthesis, experiment-design, code-replication, research-paper-review, research-writing, ieee-paper-generator) into a single, coherent pipeline. Activate when the user wants to pursue a new research idea, replicate or extend a paper's results, or produce a publication-ready manuscript.
development4
partner-finance
Use this skill when a Director of Partner Finance or Alliance Finance Manager needs to design, model, and operate the financial framework of the partnership program — including referral fee and reseller margin structures, revenue recognition for partner deals, Market Development Fund (MDF) allocation and auditing, joint venture P&L, partner billing mechanics, pricing alignment with enterprise discount policies, and monthly financial reporting to Finance and the CPO. Coordinates with internal Finance and Sales Operations teams.
development4
lead-routing
Use this skill when a marketing operations team needs to autonomously capture leads from all sources (webinars, events, ads, content downloads, community), enrich and score them, distribute to the right sales rep, and automatically fill the sales calendar with qualified meetings through personalized follow-up sequences.
development4
paid-ads-manager
Use this skill when a performance marketer needs to autonomously manage paid advertising across Meta (Facebook/Instagram), LinkedIn, Twitter/X, and Google — running creative testing, audience refinement, ROAS optimization, and automatic ad set management to drive qualified traffic and convert it into booked sales meetings.
development4
partner-negotiation
Use this skill when a Director of Alliance Negotiations or VP of Partnerships needs to structure, negotiate, and close partnership agreements — including Letters of Intent (LOI), Memoranda of Understanding (MOU), Master Partnership Agreements (MPA), Co-Sell Agreements, Reseller Agreements, Implementation Partner Agreements, and Joint Venture (JV) term sheets. Covers negotiation strategy, commercial term structuring, IP and data provisions, objection handling in negotiations, legal documentation frameworks, and signature process.
development4
invoice-management
Use this skill when an AR specialist, billing analyst, revenue operations manager, or finance team member needs to generate, dispatch, track, and collect on customer invoices. Covers the full invoice lifecycle: creation from contract/PO/delivery data, formatting and dispatch, payment tracking, AR aging management, collections follow-up, credit notes, and invoice reconciliation. Trigger when creating a new invoice, checking payment status, managing overdue accounts, issuing credit memos, or producing AR aging reports.
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partner-sales-ops
Use this skill when a Director of Partner Sales Operations or Partner Operations Manager needs to run the operational engine of the partner program — including deal registration management, partner pipeline tracking and forecasting, joint calendar coordination with sales (AEs), sales engineers (SEs), and account managers (AMs), partner-sourced vs. partner-influenced attribution, CRM hygiene for partner deals, SLA enforcement for deal registration, and weekly pipeline reporting to the CPO and VP of Sales. Reuses calendar-pipeline and lead-routing sub-skills.
devops4
payroll-compensation
Use this skill when a VP Payroll, Head of People Operations, or Payroll Manager needs to manage all employee and contractor compensation flows — including payroll runs, salary administration, statutory deductions, benefits administration, equity grants and vesting, variable pay bonuses, contractor invoice processing, and full payroll compliance across jurisdictions. This skill orchestrates the salary management sub-skill. Trigger when running payroll, onboarding employees with compensation packages, processing salary changes, calculating bonuses, managing equity schedules, processing contractor payments, handling payroll tax filings, or producing total compensation reports for People and Finance leadership.
testing4
literature-synthesis
Use this skill when asked to synthesize, survey, or summarize a body of research papers on a topic. Produces a coherent narrative across multiple sources, identifying themes, consensus, contradictions, and open questions.
research4
partner-strategy
Use this skill when a VP of Partnership Strategy or Head of Alliances Strategy needs to define the company's partnership thesis, map the partner market landscape, tier partner types, make build-vs-partner decisions, set OKRs for the partner program, and produce a multi-year partnership roadmap. This is the strategic planning skill that must precede all partner recruitment, negotiation, and GTM activities.
development4
pitch-deck-builder
Use this skill when a founder, CEO, or fundraising lead needs to create a compelling, investor-grade pitch deck — covering problem, market impact, solution, product vision, TAM/SAM/SOM, architecture, case studies, patents & research, differentiators, unique value proposition, competitive analysis, ongoing POCs, revenue metrics, LOIs, LORs, team, and ask. Trigger this skill to produce a narrative-driven, data-rich pitch deck tailored to specific investor types (angel, seed VC, Series A, growth equity, corporate VC, family office).
development4
partner-enablement
Use this skill when a Director of Partner Enablement or Partner Success Manager needs to onboard, train, certify, and continuously enable partner firms — including Big 4, GSIs, boutique consultancies, and ISVs. Covers the 30/60/90-day onboarding program, partner training curriculum (sales, pre-sales, and technical tracks), certification programs, partner portal management, sales kit production, battle card creation, quarterly business reviews (QBRs), and partner health scoring.
testing4
penetration-tester
Use this skill when you need penetration testing execution, ethical hacking methodology, social engineering assessment, vulnerability exploitation and reporting, red team operations, physical security testing, wireless security assessment, API security testing, cloud pen test, or bug bounty program management. Trigger for authorized penetration testing engagements, security assessment planning, or vulnerability validation. REQUIRES explicit written authorization before any testing activity.
development4
principal-scientist
Use this skill when managing a portfolio of research projects that require multiple parallel research tracks, competing hypotheses explored simultaneously, or a combination of autonomous research and continuous benchmarking. Activate when the user needs to coordinate multiple lead-researcher agents in parallel — each pursuing a distinct track or hypothesis — while maintaining a unified strategic direction. Also use this skill when research must be paired with continuous competitive benchmarking via the auto-benchmark skill to validate gains against real leaderboards.
testing4
product-marketing
Use this skill when a VP of Product Marketing needs to develop product positioning, messaging architecture, GTM launch plans, competitive narrative, psychological marketing tactics, sales enablement materials, and analyst relations programs — targeting investors, industry leaders, enterprise buyers, and end users simultaneously. Orchestrates customer-intel sub-skill.
development4
network-data-security
Use this skill when you need network security architecture, firewall policy design, IDS/IPS configuration, DNS security, email security (DMARC/DKIM/SPF), SSL/TLS certificate lifecycle management, DDoS protection, data loss prevention (DLP), PII/PHI data protection controls, encryption implementation (at-rest and in-transit), database security hardening, data classification, or information security governance. Trigger for network design reviews, data security programs, or encryption strategy.
development4
press-release-writer
Use this skill when writing a press release for a product launch, funding round, partnership, award, executive hire, customer milestone, or any company announcement. Produces Forbes-tier, journalist-ready press releases engineered for media pickup, SEO visibility, and social virality. Covers news angle mining, headline optimization, strategic quote crafting, multimedia briefing, journalist targeting, wire distribution, and full social amplification playbook.
testing4
research-writing
Use this skill when drafting, editing, or refining AI/ML research papers, abstracts, related work sections, introductions, or rebuttals. Applies academic writing conventions and improves clarity, flow, and precision.
testing4
purchase-order-management
Use this skill when a procurement manager, AP specialist, budget owner, or finance operations team member needs to create, approve, dispatch, track, and close purchase orders. Covers the full PO lifecycle: requisition to PO creation, multi-level approval routing, vendor dispatch, goods/services receipt matching, three-way invoice matching, PO amendment, and PO closure. Trigger when a team member needs to buy something, when a vendor invoice arrives and needs a PO matched, when tracking open POs, or when producing a PO spend report for a department or vendor.
development4
proposal-automation
Use this skill when a Client Partner, Account Manager, Sales Engineer, Solutions Engineer, or Solutions Architect needs to transform a raw customer problem statement into a complete, enterprise-grade commercial package. This skill automates the full pre-sales and proposal lifecycle: deep problem analysis, use case identification, competitive analysis and industry benchmarking, enterprise architecture design, autonomous build of a fully functional enterprise-grade POC or MVP (no placeholders, no AI slop — real working code with competitive UI/UX), full proposal document, team structure and resourcing, US and offshore costing with blended rates, and a legally structured Statement of Work. Trigger this skill when any of these roles receives a customer brief, RFP, RFI, discovery call notes, or pain-point description and needs to move quickly to a polished, boardroom-ready proposal backed by a working product demo.
tools4
roadmap-planner
Use this skill when a product manager needs to build or update a product roadmap — synthesizing PRDs, competitive priorities, stakeholder inputs, engineering capacity, and strategic bets into a coherent, time-horizon roadmap with clear prioritization rationale.
development4
security-operations
Use this skill when you need SOC (Security Operations Center) setup or management, threat detection and hunting programs, incident response coordination, SIEM configuration and tuning, security monitoring strategy, SRE security integration, or security operations metrics and KPIs. Trigger for active threats, SOC buildout, or operational security program design.
development4
proposal-writer
Use this skill when a product manager needs to write a proposal — either an internal proposal (for engineering, executive, or cross-functional team alignment) or an external customer-facing proposal (for strategic accounts, partnerships, or co-development programs). Produces structured, persuasive, evidence-backed proposals.
development4
research-paper-review
Use this skill when asked to review, critique, or analyze an AI/ML research paper. Provides a structured evaluation covering contributions, methodology, experimental validity, and limitations.
data-ai4
salary-management
Use this skill when a Payroll Specialist, HR Operations team member, or Finance team member needs to run a payroll cycle, process a salary change, generate payslips, calculate pro-rated pay, handle final settlements for departing employees, manage advance salary requests, or produce payroll registers for Finance close. This skill is the operational execution engine under the payroll-compensation skill. Trigger when running a payroll batch, onboarding a new hire with their first paycheck, processing a salary increment, handling a termination payout, generating payslips, or reconciling the payroll register to the GL.
testing4
sre-operations
Use this skill when you need SRE (Site Reliability Engineering) security integration, ITIL process design, Six Sigma quality improvement for security, Global Delivery Framework implementation, reliability-security SLO/SLA design, runbook creation with security gates, capacity planning with security constraints, or operational excellence programs. Trigger for SRE buildout, operational transformation, or reliability + security convergence programs.
development4
template-skill
Replace with a description of the skill and when the agent should use it. Write this as a trigger condition: 'Use this skill when...'
documentation4
whitepaper-engine
Use this skill when a marketing team needs to produce a credibility-building whitepaper by collaborating with engineering, product, sales, and C-level teams. Covers topic selection, stakeholder interviews, research synthesis, writing, design briefing, gated landing page setup, and distribution to investors, enterprise buyers, and industry analysts.
development4
tax-compliance
Use this skill when a VP Tax, Tax Manager, Controller, or Finance Director needs to manage all tax obligations of a company — including corporate income tax, GST/VAT/Sales Tax, payroll taxes, transfer pricing, R&D tax credits, and multi-jurisdictional tax compliance. Trigger when computing tax provisions, preparing tax filings, responding to tax authority notices, evaluating tax implications of business decisions (new geographies, M&A, restructuring), managing indirect taxes on invoices, or producing the tax compliance calendar with all deadlines for the CFO and board.
testing4
revenue-operations
Use this skill when a VP Revenue Operations, Head of Sales Finance, or Revenue Operations Manager needs to manage all revenue-related financial flows — including customer invoicing, recurring billing, revenue recognition, sales commission calculation and payout, and sales finance reporting. This skill orchestrates invoice generation, billing operations, and commission tracking. Trigger when dealing with any combination of: creating or dispatching invoices, managing billing cycles, computing sales commissions, tracking AR aging, enforcing revenue recognition policies, or producing sales finance dashboards for the CRO and CFO.
testing4
strategic-partnerships
Use this skill when a Chief Partnership Officer, VP of Strategic Alliances, or Head of Business Development needs to build, manage, and scale a full partnership ecosystem — including Big 4 consulting firms (Deloitte, PwC, EY, KPMG), global systems integrators (Accenture, Cognizant, Infosys, TCS), boutique consultancies, and product/ISV firms. Covers the full partnership lifecycle: strategy and market mapping, partner recruitment and pitch, negotiation and legal documentation, partner enablement and training, joint go-to-market (co-sell, implementation, and joint ventures), alliance marketing and thought leadership, partner sales operations and calendar coordination, and partner billing, pricing, and finance. This is the top-level strategic partnerships orchestrator.
development4
security-trainer
Use this skill when you need security awareness training program design, phishing simulation campaigns, role-based security curriculum development, CISO dashboard design, security metrics reporting, social engineering defense training, developer secure coding training, AI security awareness training, regulatory compliance training (GDPR, HIPAA, PCI), new employee security onboarding, or tabletop exercise facilitation. Trigger for annual training programs, new hire onboarding, or security culture improvement initiatives.
development4
idea-generation
Use this skill when a product manager needs AI-powered ideation — generating novel product ideas, feature concepts, strategic pivots, or innovation bets grounded in research, competitive gaps, and stakeholder signals. Includes outside-the-box thinking and research-backed validation.
data-ai4