Statistical fine-mapping of GWAS loci using credible sets (SuSiE, FINEMAP) and locus-to-gene scoring (Open Targets L2G). Identifies likely causal variants and target genes — distinct from positional 'nearest gene' which is often wrong. Use for prioritizing causal variants at GWAS hits, comparing fine-mapping methods, and converting lead SNPs to target genes.

Interpret a single GWAS SNP across multiple databases — GWAS Catalog hits, LD/haplotype context, eQTL evidence, regulatory annotation, ClinVar pathogenicity, gnomAD frequency. Use for 'what does this SNP do', SNP-to-mechanism tracing, and resolving lead-SNP-vs-causal-variant ambiguity. Always considers LD structure before claiming a SNP is mechanistically responsible.

Create an Amazon-style PR/FAQ (future press release + FAQ) plus a backcasting launch plan to align on customer value, scope, and GTM readiness. Use for working backwards, PRFAQ / PR-FAQ, future press release, backcasting, launch plan.

Clerk webhooks for real-time events and data syncing. Verify with verifyWebhook from the framework-specific package. Handle user, session, organization, billing, and payment events. Build event-driven features like database sync, notifications, and integrations.

Full-cycle revenue engine — prospecting, CRM pipeline management, closing deals, partnerships, and engineering-as-marketing. External sales via GitHub and web.

Designs structured interview guides, survey instruments, and JTBD probes to learn from users while avoiding common research biases (leading questions, confirmation bias, selection bias). Use when validating product assumptions before building, discovering unmet user needs, understanding customer problems and workflows, testing concepts or positioning, researching target markets, identifying jobs-to-be-done and hiring triggers, or uncovering pain points and workarounds.

E-commerce platforms, payment processing, and shopping cart patterns

Values a company relative to comparable firms using price multiples (PE, PBV, EV/EBITDA, EV/Sales). Implements the four-step framework (define, describe, analyze, apply) with both simple peer comparison and sector regression approaches. Use when valuing a company relative to peers, analyzing multiples, selecting comparable companies, or when user mentions PE ratio, EV/EBITDA, relative valuation, comparable companies, trading multiples, or price-to-book.

Use this skill when users need to define their ideal customer profile, identify target personas, map buying centers, or understand who they're selling to. Activates for "who is my customer," "define ICP," "target audience," or persona questions.

Strategic analysis frameworks including Porter's Five Forces (industry attractiveness), SWOT (internal positioning), and competitive landscape mapping with battlecard generation. Produces competitor profiles, feature gap analysis, and positioning recommendations. Use when analyzing market position, evaluating threats, or building sales battlecards.

Autonomous go-to-market strategy skill creating launch plans for products, features, and market expansions. Covers market definition (ICP/personas), positioning and messaging, pricing and packaging, channel strategy (PLG/SLG/hybrid), 90-day launch plan, and success metrics. Can import from competitive analysis, customer segmentation, market sizing, and vision crafting outputs. Mermaid diagrams with optional PNG export.

Extends existing Odoo 16.0 modules with new features, fields, views, business logic, wizards, and reports. This skill should be used when the user requests enhancements to existing functionality, such as "Add a field to track serial numbers in stock.picking" or "Create a wizard for bulk invoice generation" or "Add a report for vendor bill analysis".

Day 1 morning move of a Foundation Sprint. Forces explicit team choices on target customer, important problem, team advantage, and competitors and alternatives. Produces a single coherent strategic frame that becomes the input to Day 1 afternoon Differentiation. Use after the sprint brief is signed and Day 1 morning is scheduled. Bundled artifact, not four separate decisions.

Use this skill when the user wants to make their app look better, says it looks like a template, asks how to achieve Stripe/Linear quality, or says something looks off. Covers visual hierarchy, whitespace, composition, color application, and typography in practice.

Apply when implementing asynchronous payment methods (Boleto, Pix, bank redirects) or working with callback URLs in payment connector code. Covers undefined status response, callbackUrl notification, X-VTEX-signature validation, sync vs async handling, correct delayToCancel configuration for each async method, and redirect-based flows where inboundRequestsUrl does not support browser GET redirects (requires custom public routes).

Apply when designing or implementing a Payment Connector in VTEX IO. Covers PPF implementation, TypeScript 3.9.7 builder-hub constraints and safe dependency resolutions, configuration.json schema validation, PaymentProviderService clients wiring, Secure Proxy scope (authorize-only), ExternalClient vs SecureExternalClient patterns, IOContext access, PPF response helpers, PSP integration checklist, and vtex link debugging. Use for any implementation of a Payment Connector hosted in VTEX IO.

Implement proven sales methodologies (MEDDIC, BANT, Sandler, Challenger, SPIN) across your team. Generate framework-specific questions, score deals, train reps, and enforce consistent qualification. Use when implementing or optimizing sales processes.

Deep multi-platform intelligence analysis combining LinkedIn (profile, posts, activity), Twitter/X (tweets, engagement), Reddit (discussions, community), web presence (articles, GitHub, blogs), and company intelligence. Use when analyzing people for networking, sales, partnerships, or recruitment. Accepts LinkedIn URL or name+context. Produces comprehensive cross-platform reports with conversation strategies and strategic value assessment for AnySite.

Creates a Jobs to be Done canvas capturing the functional, emotional, and social dimensions of a customer job. Use when deeply understanding customer motivations, designing for jobs, or reframing product positioning.

Credit-based billing with Stripe — subscriptions, credit balance, usage metering, checkout, billing portal. Use this skill when the user says "add payments", "setup billing", "add stripe", "setup credits", "subscription billing", or "stripe integration".

Use Osterwalder's Value Proposition Canvas to systematically achieve product-market fit by matching your products and services to customer jobs, pains, and gains Use when: **Launching a new product or service** and need to validate the value proposition; **Struggling with product-market fit** and need to diagnose why customers aren't buying; **Repositioning an existing offering** to better meet customer needs; **Entering a new market segment** with different customer requirements; **Developin...

Wallets for AI agents with x402 and MPP payment signing, referral rewards, and policy-controlled actions.

Synthesizes user research interviews into actionable insights, patterns, and recommendations. Use after conducting user interviews, customer calls, or usability sessions to extract and communicate findings.

Create a customer journey map across stages, touchpoints, actions, emotions, and metrics. Use when diagnosing a broken experience or aligning a team on the full customer flow.

Help users navigate enterprise sales. Use when someone is closing large deals, managing complex buying committees, handling procurement, or converting PLG users to enterprise contracts.

Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.

Master April Dunford's 8-step sales narrative from "Sales Pitch" (2023). Transform your positioning into a compelling story that wins enterprise deals. Use when: Structuring B2B sales presentations and demos; Creating pitch decks for complex products; Training sales teams on narrative-driven selling; Converting positioning strategy into sales conversations; Winning against entrenched competitors

Help users build and scale their sales organization. Use when someone is hiring their first salespeople, deciding when to bring on sales leadership, structuring sales compensation, or transitioning from founder-led sales.

Stop being a relationship builder. Learn the research-backed methodology that top performers use to teach, tailor, and take control of sales conversations. Use when: **Complex B2B sales** where buyers have done their research; **Commoditized markets** where differentiation is hard; **Sophisticated buyers** who know what they need (or think they do); **Large deals** requiring consensus among stakeholders; **Solution selling** that requires changing buyer thinking

Extract billing details from purchase orders, contracts, or quotes, then set up Airwallex Billing by creating invoices and/or subscriptions — matching existing customers, products, and prices to avoid duplicates. Use when the user says "create invoice from this PO", "set up billing from this contract", "create a subscription from this agreement", "invoice this quote", "bill this customer", or attaches a document and asks to set up one-time, recurring, or mixed billing. Do NOT use for paying suppliers, provisioning cards, or checking FX rates.

Craft the story that makes investors say "I want in." Master the narrative structure that Reid Hoffman, Sequoia, and top founders use to raise capital. Use when: **Preparing to fundraise** to develop your story before the deck; **Investor meetings** to structure conversations that convert; **Pitch practice** to refine your narrative arc; **Cold outreach** to write compelling investor emails; **Pivoting** to reframe your story after a change

Find and analyze influencers for campaigns. Use when: researching potential influencer partners; analyzing influencer metrics; building influencer lists; evaluating engagement rates; planning influencer outreach

This skill should be used when users need to research leads, find company information, discover contact details, or identify buyer intent signals. It activates when users ask about lead research, company research, contact discovery, buyer intent, or prospect research.

Build targeted prospect lists by analyzing LinkedIn profiles, extracting job titles, companies, locations, and recent activity. Identifies decision-makers, tracks job changes for warm outreach, and enriches contact data. Use when users need to find prospects, build lead lists, or track decision-maker movements.

Validate that the problem you want to solve is real, painful, and worth solving before building anything. Master Cindy Alvarez's structured approach to problem discovery interviews. Use when: **Before solution interviews** to confirm the problem exists; **Early customer discovery** to understand the problem space; **Pivoting** to find new problems worth solving; **Market expansion** to understand problems in new segments; **Feature prioritization** to validate which problems matter most

Master the consultative sales methodology trusted by enterprise sales teams worldwide. Use Neil Rackham's research-backed question sequence to uncover needs and close complex deals. Use when: **Complex B2B sales** with long sales cycles; **High-value deals** requiring multiple stakeholders; **Solution selling** where discovery is critical; **Enterprise sales** with sophisticated buyers; **Consultative positioning** to differentiate from competitors

Extract bank details from supplier invoices or documents, validate per-country requirements, and create beneficiaries in Airwallex. Use when the user says "set up this supplier", "onboard these vendors", "create beneficiary from invoice", "add a payee", or uploads supplier documents with bank details. Do NOT use for creating invoices, checking balances or FX rates, or provisioning cards.

Use this skill when users need to validate their marketing channel strategy, assess channel focus, or determine lead gen priorities. Activates for "validate my channels," "am I on the right platforms," "should I focus on X or Y channel," or when assessing marketing spread.

Creates viral lead magnet posts that drive comments and DMs. Produces 2 versions - a quick punchy format and a detailed format with bullet points. Use when user needs social media posts to give away a lead magnet in exchange for engagement.

Master FBI hostage negotiation techniques adapted for business. Apply Chris Voss' proven methods to close deals, handle objections, and negotiate from a position of strength. Use when: **High-stakes negotiations** where outcomes matter significantly; **Difficult conversations** with clients, vendors, or partners; **Price negotiations** when you need to hold firm; **Conflict resolution** between team members or stakeholders; **Sales objections** that standard techniques don't resolve

Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.

Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a service outage runbook for a payment processing system; creating database incident procedures covering connection pool exhaustion, replication lag, and disk space alerts; onboarding new on-call engineers who need step-by-step recovery guides written for a 3 AM brain; or standardizing escalation matrices across multiple engineering teams.

Understand why customers really buy by uncovering the "job" they're hiring your product to do Use when: **Understanding customer motivation** beyond demographics and feature requests; **Finding product-market fit** by identifying the real progress customers seek; **Discovering why customers switch** (or don't) between solutions; **Identifying true competition** that isn't obvious from industry categories; **Creating marketing messages** that resonate with real customer struggles

Master product positioning using April Dunford's proven 5+1 framework from "Obviously Awesome". Transform how customers perceive your product by deliberately setting the right context. Use when: Launching a new product and need to define market position; Current positioning feels "off" - customers don't "get it"; Facing price resistance or wrong competitor comparisons; Pivoting product to new market or segment; Preparing sales pitch and need positioning foundation

Write a clear, empathetic EOL announcement with rationale, customer impact, and next steps. Use when retiring a product, feature, or plan without creating avoidable confusion.

Find LinkedIn contacts at a target company for a specific job role. Use when helping with job applications and needing to identify people to reach out to — hiring managers, direct managers, and team members who are decision makers. Excludes C-suite, founders, and owners. Works alongside find-kristian-jobs and find-jobs skills. Triggers when asked to find contacts at a company, who should I reach out to for a job, find the hiring manager at a company, find people to reach out to on LinkedIn, build my outreach list for a job or company, or find decision makers at a company.

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.

This skill should be used when working on Polar billing system, Stripe integration, subscription lifecycle, checkout flows, or benefit provisioning.

Jobs To Be Done (JTBD) analysis using Christensen and Ulwick's Outcome-Driven Innovation. Use when: jobs to be done, JTBD, customer jobs, outcome driven innovation, ODI, forces of progress, job map, switch interview, hiring firing, outcome statements, why customers switch.

Sales strategy expertise for sales methodologies (MEDDIC, SPIN, Challenger), sales forecasting, account management, pipeline management, sales enablement, and revenue operations. Use when building sales processes, qualifying deals, managing pipelines, or improving close rates.

Autonomous theme-based product roadmapping organizing work into strategic themes with initiatives. Supports multiple formats (Now/Next/Later, time-horizon, swimlane). Produces audience-specific views (executive, team, customer). Can import from OKR and vision outputs.

Uncover customer jobs, pains, and gains in a structured JTBD format. Use when clarifying unmet needs, repositioning a product, or improving discovery and messaging.

Payment gateway development in Bagisto. Activates when creating payment methods, integrating payment gateways like Stripe, PayPal, or any third-party payment processor; or when the user mentions payment, payment gateway, payment method, Stripe, PayPal, or needs to add a new payment option to the checkout.

Autonomous problem-solution fit analysis using Lean Startup PSF, Customer Forces Canvas, DVF assessment, Riskiest Assumption Testing, and Evidence Quality Ladder. Produces fit scorecards, validation experiment designs, and pivot/persevere recommendations. Mermaid diagrams with optional PNG export.

When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'describe my product,' 'ICP,' 'ideal customer profile,' or wants to avoid repeating foundational information across marketing tasks. Use this at the start of any new project before using other marketing skills — it creates `.agents/product-marketing.md` that all other skills reference for product, audience, and positioning context.

Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or implementing secure checkout flows.

Updates an existing deal record in the Carta CRM. Use this skill when the user says things like "update a deal", "move deal to [stage]", "change deal stage", "edit deal", "update deal fields", "add a tag to deal", "assign deal lead", "update company info on deal", "link contacts to deal", or "/update-deal". Accepts a deal ID or company name (will search if no ID provided). Only the fields explicitly provided are changed — all other fields are left untouched.

Run a customer journey mapping workshop with adaptive questions and outputs. Use when you need to map stages, actions, emotions, pain points, and opportunities for a persona and scenario.

Plan customer discovery interviews with the right goal, segment, constraints, and method. Use when preparing interviews for problem validation, churn research, or new product ideas.

Laravel Cashier (Stripe) - Subscription billing and payment processing

Run a positioning workshop that surfaces target customer, unmet need, category, benefits, and differentiation. Use when your product messaging feels fuzzy, generic, or misaligned.

Write an Amazon-style press release that defines customer value before building. Use when aligning stakeholders on a new product, feature, or strategic bet.

Create a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer profile before deeper validation.

Operator relay diagnostics and sponsor nonce recovery. Use canonical payment-status polling for caller-facing payment state; use this for relay health and sponsor recovery.

Searches for and retrieves deal records from the Carta CRM. Use this skill when the user says things like "find a deal", "search deals", "look up a deal", "show me deals for [company]", "get deal by ID", "find deal in [stage]", "list deals", "what deals do we have for [company]", or "/search-deals". Returns deal details including ID, company, stage, pipeline, tags, and custom fields. The deal ID returned can be used with the update-deal skill.

Small molecule identification, characterization, and procurement — PubChem, ChEMBL, BindingDB, ADMET-AI, SwissADME, eMolecules, Enamine. Covers compound name to structure to activity to ADMET properties to commercial sourcing. Use for chemical biology, lead identification, probe selection, and the full small-molecule discovery pipeline.

Interactive ~5-minute walkthrough of the Carta CRM plugin. Covers plugin overview, setup verification, how to kick off each skill, and a demo walkthrough of 4 realistic CRM scenarios. Trigger phrases: "carta crm tutorial", "show me the crm tutorial", "how do I use carta crm", "walk me through carta crm", "getting started with crm", "demo carta crm", "crm tutorial"

Updates an existing company record in the Carta CRM. Use this skill when the user says things like "update a company", "edit company", "update company details", "change company name", "update company website", "update company fields", "add a tag to company", or "/update-company". Accepts a company ID or name (will search if no ID provided). Only the fields explicitly provided are changed — all other fields are left untouched.

Updates an existing investor record in the Carta CRM. Use this skill when the user says things like "update an investor", "edit investor", "update investor details", "change investor name", "update investor website", "update investor fields", "add a tag to investor", or "/update-investor". Accepts an investor ID or name (will search if no ID provided). Only the fields explicitly provided are changed — all other fields are left untouched.

Build scalable customer support systems including help centers, chatbots, ticketing systems, and self-service knowledge bases. Use when designing support infrastructure, reducing support load, improving customer satisfaction, or scaling support without linear hiring.

Build a mentor and sponsor network with targeted outreach and follow-up cadence.

Laravel Cashier (Paddle) - Subscription billing and payment processing

Expert knowledge for AI lead generation — web research, enrichment, scoring, deduplication, and report generation

Use this skill when the user wants to add animations, make transitions smooth, add micro-interactions, or apply final polish. Also use when the user says 'my app feels static,' 'add some life to this,' 'make it feel smoother,' 'the transitions are janky,' or 'make this feel like Linear/Stripe.' Covers transition patterns, micro-interactions, page transitions, loading animations, scroll interactions, and the restraint principle.

Generate AIA-style payment applications. Track schedule of values, calculate retention, and produce payment documentation.

Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.

Searches for and retrieves company records from the Carta CRM. Use this skill when the user says things like "find a company", "search companies", "look up a company", "show me company details for [name]", "get company by ID", "get company by domain", "list companies", "what companies do we have", or "/search-companies". Returns company details including ID, name, and custom fields. The company ID returned can be used with the update-company skill.

Searches for and retrieves fundraising records from the Carta CRM. Use this skill when the user says things like "find a fundraising", "search fundraisings", "look up a fundraising round", "show fundraising details for [name]", "get fundraising by ID", "list fundraisings", "what fundraisings do we have", or "/search-fundraisings". Returns fundraising details including ID, name, stage, and custom fields. The fundraising ID returned can be used with the update-fundraising skill.

Updates an existing fundraising record in the Carta CRM. Use this skill when the user says things like "update a fundraising", "edit fundraising", "update fundraising details", "change fundraising stage", "update fundraising fields", or "/update-fundraising". Accepts a fundraising ID or name (will search if no ID provided). Only the fields explicitly provided are changed — all other fields are left untouched.

Guide the implementation of customer identification, due diligence, and ongoing monitoring under FINRA Rule 2090, CIP, and the FinCEN CDD Rule. Use when the user asks about customer onboarding identity verification, beneficial ownership collection for entity accounts, enhanced due diligence for PEPs or high-risk customers, customer risk rating systems, KYC refresh triggers, or documentary vs non-documentary verification. Also trigger when users mention 'account opening requirements', 'who is the beneficial owner', 'new client identity check', 'how often to update KYC', 'essential facts for the account', 'foreign customer onboarding', or ask what information must be gathered before opening an account.

Searches for and retrieves investor records from the Carta CRM. Use this skill when the user says things like "find an investor", "search investors", "look up an investor", "show me investor details for [name]", "get investor by ID", "list investors", "what investors do we have", or "/search-investors". Returns investor details including ID, name, and custom fields. The investor ID returned can be used with the update-investor skill.

Shop theme development in Bagisto. Activates when creating custom storefront themes, modifying shop layouts, building theme packages, or working with Vite-powered assets for the customer-facing side of the application.

Stripe Checkout, subscriptions, webhooks, customer portal

Autonomous customer segmentation using multiple dimensions (demographic, psychographic, behavioral, needs-based, value-based, firmographic). Produces segment profiles, MASDA validation, targeting/positioning recommendations, and Mermaid diagrams with optional PNG export.

Comprehensive customer success and retention expertise combining onboarding, health scoring, churn prevention, retention strategies, and LTV maximization. Use when designing customer onboarding flows, reducing churn, building health scores, creating retention systems, designing upsells, or improving customer lifetime value. Covers proactive engagement, cancel flows, dunning, re-engagement, and the full customer lifecycle.

Backup sender nonce tracker for Stacks transactions. Use canonical payment-status polling first; use this for local nonce coordination and recovery.

Apply when implementing a VTEX Payment Provider Protocol (PPP) connector or working with payment/connector endpoint files. Covers all nine required endpoints: Manifest, Create Payment, Cancel, Capture/Settle, Refund, Inbound Request, Create Auth Token, Provider Auth Redirect, and Get Credentials. Use for building or debugging any payment connector that integrates with the VTEX Payment Gateway.

When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'describe my product,' 'ICP,' 'ideal customer profile,' or wants to avoid repeating foundational information across marketing tasks. Use this at the start of any new project before using other marketing skills — it creates `.agents/product-marketing.md` that all other skills reference for product, audience, and positioning context.

Use this skill when users need to set up customer support systems, create help docs/FAQs, implement ticketing, build self-service resources, or optimize support operations. Activates for "too many support requests," customer support setup, or scaling support without hiring.

Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.

Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.

Use this skill when users need to optimize lead generation channels, identify highest-ROI marketing activities, stop wasting time on low-performing channels, or systematize customer acquisition. Activates for lead gen strategy, marketing channel analysis, or "where should I focus" questions.

Use this skill when users need to improve cold outreach, optimize cold emails or DMs, increase response rates, or turn outbound from spam into revenue. Activates for cold outreach optimization, prospecting strategy, or "my outbound isn't working" problems.

Auto-update GTME portfolio when HubSpot deals close. Links deal outcomes (won/lost, revenue, cycle time) to the skills, automations, and outreach that influenced them — building VP BD transition evidence automatically. Runs daily at 7am CST or on-demand. Use when: 'portfolio update', 'deal closed', 'link deal to portfolio', 'gtme evidence', 'what did I influence', 'career evidence', 'transition tracker'.

Implement proven sales methodologies (MEDDIC, BANT, Sandler, Challenger, SPIN) across your team. Generate framework-specific questions, score deals, train reps, and enforce consistent qualification. Use when implementing or optimizing sales processes.

Autonomous Value Proposition Canvas using Strategyzer's framework. Creates Customer Profiles (jobs, pains, gains) and Value Maps (products/services, pain relievers, gain creators). Assesses problem-solution fit with scoring. Supports multiple customer segments (one canvas per segment). Researches customer insights via web. Generates Mermaid diagrams with optional PNG export.