Skill Library

Build branded prospect-facing proposal microsites using the AICRO Signal-to-Scale template. Generates a per-prospect React/JSX microsite cloned from the CRED iQ canonical template, customizes hero/thesis/orchestration/portal/case-study/economics/CTA sections, and deploys to Cloudflare Pages with a {slug}.aicro.co custom domain. Use whenever a prospect needs a custom proposal site, executive walkthrough page, custom demo landing, or operator-credibility deck. NOT for one-off PDFs or static decks (use aicro-pptx). NOT for client-internal portals (use the client-portal Next.js app). Trigger words: prospect microsite, custom proposal site, prospect deck site, deploy proposal, build prospect site, custom demo page, executive walkthrough site, prospect landing, AICRO signal-to-scale deck, branded proposal page, prospect microsite for, build a microsite for.

Bulk DNC + 90-day outreach check against Supabase before Clay import. Saves enrichment credits by filtering blocked leads first.

Build targeted B2B lead lists using RevenueBase data via Gigasheet. Translates ICP definitions into optimized Gigasheet filter configurations by mapping targeting criteria to the highest fill-rate fields, generating exhaustive title variation blocks, and applying proven exclusion patterns. Use when: (1) building a new lead list from an ICP, (2) configuring Gigasheet filters for RevenueBase, (3) generating title/keyword value blocks for list pulls, (4) advising on field selection and fill-rate strategy, (5) converting an internal campaign brief's targeting section into Gigasheet-ready filters. Trigger words: RevenueBase, RevBase, Gigasheet, list building, lead list, pull leads, targeting filters, list criteria, build a list, list pull, lead pull, filter configuration, title variations, fill rate, NAICS codes, list strategy, prospect list, data pull.

Build Clay table configurations from campaign briefs — generates RevenueBase filter configs and AI grading prompt chains for lead qualification. Designs the agent architecture (Claygent research → company grading → people grading), produces copy-paste filter blocks with fill rates, and writes GPT-4o-mini-optimized grading prompts with A/B/C/D criteria. Saves deliverables to client campaign-briefs folder. Trigger words: clay campaign, clay table, build clay, clay config, clay setup, clay grading, clay filters, clay agent, clay enrichment, clay prompt chain, grading prompts, company grading, person grading, lead grading, clay builder, build a clay table for, clay configuration, clay campaign builder, lead qualification prompts, AI grading, campaign filters, RevBase to Clay.

End-to-end campaign build pipeline. Chains 6 agents to go from raw client materials to outreach-ready sequences written to Google Sheets. Three execution modes — local (Claude Code subagents, interactive), hybrid (Steps 1-4 local, 5-6 API), async (Steps 4-6 Managed Agents, fire-and-forget). Trigger phrases: "campaign build", "build campaign", "run campaign pipeline".

End-to-end execution of an outbound campaign covering list build, qualification, enrichment, copy generation, and platform launch. Claude handles 80% execution; GTME handles 20% strategy and review. Trigger words: campaign execution, run campaign, execute campaign, launch campaign, campaign SOP, connector campaign.

Run grading, variable surfacing, normalization, or copy generation for a connector campaign. Trigger words: connector pipeline, run grading, run copy, grade people, surface variables, normalize variables, merge copy, connector campaign pipeline.

AICRO's personalized outreach engine. Generates per-prospect, per-row email sequences (E1+E2+E3) and LinkedIn DMs (DM1+DM2) where every line is grounded in the specific recipient's reality. Engine is client-agnostic; client voice, product, proof, and personas live in 01_clients/{slug}/playbook/. Python helpers handle deterministic routing (signal detection, persona classification, touch selection). Trigger words: "write messages", "personalize row", "run row", "batch rows X-Y".

Generate Henry AI cold outreach sequences (E1+E2+E3 + LinkedIn DMs) for Henry AI campaigns. Per-row pipeline with locked discipline. One Claude Code subagent per row does reasoning + drafting + DMs in fresh context. Python helpers handle deterministic data (tenure, recent role change, sheet I/O, validation). Trigger words: "henry mesaj", "henry batch", "henry message build".

Generate professional campaign launch notifications for client communications via Slack. Use when creating announcements for newly launched outbound marketing campaigns (email, LinkedIn, or multi-channel). These notifications inform clients about campaign details, targeting strategy, and expected outcomes in a structured, executive-friendly format. Trigger words: campaign launch notification, launch announcement, campaign notification, notify client of launch, campaign launch message, create launch notification, campaign update, launch summary, campaign kickoff message.

Phone enrichment pipeline for non-responding outbound leads. Identifies leads who were contacted but didn't reply, cascades through data sources for phone numbers, and produces a call-ready CSV.

Remove a lead from active outreach across all sending platforms (EmailBison, SmartLead, HeyReach). Stops future emails and pauses LinkedIn sequences without blocklisting. Use when a lead replies on one channel and needs to be pulled from all others, or when a company/domain needs to be removed from active campaigns. Trigger words: remove from outreach, stop outreach, pull from campaigns, remove lead, stop sending, cross-platform removal, remove from all platforms, stop future emails, pause lead.

Add a lead to the do-not-contact blocklist across all platforms (Supabase, EmailBison, HeyReach) and stop all active outreach. Use when a lead needs to be permanently blocked from future contact. Always stops active campaigns in addition to blocklisting. Trigger words: blocklist, add to blocklist, DNC, do not contact, add to DNC, block this lead, blacklist, block list, add to block list.

Pull workspace-wide campaign performance metrics from SmartLead, EmailBison, and HeyReach APIs by date range. Use when a client's data is not syncing to AICRO's Airtable reporting layer, when you need live platform numbers, or when you want to build a weekly brief from raw APIs. Trigger words — campaign performance pull, pull performance, workspace stats, live performance pull, cross-platform metrics, workspace-wide stats.

Navigate AICRO's Airtable base for agency operations. Use when queries involve clients, campaigns, replies, inboxes, team members, tasks, client calls, or trends. AICRO (also called Renoir) is an outbound marketing agency running Email and LinkedIn campaigns via SmartLead, EmailBison, HeyReach, and Lemlist. Trigger words: airtable, client data, campaign stats, replies, tasks, client calls, performance metrics, KPI.

Add an AICRO team member as admin to all active EmailBison workspaces. Handles create-user on first workspace + invite/accept on remaining. Uses direct curl/Python — no MCP dependency. Trigger words: add team member emailbison, emailbison admin, add user emailbison, emailbison workspace access, onboard emailbison, add to emailbison.

Remove a team member from all active EmailBison workspaces. Resolves user ID from name/email, confirms workspaces, executes removal. Trigger words: remove team member emailbison, emailbison remove, remove from emailbison, revoke emailbison access, offboard emailbison.

Bulk-invite team members to Slack channels. Lists team from Airtable, fetches all Slack channels categorized and numbered, lets user pick by number, executes invites via Slack API. Trigger words: slack invite, add to slack channels, slack channel invite, slack onboarding, invite to slack, bulk slack invite, add user slack.

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

Conduct deep research on a prospect company and generate a completed AICRO Client Intake Assessment as a markdown (.md) file. Claude populates all 6 sections using web research: company basics, ICP, buyer journey, competitive landscape, messaging/positioning, and gaps. Output is an external-facing document formatted for client handoff or review. Trigger words: intake assessment, client intake, prospect assessment, intake form, populate intake, fill out intake, research prospect, prospect brief, onboarding assessment, intake document, ICP assessment, create intake, intake for prospect.

Produce a pre-meeting signal intelligence brief (.docx) for M&A advisors, PE firms, VC firms, and corporate development teams in any sector thesis. Ranks 15 growth-stage privately-held companies by a composite Deal Readiness Index (precursor signals 40%, buyer-demand alignment 25%, cross-company pattern 20%, sector tailwind 15%) and pairs the ranking with a non-obvious acquirer universe map. Designed as a goodwill gift ahead of a first meeting — operator-to-operator tone, no pitch, no CTA. Ships with sector preset packs (PropTech populated; LegalTech/InsurTech/FinTech/ConTech as stubs). First instantiation: prospects/lerner-associates/. Trigger words: deal readiness brief, signal brief for prospect, M&A intelligence brief, deal flow intelligence, prospect signal brief, acquirer intelligence, pre-meeting brief for banker, PE intelligence brief, VC intelligence brief, corp dev intelligence, PropTech intelligence, LegalTech intelligence, FinTech intelligence, InsurTech intelligence.

Generate compelling pilot proposal documents for prospects evaluating AICRO's Quarterly Growth Program. Creates persuasive documents designed to convert prospects into trial/pilot engagements. Use when a prospect has expressed interest in AICRO services, when sales conversations are moving toward pilot/trial proposals, or when creating proposals for decision-maker review. NOT for existing paying clients (use gtm-client-strategy instead). Trigger words: pilot proposal, trial proposal, prospect proposal, GTM proposal, quarterly growth program proposal, create proposal for prospect, convert prospect, sales proposal.

Generates executive-ready presentations for CEO/Founder approval of AICRO Go-To-Market Engagements. Creates branded PPTX files with 11 core slides plus 3 appendix slides plus Thank You closing using AICRO brand standards, case study library, objection handling, and configurable client data.

Generate client onboarding presentations for AICRO's technology stack (HeyReach, Email Bison, AICRO Reply Agent). Creates branded 23-slide PPTX presentations covering account setup, Slack command center workflows, response best practices, and AICRO guidelines. Designed from Chief Enablement Officer lens - self-service focused to minimize CS touchpoints. Trigger words: client onboarding, onboarding guide, onboarding presentation, new client training, HeyReach setup, Email Bison guide, Reply Agent training, Slack command center, client enablement, sales enablement.

Generate quarterly execution strategy documents for existing paying clients with active campaigns. Pulls client data from Airtable, reviews project documentation and ICP definitions, and proposes the upcoming quarter's GTM strategy for client review and approval. Use when an existing paying client is entering a new quarter, for quarterly strategy refresh/planning, or when proposing next quarter's approach based on performance data. NOT for prospects or new client onboarding (use gtm-pilot-proposal instead). Requires existing client data in Airtable. Trigger words: quarterly strategy, Q1 strategy, Q2 strategy, Q3 strategy, Q4 strategy, client strategy, GTM strategy for client, next quarter strategy, quarterly planning, strategy refresh, existing client strategy, paying client strategy.

Generate Demand Generation ICP Cards for AICRO clients and prospects. Collects Ideal Customer Profile data (industry, persona, grading criteria, signals, exclusions, messaging inputs) and produces a professional .docx ICP card used by demand gen experts to execute Clay or similar automation workflows. Adapts to any ICP type: investors, brokers, executives, SaaS buyers, technical personas, etc. The grading section (A/B/C) requires real LinkedIn profile examples from the user to calibrate targeting precision. Trigger words: ICP card, ICP template, ideal customer profile, targeting card, demand gen card, campaign targeting, prospect profile, create ICP, build ICP, ICP questionnaire, targeting questionnaire, Clay targeting, ICP definition, prospect grading, lead grading.

Generates a branded, scored conference target list (.xlsx) for a client or prospect based on their ICP. Output matches AICRO's standard conference list format: 10-15 high-conviction conferences, tiered 1/2/3, ICP Fit Scores 1-5, Relevance column customized to the client's product, and a Scoring Key sheet. Sources conferences from a curated vertical library first, then web search to fill gaps and verify current-year dates. ICP input comes from client files or user-provided context. Use when a client or prospect needs a conference prioritization list as part of their GTM strategy. NOT for campaign copy (use campaign-copywriting), NOT for pitch decks (use aicro-pptx). Trigger words: conference list, conference target list, conference strategy, event list, events for client, trade show list, conference prioritization, which conferences, conference planning, conference map, event strategy, conference targeting.

Generate campaign briefs — external (client-facing Executive Overview) or internal (GTME execution brief). Produces branded .docx uploaded to Google Docs with markdown archive. Trigger words: campaign brief, external brief, client brief, internal brief, GTME brief, execution brief, campaign overview, targeting brief, launch brief.

Write cold email sequences and LinkedIn message sequences for outbound marketing campaigns. Use when the user needs copy, emails, LinkedIn messages, campaign content, or outreach sequences. By default, generates 3-email sequences and 2-message LinkedIn sequences with Version A and Version B variants. Trigger words: write copy, email copy, LinkedIn copy, campaign copy, outbound copy, cold email, email sequence, LinkedIn messages, write emails, write campaign, copywriting, create campaign, draft emails, outreach copy, sales copy.

Generate personalized cold emails from surfaced variables using YAML-driven ICP configs, time cue logic, and the GEX method. Pairs with /surface output and /copywrite pipeline. Trigger words: cold email copy, cold copy, GEX method, write cold emails.

Generate cold LinkedIn outbound message sequences for HeyReach automation. Always outputs Sequence B (Email Bridge, primary) and Sequence A (Context-First with signal/fallback routing, secondary) as markdown, with 2 A/B variants per sequence, 3 steps each. Messages follow data-backed rules: ≤200 chars for first DMs, peer-to-peer tone, blank connection requests, no pitch in first touch. Use for any LinkedIn outbound campaign, cold LI sequence, or HeyReach copy. NOT for email copy (use campaign-copywriting skill). Trigger words: linkedin copy, LI copy, linkedin sequence, linkedin messages, HeyReach copy, linkedin outreach, cold linkedin, LI outbound, write linkedin, linkedin DMs, linkedin automation copy, linkedin campaign.

Generate a persistent per-client warm reply analysis Google Sheet that re-ranks positive outbound replies by warmth. Pulls from Supabase inbound_messages, applies a forward-momentum taxonomy (Warm Nature label, Warmth Score 1-10, Tier A/B/C), enriches with master inbox link + CRM link + SLA, and produces a branded 4-sheet XLSX that Drive auto-converts to a Google Sheet. One sheet per client — URL lives in Airtable `Warm Reply Analysis` on the Clients table. First run pulls 90 days; weekly runs refresh SLAs and append. Trigger words: warm reply analysis, warm lead analysis, classify replies, reply classification, warm lead report, update warm analysis, re-rank replies, weekly reply review.

Generates formatted weekly call prep documents for client meetings. Creates a 1-pager artifact with performance metrics, hot leads, strategic recommendations, and action items. Uses the client-data skill to fetch data, then formats into an executive summary. Use when preparing for a client meeting or generating a weekly client summary. Trigger words: client call prep, prepare for client call, client meeting prep, weekly client summary, client brief, call preparation, client one-pager, weekly call, weekly document, call prep.

Generate a full-funnel attribution analysis for any AICRO client and date range. Joins AICRO Supabase outreach + replies against the client's CRM data (HubSpot and Salesforce production-verified; Pipedrive template available) and produces three deliverables: a branded .docx attribution report (with an AICRO Market Share section showing % of total client pipeline + closed revenue AICRO drove), a 2-sheet .xlsx with direct + influence deal-level data, and an .xlsx of warm unconverted leads (positive replies that never booked a meeting). Uploads all three to the AICRO Clients > {Client} Drive folder. Use when a user asks to run an attribution analysis, build a quarterly business review (QBR), generate an attribution report, calculate pipeline impact for a client, identify warm unconverted leads, compare AICRO outreach to a client's CRM, or show AICRO's percentage contribution / market share of a client's total pipeline. Trigger words: attribution report, attribution analysis, QBR, quarterly business review, deal attribution, pipeline attribution, client attribution, attribution for {client}, full funnel report, warm unconverted leads, re-engagement list, run attribution, generate attribution, source contact attribution, market share, percentage of pipeline, AICRO contribution.

Generate CEO-forwardable MBR (Monthly Business Review) or QBR (Quarterly Business Review) slide decks for AICRO clients. Branded PPTX with charts, KPI cards, pipeline concentration analysis, active pipeline opportunities with deal context, color-coded benchmarks, ROI proof, and strategic recommendations. Every slide has a data-driven header + subheader so the CEO gets the story at a glance. Pulls data via client-data webhook and contract terms from Airtable. Uses PptxGenJS with AICRO brand colors. NOT for weekly briefs (use client-call-prep). NOT for ad hoc campaign reports or one-off metrics pulls. Trigger words: MBR, QBR, monthly business review, quarterly business review, monthly report, quarterly report, performance report, client report, executive report, CEO report, ROI report, generate report, business review.

Create client-facing presentations that explain TOFU identification agents. Use when you have an agent spec doc, discovery notes, or client brief and need to produce a shareable deck explaining how the agent works. Trigger words: agent presentation, explain agent, agent deck, TOFU agent, lead qualification, agent spec, signal detection, scoring framework.

Generate the weekly Client Strategy Notes DOCX — a branded per-client breakdown for the GTM team. Auto-pulls client meeting schedule, account owners, last-call context, weekly-brief + warm-reply links, and open-task record IDs from Airtable. Prompts the user for critical priorities and curveballs (anything not in Airtable yet). Produces a branded .docx uploaded as a Google Doc + a markdown archive in 03_gtm/. Designed to be run every Monday to prep the week for David/Bilal/Soham/Jawad. Pairs with (but does not replace) gtm-capacity-planning, which produces the XLSX weekly launch plan. Trigger words — client strategy notes, weekly strategy notes, Monday strategy doc, prep the team for the week, weekly client breakdown, client deep dive doc, GTME weekly prep.

Generate a weekly GTM capacity plan for the AICRO team — produces a branded Account Coverage Plan .docx (owner per client, daily rhythm, priorities) + a Capacity Plan .xlsx with all open Airtable tasks, proposed weekly launches, brief readiness, and client scorecard. Pulls live data from Airtable (tasks, clients, campaigns) and CRITICALLY prompts the user for context that lives outside Airtable — team roster changes, holding patterns, client-specific context, priority overrides, special circumstances. Uploads both files to the AICRO Clients Drive folder. Use when the user asks for a weekly capacity plan, account coverage plan, GTME assignments, team weekly plan, launch plan for the week, or transitioning the team/accounts. Trigger words: capacity plan, coverage plan, weekly plan, account assignments, GTME plan, weekly launch plan, team capacity, campaign capacity, account coverage.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

Fetches client campaign data from Airtable via webhook. Returns performance metrics, campaign stats, hot leads, tasks, and last call summary formatted as markdown tables. Use when querying client information, campaign performance, reply rates, or any Airtable data for a specific client. Trigger words: client data, airtable data, get client info, client metrics, campaign stats, reply rates, client performance, get data for client, pull client data, client info from airtable.

Verify context, check for existing solutions, and ground assumptions before building anything

Navigate client context, interpret metrics, and understand synthesis patterns for AICRO client operations.

Pull historical top-performing copy variants for a client + ICP + sequence step from prior AICRO campaigns. Returns subject lines, openers, send counts, and positive reply rates so the copywriter can scaffold new copy on what already worked. Trigger words: variant recall, historical copy, top variants, past performance, what worked before, copy memory, variant performance, variant lookup, recall variants, prior campaign copy.

Post-generation copy QA. Runs banned-phrase + anti-pattern checks against any draft cold copy. Catches AI tells, vendor jargon, em dashes, formal sign-offs, demo CTAs, and worksheet-derived anti-patterns before copy ships. Trigger words: stop slop, slop check, copy QA, banned phrases, copy gate, pre-send check.

Design and structure prompts optimized for any model tier and platform. Handles four prompt types: Standard (system+input), Clay/Claygent (input only, web research), Grading (classification with JSON output), and Single (one-shot). Applies model-tier routing (lightweight vs flagship), caching optimization, hallucination reduction, and format control. Delivers copy-paste-ready prompts in markdown code blocks. Replaces and fully subsumes the old prompt-formatter skill. Trigger words: prompt engineering, write a prompt, create a prompt, design a prompt, grading prompt, claygent prompt, clay prompt, prompt formatter, format this prompt, optimize prompt, prompt for GPT, prompt for Claude, system prompt, input prompt, prompt structure, prompt template, prompt best practices, prompt optimization, caching prompt.

Applies AICRO's operator-built brand identity—colors, typography, voice, and design philosophy—to artifacts requiring the AICRO look-and-feel. Use when creating marketing materials, client deliverables, presentations, web content, or any asset representing AICRO's signal-first revenue system positioning. The primary visual mode is a clean white background with Sky Blue (#21A8F2) logo and accents, slate text hierarchy, and light gray card surfaces. A secondary dark mode (Shark #1C1C24) is available for specific contexts like event screens or social media. Trigger words: AICRO brand, brand guidelines, AICRO style, brand colors, AICRO design, brand application, AICRO look, brand identity, AICRO visual, brand standards.

Design-system intelligence for UI, web, and mobile work. Selects color palettes, typography pairings, product-type patterns, accessibility checks, and chart-type recommendations from a curated library (161 product types, 161 palettes, 57 font pairings, 99 UX rules, 25 chart types across React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui, HTML/CSS). Use when picking the visual system for a landing page, dashboard, client portal, prospect deck, marketing site, or mobile screen, BEFORE writing JSX/CSS. Pairs with frontend-design (which handles the implementation step). NOT for backend, scripts, pipelines, briefs, copy, data work, enrichment jobs, or any non-visual task. Trigger words: design system, color palette, typography pairing, font pairing, product pattern, UX guideline, accessibility audit, chart type, dashboard design, landing page design, mobile screen design, client portal UI, prospect deck visuals, visual system, design tokens, glassmorphism, neumorphism, bento grid.

Global .docx pipeline for AICRO — create, edit, read, and upload Word documents. Use whenever a .docx file needs to be created, modified, edited, read, analyzed, or uploaded — including campaign briefs, ICP cards, call prep docs, standups, tracked changes, redlining, comments, and any other Word document work. Covers the docx-js library, AICRO brand application, Google Docs upload via import_to_google_doc, generator bootstrapping, and editing existing documents via XML manipulation. Trigger words: docx, Word document, generate doc, create document, branded document, document pipeline, weekly brief generator, campaign brief, ICP card, docx script, node generate, edit docx, track changes, add comments, redline, mark up document, review document, accept changes, convert doc.

Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions 'deck,' 'slides,' 'presentation,' or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill. When creating AICRO-branded presentations, also reference the aicro-brand skill for color system, typography, and voice guidelines. Trigger words: deck, slides, presentation, pptx, pitch deck, slide deck, create presentation, edit slides, powerpoint, slide design, keynote, make a deck, update presentation, presentation template.

Create Excalidraw diagram JSON files that make visual arguments. Use when the user wants to visualize workflows, architectures, or concepts.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, package a skill for distribution, or validate skill structure. Trigger words: create a skill, make a skill, build a skill, new skill, update skill, edit skill, modify skill, skill template, SKILL.md, package skill, skill file, .skill file, extend Claude, Claude capability, custom workflow, skill development, initialize skill, validate skill.

Establishes disciplined skill usage across all interactions — not just computer-use tasks. Reinforces checking for applicable skills before responding, prevents rationalization of skipping skills, and provides structured methodologies for brainstorming, planning, debugging, and verification. Use on any interaction where Claude might default to general-purpose responses instead of leveraging domain-specific skills. NOT for simple factual questions, conversational follow-ups within active workflows, or meta-questions about how skills work. Trigger words: use skills, check skills, skill discipline, superpowers, brainstorm first, plan before acting, verify before claiming, systematic approach, don't skip skills.

Save session state to session-context.md before /clear. Use when switching work streams, completing milestones, or before clearing context. Trigger words: save context, save session, persist context, save before clear.

Restore session context from session-context.md after /clear. Displays all saved sections and asks which to pick up. Trigger words: resume, restore context, pick up where I left off, reload session.

AICRO QA agent for outbound campaigns. Takes one Airtable Campaign Creation Request task (or manual inputs), pulls every linked campaign from EmailBison and HeyReach, fetches the brief from Google Docs, runs a single Sonnet 4.6 inference against AICRO's HR + EB SOPs, and produces a structured QA Google Doc that lands on the Airtable Task `QA Check Result` field. Two input modes — preferred is Airtable task; manual mode accepts a brief Doc URL plus campaign platform URLs. Triggered by an Airtable button via n8n → GitHub Actions, or run locally for ad-hoc QA. Trigger words — qa campaign, run qa, campaign qa check, audit campaign settings.