paulhinz

by Paul Hinz, The Linux Foundation

Analyzes any website's AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) performance — AI crawler access, llms.txt, on-page answerability, structured data, and third-party citation authority — and produces a scored report with prioritized recommendations.

by The Linux Foundation

LFX Marketing OS agent that matches a community's ambassadors to any LF event schedule, generates personalized content assignments — video prompts, social copy, hashtags, tags, posting recommendations — and tracks who actually posts via LFX Lens social listening.

by Paul Hinz, The Linux Foundation

LFX Marketing OS State of Foundation Board Update agent — produces the one-page board infographic (print-ready PDF plus HTML) for a Linux Foundation project or foundation ahead of each board meeting: key metrics, goals vs outcomes, risks, investment areas, and the decisions the board must take, tagged DISCUSS / REVIEW / VOTE. Reads the Quarterly Marketing Plan deck and the ED's board pre-read first, then interviews the ED for anything missing.

by Paul Hinz, Linux Foundation

Pulls the project's LFX record and runs a research sweep, then guides an LF project leader through a short intake (or pre-fills it in batch mode for ED review) and generates a project Brand Kit document — positioning, voice, audience messaging, competitive guardrails, LFX-derived governance and trademark wording, and a five-component visual identity direction — following the LFX Marketing OS Brand Kit standard — delivered as a Google Docs-ready document on the LF Agent DOCS Template, with the project's name and logo on the cover and its brand colors applied.

by Paul Hinz, Linux Foundation

LFX Marketing OS Case Study Agent — converts any source content (YouTube video, interview transcript, meeting notes, recording, or raw text) into an on-brand Word document for an LF project or foundation. Defaults to a case study; can also produce blog posts, articles, or summaries.

by Linux Foundation — LFX Marketing OS

LFX Marketing OS Committee Health Agent — monitors committee participation across an LF project, flags inactive or outdated representatives, identifies member companies without an active contact, and drafts follow-up or replacement outreach for review. Outputs a committee-health workbook plus a ready-to-approve outreach queue.

by Linux Foundation — LFX Marketing OS

LFX Marketing OS Community Monitor Agent — monitors a project's Slack channels and GitHub repositories on a user-defined schedule, surfaces community questions ranked by sentiment and asker value (community activity and member-company standing), and delivers a live report with drafted replies that can be sent to Slack with one click.

by Paul Hinz, Linux Foundation

LFX Marketing OS: Develop Target Markets and ICP. Interviews a Linux Foundation project leader (or pre-fills the interview in batch mode for ED review), reads the project's Brand Kit, Message Foundation Doc, and GitHub README, pulls live LFX membership data, runs a competitor scan that includes members' like-for-like products, and produces a '[Project Name] Target Markets and ICP' document (market segments, organization-level ICPs, personas, fit/warmth scoring, a run-rate SOM proposal) with a claims lint, a QA gate and a one-page digest — delivered Google Docs-ready on the LF Agent DOCS Template, with the project's name and logo on the cover and its Brand Kit colors applied.

by Paul Hinz, The Linux Foundation

LFX Marketing OS shared output formatter: builds every agent's deck, document, or letter on the three approved Linux Foundation templates (LF 2025 Google Slides template, LF Agent DOCS template, LF Letterhead) and, for foundation-specific documents, re-skins the template with the foundation's Brand Kit — logo, palette, typography, iconography. Includes the bundled templates, build scripts, a Brand Kit extractor, and a render-and-check step.

by Linux Foundation Marketing & Sales

Syncs Zoom meeting notes into HubSpot meeting records, creates opportunity follow-up tasks, and flags anything that needs manual review. Built for any Linux Foundation Marketing or Sales team, not just membership sales.

by Kieran McDermott, Linux Foundation

LFX Marketing OS QA gate — run before a Brand Kit, Message Foundation, ICP / Target Markets document or any derivative is marked 'for review' or handed to a downstream agent. Derives legal-entity and trademark wording from the LFX project record, re-runs every Live-LFX figure through the LFX MCP, refreshes published counters, sweeps the project site / GitHub org / LF press archive for material the intake missed, scans for competitors the brief left out, checks superlatives and dates, and applies a brand-review rubric with severity-ranked before/after fixes. Produces a gate decision (PASS / PASS WITH FIXES / FAIL), a ranked fix list and a two-page digest.

by Paul Hinz

Drafts LinkedIn posts about Linux Foundation and open source ecosystem work in the user's authentic voice. Learns the user's profile and tone once, then turns any piece of content into 3 ready-to-post options.

by The Linux Foundation

Delivers The Linux Foundation's Claude Agent Workshop marketing training as personalized PowerPoint decks, one section at a time, with live student Q&A captured in a companion deck.

by Paul Hinz, The Linux Foundation

LFX Marketing OS Marketing Plan Workbook Agent — generates a pre-filled, question-driven marketing plan workbook (.pptx, Google Slides-ready) for a Linux Foundation project/foundation, modeled on the PyTorch 2026 integrated plan. Pulls the LF master foundation tracker, past marketing plans from Google Drive, and LFX metrics; drafts every section with a DRAFT badge and ends each part with YOUR INPUT question slides for the ED/Project Leader to answer before a planning interview. Accepts the foundation's completed Quarterly Marketing Review workbook (qtrly-marketing-review-agent) as an input when available and surfaces its Executive Summary at the top of the plan workbook for the ED presentation. The completed workbook feeds the final marketing plan generation step.

by Linux Foundation — LFX Marketing OS

LFX Marketing OS Member 360 Agent — scores each LF project member's engagement across events, speaking, ambassadors, committees, content, and marketing activity; identifies gaps; and recommends the next best action for Marketing, Member Success, or Sales. Outputs a ranked spreadsheet for quarterly business reviews.

by Linux Foundation — LFX Marketing OS

LFX Marketing OS Member Benefits Briefing Agent — builds the LF CEO-style member executive briefing deck for any LF member company: pulls the member's live LFX footprint (memberships, dues, code contributions, maintainers, event participation, training), combines it with the current Linux Foundation and open-source-AI narrative, and produces a PowerPoint styled to the LF executive briefing template, ready for the member meeting.

by Linux Foundation — LFX Marketing OS

LFX Marketing OS Member Marketing Benefits Audit Agent — researches a foundation's website (CNCF by default) for a full calendar year of member-published content, verifies each organisation's membership tier, and reports how much of each tier's measurable marketing benefits (blog submissions, online programs, announcements) was used and remains, as a three-tab reconciling .xlsx audit.

by Paul Hinz, The Linux Foundation

LFX Marketing OS Member Pitch Deck (Member Growth, Agent No. 3): generates the standard first-meeting membership pitch deck (max 20 slides) for any Linux Foundation project or foundation, always formatted on the LF 2025 Google Slides template and grounded in the project's Brand Kit, Message Foundation, and ICP documents. Command: lf-member-pitch-deck.

by Paul Hinz, Linux Foundation

LFX Marketing OS Message Foundation Agent — interviews a Linux Foundation project lead (or pre-fills the interview in batch mode for ED review) and produces a '[Project Name] Message Foundation' document built on the LF communications framework: Vision → Mission → Positioning Platform → Tagline hierarchy, a one-page Message Matrix, word-count-locked summaries, boilerplate, llms.txt and elevator pitch, plus voice, audiences with persona ROI angles, tagged messaging pillars, a verified and audience-marked Stat Bank, origin story and cases, objections and stance, talking points, and a tiered CTA library — with LFX-derived governance wording, a claims lint, a QA gate and a one-page digest — for use across web, content, social, campaigns, pitch decks and member briefings. Delivered Google Docs-ready on the LF Agent DOCS Template, with the project's name and logo on the cover and its Brand Kit colors applied.

by Paul Hinz

Writes and revises prose in a plain style: simple words, complete sentences, no dashes, no jargon, no filler. Includes an optional HTML revision view that shows what changed and why.

by Paul Hinz, The Linux Foundation

LFX Marketing OS Quarterly Campaign Plan Agent — takes a project's quarterly marketing plan (the qtrly-plan-agent deck) plus its Brand Kit, Message Foundation, ICP & Target Markets, and Pitch Deck, and produces a single Quarterly Campaign Brief (.docx): every campaign supporting the quarter's goals with its leader, mediums and sources, and per source the target markets, ICP/personas, key messages, assets to create, CTAs, message sequences, and the content creation and source execution agents to run.

by Paul Hinz, The Linux Foundation

LFX Marketing OS Quarterly Marketing Review Workbook Agent — generates a pre-filled quarterly marketing review workbook (.pptx, Google Slides-ready) for a Linux Foundation project/foundation's marketing team at quarter end. Pre-fills prior-quarter outcomes from LFX (memberships, churn, contributors, events, training, social listening) and marketing platforms, structured as: Executive Summary (goals-vs-actuals scorecard), Business Outcomes, Engine Health (the two engine conversions), Channel Indicators, Vehicle Scorecards, Market & Community Signals, and an Insights & Learnings retrospective. The completed workbook is an input to the Marketing Plan Workbook Agent (marketing-plan-workbook-agent), and its Executive Summary is presented to the Executive Director at the quarterly plan review.

by Paul Hinz, The Linux Foundation

LFX Marketing OS Quarterly Plan Agent — guides a Linux Foundation ED/Project Leader through the quarterly review cycle (review outcomes vs. goals, set business-outcome direction, define ranked goals with KPIs, budgets, timelines, and risks) and produces a Google Slides-ready quarterly marketing plan deck.

by Paul Hinz, Linux Foundation — LFX Marketing OS

LFX Marketing OS Marketing Impact Report: asks which LF project to run against, pulls live figures via the LFX connector (required) and HubSpot (optional), and writes one Word document mirroring the Marketing Dashboard page by page — business outcomes, mediums (Paid, Social, Web, Direct), Defined Campaigns (goals → campaigns → tactics with KPIs), Budget, sources. Metrics tagged DECISION / SIGNAL / WATCH; sections without a connector say 'Data not available, requires [x] connector'.