Systems Lab

Skill library

ericosiu/ai-marketing-skills

Publisher description: Open-source AI marketing skills — growth experiments, sales pipeline, content ops, outbound, SEO, and finance automation

Catalogue scope: 28 entries at separate source paths.

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Repository metadata checked 2026-09-21 · skill files extracted 2026-09-14 · published 2026-09-05

Extraction and automated analysis describe the files at the recorded revision. They are not an editorial review or a test of the skills in use.

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3,558
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39
Last 90 days
19

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Contributors
3
Last push
2026-09-20
First commit
2026-03-28

repo created

28 skill entries

  • Agentic video understanding

    Use when an agent must extract moments, quotes, objections, hooks, or evidence from long video or audio cheaper than full-frame ingest — sales calls, podcasts, YouTube episodes, Loom trials, discovery recordings. Goal-directed watch via Gemini agentic video understanding (frames, audio, or transcript). Not for cutting, overlays, rendering, scheduling, or publishing.

    Needs a keyInstructions only552 words
  • autoresearch

    Run Karpathy-style autoresearch optimization on any content. Generates 50+ variants, scores with a 5-expert simulated panel, evolves winners through multiple rounds, outputs optimized version + full experiment log. Use when optimizing landing pages, email sequences, ad copy, headlines, form pages, CTA text, or any conversion-focused content. Triggers on "optimize this page", "run autoresearch", "score these variants", "A/B test this copy".

    Needs a keyActs undeclared1,256 words
  • closed-loop-analytics-upgrade

    Upgrade marketing, content, SEO/AEO/GEO, and revenue skills so changes are judged by platform analytics instead of vibes. Use when applying closed-loop learning to X, YouTube, SEO, AEO/GEO, outbound, paid creative, or revenue workflows.

    Self-containedInstructions only595 words
  • content-eval
    Reaches the webActs undeclared1,220 words
  • expert-panel

    Score, evaluate, and iteratively improve any content or strategy using an auto-assembled panel of domain experts. Handles copy, sequences, landing pages, strategy docs, titles, charts, recruiting evaluations, or anything else that needs a quality gate. Recursively iterates until all scores hit 90+ (max 3 rounds). Use when asked to: "expert panel this", "score this", "rate these variants", "quality check this", "panel review", "which version is better", "expert score", "evaluate this copy/strategy/page", or when another skill needs a quality gate on its output. Also triggers on: "score this landing page", "expert panel these email variants", "rate this headline", "panel these charts".

    Needs a keyActs undeclared1,125 words
  • conversion-ops
    Reaches the webActs undeclared630 words
  • deck-generator

    Generate professional presentations with AI-generated images. Use when asked to create a deck, presentation, pitch deck, or slides. Supports style presets (whiteboard, corporate, minimalist, etc). Uses Imagen 4.0 API for image generation and Google Slides API for assembly. Produces full decks from markdown content specs in minutes.

    Needs a keyActs undeclared451 words
  • growth-engine
    Needs a keyActs undeclared658 words
  • growth-signal-charts

    Select and create Growth Signal chart posts for Instagram, X, and LinkedIn from original content, measured post performance, and primary data. Use the approved Desk Edition style with chart-level sources and PNG/PDF exports. Use for this series or an explicit request for its house style.

    Reaches the webActs undeclared1,331 words
  • lead-dossier
    Needs a keyActs undeclared739 words
  • cold-outbound-optimizer

    Design, analyze, and optimize cold outbound email campaigns for Instantly. Handles end-to-end ICP definition, expert panel scoring (recursive to 90+), sequence copywriting, infrastructure audit, capacity planning, and implementation docs. Use when asked to build cold outbound sequences, optimize cold email, analyze outbound campaigns, build sales sequences, build Instantly sequences, create cold outbound strategies, or design email campaigns. Supports both "start from scratch" and "optimize existing" modes.

    Needs a keyActs undeclared944 words
  • packaging-youtube-thumbnails

    Use when a user supplies new video content or a channel and wants on-brand YouTube titles, thumbnail concepts, rendered variants, A/B packaging, identity profiling, precise thumbnail revisions, an inline review board, or a production handoff.

    Reaches the webActs undeclared2,132 words
  • personal-strategic-signal-intelligence

    Turn an executive or operator's private reading, highlights, notes, social bookmarks, and applied work into source-grounded decision intelligence. Use when detecting attention drift, surfacing pre-decision signals, testing contradictions, converting bookmarks into builds, recombining founder IP, finding service-offer arbitrage, or mapping content negative space.

    Reaches the webInstructions only3,138 words
  • podcast-pipeline

    Podcast-to-Everything content pipeline. Takes a podcast RSS feed or raw transcript and generates a full cross-platform content calendar: short-form video clips, Twitter/X threads, LinkedIn articles, newsletter sections, quote cards, blog outlines with SEO keywords, and YouTube Shorts/TikTok scripts. Scores each piece by viral potential (novelty × controversy × utility) and deduplicates against recent output. Use when asked to: "repurpose this podcast", "turn this episode into content", "podcast content calendar", "extract clips from this episode", "podcast to social", "content from RSS feed", "batch process episodes", or any request to turn podcast/audio content into a multi-platform content plan.

    Needs a keyActs undeclared1,452 words
  • revenue-intelligence
    Needs a keyActs undeclared1,081 words
  • sales-pipeline
    Needs a keyActs undeclared486 words
  • sales-playbook
    Needs a keyActs undeclared500 words
  • seo-ops
    Needs a keyActs undeclared798 words
  • short-form-pipeline
    Needs a keyActs undeclared531 words
  • shortform-format-library

    Build and maintain a visual short-form format library, evaluate supplied content spikes, and match source-grounded ideas to recording outlines and editing briefs. Use for format discovery, refreshing a swipe page, ranking a content table, or preparing a format-library lead magnet.

    Reaches the webActs undeclared843 words
  • shortform-idea-grill

    Interview a founder or senior marketer one question at a time, mine current work and owned proof for net-new short-form video ideas, and return a ranked table with one five-second overlay hook, virality and three-second-hook scores, exactly three talking bullets, a complete payoff, and a mapped CTA. Use for Instagram Reels, TikTok, YouTube Shorts, LinkedIn video, founder-led content planning, hook development, content-day production queues, or turning active AI, marketing, and operating work into credible short-form concepts.

    Self-containedActs undeclared625 words
  • shortform-production

    Produce readable vertical shorts with evidence-based B-roll, three opening treatments, editorial review, and authorized Metricool API delivery. Use for shortform edits, captions, hook experiments, or scheduling approved clips.

    Needs a keyActs undeclared302 words
  • show-and-tell-video-slate

    Turn authorized current builds, workflows, dashboards, analytics, and completed work into proof-led founder videos, then rank and combine the strongest filmable artifacts into exact 15-minute long-form slates with strict title and thumbnail evaluation. Use when deciding what to film, creating show-and-tell business videos, combining thin topics into complete episodes, or requiring packaging concepts to clear explicit quality gates.

    Reaches the webActs undeclared783 words
  • sidebar-prioritizer

    Reset and prioritize the Codex task sidebar with work categories, P0–P4 priorities, and B7 labels for tasks inactive beyond seven days. Use for sidebar cleanup, confusing task lists, or refreshing follow-up priorities.

    Reaches the webActs undeclared1,083 words
  • video-analysis

    Analyze YouTube videos or local footage using transcripts first, with silent video checks for demonstrations, delivery, editing, and clip boundaries. Use for video summaries, research, repurposing, or timestamped critiques.

    Needs a keyInstructions only719 words
  • video-content-engine

    Diagnose and transform any authorized video URL, upload, recording, transcript, podcast, interview, presentation, screen recording, webinar, ad, or published video into the strongest justified content portfolio. Use for video audits, format recommendations, long-form editing, mid-form explainers, Shorts and Reels, teasers, tutorials, case studies, paid cutdowns, captions, packaging, delivery, or publication preparation.

    Reaches the webActs undeclared1,302 words
  • x-longform-post

    Write long-form X (Twitter) posts and threads in a founder/CEO voice. Use when drafting X articles, long tweets, thought leadership threads, or viral content. Produces contrarian, data-backed posts with ASCII diagrams and code block visuals. Includes mandatory AI humanizer pass (24-pattern detector) before finalizing.

    Reaches the webActs undeclared1,112 words
  • yt-competitive-analysis

    Analyze YouTube channels for outlier videos and packaging patterns. Identifies what's working (2x+ average views) across any set of channels. Use when asked for YouTube competitive analysis, viral video patterns, or packaging/title inspiration.

    Needs a keyActs undeclared433 words

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