Thin orchestrator for the value of scoped work at Magnet — client health, impact, renewal, and growth. Where the Project Manager owns whether work gets DONE, the Account Manager owns whether it was WORTH it and whether the relationship grows. Follows the RETENTION process (FSR-04) and calls existing sub-skills (client-health-score, qbr-auto-builder, performance-snapshot-updater, meeting-prep, call-debrief, scope-change-detector, retainer-cycle) as libraries. Runs in three modes: SINGLE-EMAIL (one relationship-level client inbound handed off by Hermes triage — renewal, dissatisfaction, scope-expansion, churn signal), MONTHLY CYCLE (1st of the month value pass), and ON-REQUEST (health check, QBR, renewal brief for a named account). Creates Linear work assigned to Gavin; drafts client replies to team@magnet.co and NEVER sends externally; never commits to new scope or pricing; never reports a renewal decision. Use when asked to run account-manager, run account manager, account pulse, check client health, build a QBR, write a renewal brief, read on an account, flag scope expansion, or when Hermes routes a client relationship email here. Trigger phrases: account-manager, account manager, run account manager, account pulse, client health, health check, QBR, renewal brief, renewal risk, churn risk, scope expansion, account review, client value.

Monthly per-client strategic reporting skill for the Account Manager. Produces two paired Notion deliverables for each active retainer client: (1) an Account Manager Briefing that justifies the retainer by summarizing recently completed work, honest challenges, improvement areas, where the client contact can help, retainer-fulfillment expansion, and a full-funnel website read, and (2) a Revenue Conversation Guide with exactly three plays, unblock asks, and a partnership case, designed for the Magnet operator to have a higher-value monthly conversation with the primary client contact. Strategic layer above `project-manager` (tactical) and complementary to `qbr-auto-builder` (quarterly). Use this every month per active client, or on request. Trigger phrases: account manager monthly report, monthly client briefing, revenue conversation guide, retainer justification report, monthly account report, account manager pass for [client].

Magnet's client acquisition and networking outreach loop. Covers LinkedIn networking outreach (connection requests with Notion Contact Status tracking), prospect research and enrichment, cold email drafting, follow-up cadence (4-touch Day 0/3/7/14), weekly pipeline review, and inbound nurture. Use when sending LinkedIn connection requests, approaching networking contacts, researching prospects, drafting cold emails, following up on outreach, reviewing pipeline health, or handling inbound leads.

Airtable REST API via curl. Records CRUD, filters, upserts.

Manage Apple Notes via memo CLI: create, search, edit.

Apple Reminders via remindctl: add, list, complete.

Dark-themed SVG architecture/cloud/infra diagrams as HTML.

Search arXiv papers by keyword, author, category, or ID.

ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.

ASCII video: convert video/audio to colored ASCII MP4/GIF.

AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.

Apollo-first cold outreach prospecting system for Magnet. Three modes - Apollo Mode (fast bulk search>reveal>sequence), Deep Manual Mode (targeted research>domain search>verify>sequence), and Industry Vertical Mode (create dedicated sequences with industry-specific A/B email copy). Finds and enriches prospects via Apollo API, creates contacts, loads into sequences, and monitors for positive replies to promote into Notion Pipeline DB. Use when asked to find new prospects, load prospects into Apollo, run outreach, seed the sequence, fill the pipeline, restart cold outbound, create a vertical sequence, target a specific industry, check for replies, or manage the cold email pipeline.

Infographics: 21 layouts x 21 styles (信息图, 可视化).

Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.

Patterns for organizing AI agents to mirror business structure — Head → Manager → Skills hierarchy with practical implementation approaches

Delegate coding to Claude Code CLI (features, PRs).

Design one-off HTML artifacts (landing, deck, prototype).

Comprehensive client onboarding playbook and Linear project setup automation for Magnet Co. Use when onboarding a new client, inheriting a client from another agency, or auditing whether an existing client's operational setup is complete. Covers internal comms, workspace provisioning, access collection, data tracking, reporting baseline, Watchdog monitoring registration, client-facing setup, final handoff verification, and automated Linear project issue generation with sub-issues. Reference playbook with flexible per-client toggling. Creates a Cortex wiki page for the new client during onboarding.

Inspect codebases w/ pygount: LOC, languages, ratios.

Delegate coding to OpenAI Codex CLI (features, PRs).

Generate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows with parameter injection. Uses the official comfy-cli for lifecycle and direct REST/WebSocket API for execution.

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Author/validate/export Google's DESIGN.md token spec files.

Exploratory QA of web apps: find bugs, evidence, reports.

Agent-only historical store of client email threads. Scans gavin@magnet.co, team@magnet.co, and andrew@magnet.co for new external messages, filters to client-only conversations using the shared client registry, deduplicates by Gmail thread ID, and upserts a structured record per thread into the Notion Email Log DB with an Accounts relation. No Slack, no Linear, no notifications, no redaction. Other skills (PM, client-health, meeting-prep) read from the Email Log DB instead of re-querying Gmail. Use when asked to run email archive, sync email log, backfill threads for a client, refresh email history, or when the weekday 4x/day cron fires. Trigger phrases include email log archiver, email archive, sync email log, run email archiver, refresh email history, backfill email threads.

Extract and classify client signals from Gmail across all Magnet mailboxes (team@, gavin@, andrew@). Scans for client requests, asset deliveries, status checks, scope expansion language, and routes each signal to appropriate handling. Used by project-manager during Phase 2 signal gathering. Outputs structured signal data for downstream processing by other PM sub-skills.

lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).

Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).

Single owner of Magnet Co's books — money in (Harvest invoices, AR sync, late-invoice chase, pass-through billing) and money out (Plaid weekly card sweep, monthly Chase reconciliation, Notion Banking ledger import, on-demand spend audit). Replaces harvest-invoice-sync, late-invoice-monitor, client-expense-tracker, expense-management, corporate-expense-alerts, and banking-import. Use when asked to run finance manager, sync invoices, chase overdue invoices, run weekly card sweep, run monthly close, reconcile expenses, bill pass-through, import bank CSVs, audit software spend, check AR aging, or when any finance cron fires (Thu 10am ET, Fri 8am PT, Fri 10am ET, Mon 7am ET, 1st 9am ET). Trigger phrases: finance manager, run finance, AR, AP, accounts receivable, accounts payable, invoices, expenses, reconcile, sync invoices, chase overdue, weekly card sweep, month-end close, bill pass-through, import bank statements, audit spend, expense audit, leakage check.

Track Apple devices/AirTags via FindMy.app on macOS.

Search/download GIFs from Tenor via curl + jq.

GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.

Review PRs: diffs, inline comments via gh or REST.

Create, triage, label, assign GitHub issues via gh or REST.

GitHub PR lifecycle: branch, commit, open, CI, merge.

Clone/create/fork repos; manage remotes, releases.

Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.

HeartMuLa: Suno-like song generation from lyrics + tags.

Configure, extend, or contribute to Hermes Agent.

Author in-repo SKILL.md: frontmatter, validator, structure, and writing-quality principles.

Himalaya CLI: IMAP/SMTP email from terminal.

End-to-end hiring loop for Magnet Co. Owns job post writing, free LinkedIn listings, candidate intake (LinkedIn, email, careers form), role-specific screeners for non-technical roles plus a universal hard-problem screener for all engineering roles, identity-field enrichment, Name-Based Offshore Filter, twice-weekly review list (Tue + Thu 9am ET), drafted rejections for approval, auto-scheduled interviews, and Granola/Meet filing. Uses Linear (Operations team) as a working surface like project-manager does: one OPS project per open role, a full-lifecycle issue per candidate whose status mirrors the Notion Stage, interview rounds as sub-issues, and periodic Linear project updates per role as the status surface. Friendly candidate email; generic rejections. Trigger phrases: hiring, hiring manager, open a role, screen applicants, send screener, review candidates, schedule interview, R2 interview, send rejection, file the interview, post job, repost job.

HuggingFace hf CLI: search/download/upload models, datasets.

Humanize text: strip AI-isms and add real voice.

Send and receive iMessages/SMS via the imsg CLI on macOS.

Monitors the Notion Website Enquiries DB hourly for new form submissions from magnet.co. Enriches contacts via Apollo and web search, scores against ICP, creates Pipeline DB entries with deal value estimates, drafts personalized response emails in Gmail, and alerts Slack. Use when checking for new inbound leads, processing website enquiries, or when the hourly inbound lead capture cron fires.

Iterative Python via live Jupyter kernel (hamelnb).

Periodic audit of Website Enquiries and Pipeline DBs to identify stale leads worth re-engaging. Filters spam and service sellers, cross-references Gmail for outreach history, assesses deal health, and builds re-engagement plans with drafted follow-ups. Use when asked to check for cold leads, audit the pipeline for re-engagement, find leads that went quiet, review inbound submissions for missed opportunities, or run a periodic pipeline health check. Trigger phrases include re-engage leads, cold lead audit, check for stale leads, missed opportunities, pipeline re-engagement, follow up on old leads, check inbound leads.

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Draft genuine, human LinkedIn comments on posts from friends and connections. Use when the user shares a LinkedIn post (screenshot or link) and wants help writing a reply that feels natural, elevates the poster's credibility, and shows local or industry awareness. Also use when the user asks to comment on, reply to, or engage with a LinkedIn post. Covers comment drafting, angle selection, and rotation tracking. Never posts without explicit approval.

llama.cpp local GGUF inference + HF Hub model discovery.

Karpathy's LLM Wiki: build/query interlinked markdown KB.

Mandatory Magnet writing style and voice spec for all content produced for Magnet Co. Universal dependency, load before generating ANY written output: LinkedIn posts, articles, emails (cold/warm/retention/internal), client threads, proposals, RFPs, case studies, Slack, Linear comments, Notion pages, reports, briefs, code comments, candidate outreach. Enforces the five-writer voice blend (Hormozi dominant), zero-tolerance word rules (universal em dash ban, no hedges, no throat-clearing, no adverb padding, Germanic over Latinate, concrete nouns), structural moves (verdict opener, parallel triad, consequence ladder, labeled binary, aphoristic landing), per-surface templates, canonical signature blocks, the team@magnet.co cc rule, and the pre-output checklist. Replaces gavin-format and email-writing. Use when writing, drafting, formatting, or producing any deliverable.

Manim CE animations: 3Blue1Brown math/algo videos.

Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.

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Automated meeting preparation for Magnet Co client meetings. Builds client-shareable meeting notes in the global Notion Meeting Notes DB by gathering intelligence from Calendar, Slack, Linear, GitHub, Email Log, and Harvest (billing). Notes are designed to be presented on-screen during calls and shared with clients afterward. Internal-only context (billing, margin, delivery sentiment) is kept in a collapsed toggle that is excluded from the shareable note. Runs in two passes - initial prep (8 hours before) and refresh (20 minutes before) to capture last-minute activity. Use when preparing for any client meeting or when the recurring meeting prep task fires. Reads Client Profile from the Account page body and prior meeting history from the global Meeting Notes DB filtered by Accounts relation.

Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).

Magnet's local AI networking loop. Finds, researches, qualifies, and reaches out to Cincinnati/tristate people building interesting things in AI and agentic systems, then tracks the relationship to a meeting. Full standalone loop: discovery, enrichment, Notion Contacts DB entry, LinkedIn connection outreach (Englishman-in-Cincinnati angle), status tracking, and meeting-prep handoff. Use when asked to find local AI people to meet, resume the AI specialist outreach, network locally, source people like Patrick Smith, build the networking pipeline, send connection requests, log a new networking contact, or check networking status. Trigger phrases include networking, find local AI people, resume outreach, meet people in the AI space, networking contact, connect with, source local builders, networking pipeline, who should I meet, log a contact, networking status.

Debug Node.js via --inspect + Chrome DevTools Protocol CLI.

Notion API + ntn CLI: pages, databases, markdown, Workers.

Read, search, create, and edit notes in the Obsidian vault.

Extract text from PDFs/scans (pymupdf, marker-pdf).

Delegate coding to OpenCode CLI (features, PR review).

Control Philips Hue lights, scenes, rooms via OpenHue CLI.

p5.js sketches: gen art, shaders, interactive, 3D.

Monthly skill that appends a single performance row to each active client's Performance Snapshot report in the global Notion Reports DB (one page per client, with Report Type = Performance Snapshot and Accounts relation). Pulls organic traffic, keyword positions, Core Web Vitals, PPC metrics, and billable hours from GA4, Google Search Console, Ahrefs, Google Ads, PageSpeed Insights, and Harvest. Creates the page if it doesn't exist. Runs on the 1st of each month. Use when asked to update performance snapshots, run the monthly metrics pull, check performance trends, or append monthly stats for a client.

Horizontal web-grounded research capability for any Hermes specialist, powered by the Perplexity Sonar API (sonar, sonar-pro, sonar-reasoning-pro, sonar-deep-research). Use whenever a task needs current, cited, real-world information beyond the box's connected data sources — competitor and market research, fact-checking, SERP and intent analysis, prospect and company background, industry trends, or any 'what's the latest on X' question. Returns a synthesized answer plus real source URLs. Reads PERPLEXITY_API_KEY from the box; no per-search vendor cost setup needed.

Install and select animated petdex mascots for Hermes.

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Plan mode: write an actionable markdown plan to .hermes/plans/, no execution. Bite-sized tasks, exact paths, complete code.

Query Polymarket: markets, prices, orderbooks, history.

54 real design systems (Stripe, Linear, Vercel) as HTML/CSS.

Create, read, edit .pptx decks, slides, notes, templates.

Use when building creative browser demos with @chenglou/pretext — DOM-free text layout for ASCII art, typographic flow around obstacles, text-as-geometry games, kinetic typography, and text-powered generative art. Produces single-file HTML demos by default.

End-to-end PM orchestrator for Magnet. Runs twice daily on weekdays (7 AM ET full, 2 PM ET intraday pulse) and is the single entry point that takes raw client signal - emails, attached assets, scope mentions, replies, calendar events, Linear movement - and translates it into correctly structured Linear work organized by initiative → project → customer request → issue, neatly filed Notion resources, and drafted client replies. Status surfacing happens through canonical Linear project updates written **daily on every active project** (morning run) plus an optional follow-up update at 2 PM when material change accumulated since morning, read via Linear Pulse - not Slack. Slack is reserved for essential, urgent, same-day-action alerts only. Portable - any team member can run it with access to the connected accounts. No local files, no per-operator state. Trigger phrases include 'pm', 'run pm', 'pm cron', 'run pm cron', 'pm pulse', 'pm briefing', 'project manager', 'project-manager', 'run project manager'.

Debug Python: pdb REPL + debugpy remote (DAP).

Auto-generates Quarterly Business Review Notion pages for retainer clients by pulling data from GA4, Search Console, Ahrefs, and Linear, then notifying Gavin with a review link.

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Pre-commit review: security scan, quality gates, auto-fix.

Write ML papers for NeurIPS/ICML/ICLR: design→submit.

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Prepare for Magnet Co sales calls — discovery, primer, demo, proposal, and QBR meetings. Builds a prep brief using Magnet's value offering (brand, web, SEO, PPC), context-loss positioning, 8-category objection framework, Primer call script structure, proof points, and pricing tiers. Use when asked to prep for a sales call, get ready for a client meeting, prepare for a prospect call, or build a meeting brief.

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Single owner of Magnet Co's revenue funnel — every motion that converts a stranger into a signed client. Twice-daily orchestrator (7:30 AM ET + 2 PM ET weekdays) that absorbs inbound capture, cold outbound (Apollo + Reddit), follow-up cadence, pipeline hygiene, RFP triage, meeting prep, and deal-close promotion into one master cron with one consolidated Slack digest. Replaces morning-acquisition-sweep. Calls existing sub-skills (auto-prospector, inbound-lead-capture, touchpoint-cadence, pipeline-tracker, acquisition-workflow, lead-reengagement-audit, rfp-response, sales-call-prep, deal-close-trigger, reddit-mining) as libraries; never duplicates their logic. Use when asked to run sales-manager, run sales, sales cron, sales pulse, morning sales sweep, afternoon sales sweep, full pipeline run, run the funnel, check sales status, sales briefing. Trigger phrases: sales-manager, sales manager, run sales, sales pulse, sales briefing, run the funnel, pipeline run.

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SAM: zero-shot image segmentation via points, boxes, masks.

Free keyword and SEO research for Magnet and its clients using only zero-cost, already-connected sources: Google Search Console (real own-site query data), Google Ads Keyword Planner (search volume, competition, CPC bids for any keyword), and Perplexity Sonar (SERP landscape, intent, competitor content). Use when asked to research keywords, find search volume, assess keyword difficulty/competition, discover keyword ideas, analyze what a site ranks for, map search intent, or size an SEO opportunity. Do NOT use Similarweb, Ahrefs, or Semrush — their APIs are gated behind paid plans.

Run an ad-hoc SEO analysis of any website and post the findings to a Slack channel. Load and self-select whenever a task, Linear issue, or request says something like 'run an SEO analysis of DOMAIN', 'ad hoc SEO analysis of URL', 'SEO audit for SITE', or 'analyze the SEO of URL and post to CHANNEL'. Parameterized by a target domain/URL and a destination Slack channel. Produces a prioritized top-5 SEO opportunity list (on-page + content gaps + technical wins) using a public crawl and Perplexity Sonar SERP research, optionally enriched with Google Search Console and Google Ads Keyword Planner when available. Posts a DRAFT to the named Slack channel and comments the link back on the invoking Linear issue. Draft-only: never creates or assigns downstream work issues unless explicitly told.

vLLM: high-throughput LLM serving, OpenAI API, quantization.

Parallel 3-agent cleanup of recent code changes.

Throwaway HTML mockups: 2-3 design variants to compare.

Approach for continuously improving and evolving skills through real-world use, treating existing skills as starting points rather than gospel

Format any message for Slack so it renders cleanly. Load this BEFORE composing or posting ANY Slack message (conversations_add_message, chat.postMessage, or any Slack MCP post) — digests, tables, reports, briefs, alerts, status updates. Slack does NOT support Markdown tables, double-asterisk bold, headers, or many Markdown features; using them produces broken walls of text. Covers Slack mrkdwn rules, the code-block technique for aligned tables, and a formatter script that converts Markdown/tables into Slack-safe output.

Audio spectrograms/features (mel, chroma, MFCC) via CLI.

Songwriting craft and Suno AI music prompts.

Throwaway experiments to validate an idea before build.

4-phase root cause debugging: understand bugs before fixing.

Operate the Teams meeting summary pipeline via Hermes CLI — summarize meetings, inspect pipeline status, replay jobs, manage Microsoft Graph subscriptions.

TDD: enforce RED-GREEN-REFACTOR, tests before code.

Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals. 36 native tools.

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W&B: log ML experiments, sweeps, model registry, dashboards.

X/Twitter via xurl CLI: post, search, DM, media, v2 API.

YouTube transcripts to summaries, threads, blogs.

Yuanbao (元宝) groups: @mention users, query info/members.