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      "name": "branding-quick",
      "scope": "system"
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    {
      "description": "One-shot branding pipeline: strategy → references → theme packages → live sites → synthetic advisory panel → winner build → polish passes.",
      "name": "brandlab",
      "scope": "system"
    },
    {
      "description": "Drive a GUI-only web console (Google Cloud, Anthropic, Vercel, any OAuth/cloud setup) end-to-end by attaching Playwright to JD's REAL Chrome over the DevTools protocol.",
      "name": "browser-console-driver",
      "scope": "system"
    },
    {
      "description": "Print documents via BYU Web Print (webprint.byu.edu).",
      "name": "byu-webprint",
      "scope": "system"
    },
    {
      "description": "Mint, install, verify and auto-renew JD's BYU Canvas API token — the credential behind the `canvas-lms` MCP, `canvas_sync`, grade alerts and the deadline watcher.",
      "name": "canvas-token",
      "scope": "system"
    },
    {
      "description": "Cloudflare API tooling via ~/agent-system/scripts/cloudflare.sh — DNS records, zones, tunnels, purge, from the CLI with JD's saved token.",
      "name": "cloudflare",
      "scope": "system"
    },
    {
      "description": "Socratic + Petersonian counseling sessions.",
      "name": "counselor",
      "scope": "system"
    },
    {
      "description": "Data cleaning and preprocessing before analysis, Madden-style.",
      "name": "data-prep",
      "scope": "system"
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    {
      "description": "Stand up working email on a new domain end-to-end — Cloudflare zone, mail DNS (MX/SPF/DKIM/DMARC), registrar nameserver change, Fastmail provisioning, and an agentic JMAP send/rea…",
      "name": "domain-email-setup",
      "scope": "system"
    },
    {
      "description": "Create or extend a course-scoped \"expert professor\" agent that answers questions grounded in a specific BYU Canvas course's lecture slides and materials.",
      "name": "expert-professor-agent-creator",
      "scope": "system"
    },
    {
      "description": "Sign into Fastmail's web UI headlessly and drive GUI-only settings (add a domain, create sending identities, aliases, billing).",
      "name": "fastmail-web",
      "scope": "system"
    },
    {
      "description": "Spawn and manage parallel agent fleets on this box — agent-fleet.sh / agents.shared.fleet (worktree + tmux + claude), the /multitask Telegram fanout, the spine drainer queue, and…",
      "name": "fleet-spawn",
      "scope": "system"
    },
    {
      "description": "Route a narrow, schema-pinned LLM task (structured extraction, classification, scoring) onto a free tier instead of paid Anthropic API spend — which provider actually clears the p…",
      "name": "free-tier-llm",
      "scope": "system"
    },
    {
      "description": "Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one.",
      "name": "frontend-design",
      "scope": "system"
    },
    {
      "description": "Garmin Connect auth + health data sync for JD.",
      "name": "garmin",
      "scope": "system"
    },
    {
      "description": "Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs — the ONLY sanctioned Google path (MCP Gmail/Calendar are broken OAuth).",
      "name": "gog",
      "scope": "system"
    },
    {
      "description": "Recover gog CLI Google OAuth when it breaks — invalid_grant, keyring hangs, missing client_id, \"Finishing…\" forever.",
      "name": "google-oauth-recovery",
      "scope": "system"
    },
    {
      "description": "Health coaching powered by PubMed research + curated knowledge base.",
      "name": "health-coach",
      "scope": "system"
    },
    {
      "description": "Send and read iMessages/SMS on macOS.",
      "name": "imessage",
      "scope": "system"
    },
    {
      "description": "Send work to Instinct, the external autonomous agent JD reaches over iMessage, and read what it sends back.",
      "name": "instinct",
      "scope": "system"
    },
    {
      "description": "LinkedIn content engine for JD — generates posts that don't sound like AI and get saves.",
      "name": "linkedin-growth",
      "scope": "system"
    },
    {
      "description": "Logistic regression for binary / discrete-outcome problems, Madden-style.",
      "name": "logit-classifier",
      "scope": "system"
    },
    {
      "description": "Author recurring/conditional automation correctly on this box: cron vs watcher vs LaunchAgent vs session loop, the headless-claude auth pattern, the lint + deadman guard patterns,…",
      "name": "machine-loops",
      "scope": "system"
    },
    {
      "description": "MBA-Exchange.com candidate access for JD's recruiting pipeline — login, session, job discovery into recruiting_queue.",
      "name": "mba-exchange",
      "scope": "system"
    },
    {
      "description": "Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.",
      "name": "obsidian",
      "scope": "system"
    },
    {
      "description": "Drive BYU Outlook / Teams on the web through the authenticated browser-use JD profile (BYU has no usable API).",
      "name": "outlook-byu",
      "scope": "system"
    },
    {
      "description": "Map the blast radius of a change to shared agent-system code (agents/shared/*, scripts/*, daemons, cron entry-points, Supabase contracts) and verify each downstream consumer still…",
      "name": "regression-check",
      "scope": "system"
    },
    {
      "description": "Run Matt Madden's OLS diagnostic remedy-order on a regression problem.",
      "name": "regression-diagnostics",
      "scope": "system"
    },
    {
      "description": "Send anything outbound (Telegram, attention/escalation to JD, gmail) through the spine relay outbox — the payload contracts, _frame requirements, receipts, and how to debug held/d…",
      "name": "relay-send",
      "scope": "system"
    },
    {
      "description": "reMarkable tablet cloud sync → OCR → Obsidian inbox.",
      "name": "remarkable",
      "scope": "system"
    },
    {
      "description": "Generate a tailored 1-page ATS-optimized resume for a specific job.",
      "name": "resume-generator",
      "scope": "system"
    },
    {
      "description": "Rotate a leaked or expiring credential correctly — the liveness-probe-first flow, the consumer-swap sequence (.env + crontab + plists TOGETHER), the leaked-key-nag machine loop, a…",
      "name": "secrets-rotation",
      "scope": "system"
    },
    {
      "description": "Operate the Enforcement Spine (nerve-center-spine repo) — the runner/producer/relay daemons, the agent_tasks queue, the killswitch, held rows, and receipts.",
      "name": "spine-ops",
      "scope": "system"
    },
    {
      "description": "Drive JD's Substack (The Agent Brief) end-to-end via a headless browser agent — Substack has no API, so this IS the API.",
      "name": "substack-ops",
      "scope": "system"
    },
    {
      "description": "Survey design and analysis, Madden-style (MBA-560 Unit 2).",
      "name": "survey-analyzer",
      "scope": "system"
    },
    {
      "description": "Operate JD's Telegram layer — the Telegram Operator transport (WAL, headless CEO turns), direct Bot API sends, telegram-notify.sh, the SLA/canary watchdogs, and the NEVER-KILL rul…",
      "name": "telegram-ops",
      "scope": "system"
    },
    {
      "description": "Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.",
      "name": "tmux",
      "scope": "system"
    },
    {
      "description": "Pick the right tool for an analytics task — Excel, SQL, Python, Stats iQ, PowerBI, or LLM.",
      "name": "tool-selector",
      "scope": "system"
    },
    {
      "description": "Where state lives and how it's written — ~/clawd layout, projects vs domain todos, tasks.yaml, clawd-log/CHANGELOG contract, the CRM write contract, and the Obsidian vault paths.",
      "name": "vault-conventions",
      "scope": "system"
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    "automations": 243,
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        "blurb": "Domain heartbeats, open-loop tracking, email polling, and the morning briefing come online — the system starts running itself on a schedule.",
        "date": "2026-04-16",
        "title": "Second brain goes always-on"
      },
      {
        "blurb": "A research-led rebuild ships one persistent chat surface, synced across devices, with live agent panes you can watch work in real time.",
        "date": "2026-05-26",
        "title": "The cockpit — a live web chat over every session"
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        "blurb": "The cockpit and its Python backend split cleanly: keep the surface, replace the spine.",
        "date": "2026-06-16",
        "title": "Nerve Center v6 + the enforcement spine"
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      {
        "blurb": "Captured content is embedded into a searchable knowledge graph and vector index — the second brain gets a real database agents can recall from.",
        "date": "2026-06-27",
        "title": "Memory becomes a graph + vector store"
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      {
        "blurb": "The Telegram operator cuts over to a write-ahead-journal transport — every inbound message is journaled before it is acknowledged, so nothing can be dropped.",
        "date": "2026-07-03",
        "title": "Zero-inbound-loss messaging"
      },
      {
        "blurb": "Reasoning-class work routes to the deepest planning model while code-building stays on the build tier — the right model for the right job, automatically.",
        "date": "2026-07-05",
        "title": "Planning-tier model routing"
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      {
        "blurb": "A resident sentinel with self-healing modules plus a dynamic RAM manager keep the box healthy — the system defends its own uptime.",
        "date": "2026-07-09",
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      {
        "blurb": "Multi-account quota routing with per-spawn account re-pick, usage-limit detection, memory-on-the-decision-path wiring, and a deadman heartbeat land as the base layer.",
        "date": "2026-07-16",
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        "blurb": "Escalation ladders, consumer-side freshness invariants, receipt-honest delivery, a composed system-health page, and a local model tier ship together.",
        "date": "2026-07-17",
        "title": "Wave 2 — Delivery & verification"
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        "blurb": "The durable agent bus gets a resident drain daemon — a message path that was a black hole 24 hours earlier now delivers a real worker report to a live pane in about 45 seconds.",
        "date": "2026-07-17",
        "title": "Wave 3 — The bus goes live"
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        "date": "2026-07-18",
        "title": "Wave 4 — Institutionalize"
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        "blurb": "A public capabilities showcase that regenerates from live system state and republishes itself whenever something new ships.",
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