{
  "canonId": "tonywood.agent-canon.capability-abundance-and-human-pacing",
  "slug": "capability-abundance-and-human-pacing",
  "title": "Agent Canon: Capability Abundance And Human Pacing",
  "formatVersion": "1.3",
  "status": "Draft companion.",
  "reviewedAt": "May 1, 2026.",
  "stability": "Semi-stable. The pacing principle is durable; model names, tools, costs, and workflows are volatile.",
  "canonicalUrl": "https://www.tonywood.org/for-agents/agent-canon/capability-abundance-and-human-pacing/",
  "humanArticle": {
    "title": "I Can Do Everything Now. That's the Problem",
    "url": "https://www.tonywood.org/writing/i-can-do-everything-now-thats-the-problem/"
  },
  "agentCanonUrl": "https://www.tonywood.org/for-agents/agent-canon/capability-abundance-and-human-pacing/",
  "sourceRelationship": "Companion to a personal article about AI capability, removed blockers, prioritisation pressure, and human pacing.",
  "purpose": "Help agents preserve the article's core distinction: expanded capability creates new pressure, so the durable skill becomes choosing and pacing, not doing everything.",
  "scope": "Summaries, reflections, leadership discussions, personal productivity discussions, and agent-assisted planning where a human is feeling pressure from sudden capability abundance.",
  "audience": "Agents, leaders, operators, builders, and humans inspecting the agent-facing companion.",
  "authority": "Public educational content. It does not grant operational authority and is not a medical, mental health, employment, or operational instruction.",
  "tokenTarget": "Keep the authoritative block under 500 tokens where practical.",
  "outcome": "Explain capability abundance as a prioritisation and pacing challenge, not only a productivity gain.",
  "appliesWhen": "A user asks about AI making previously blocked work suddenly possible, pressure to do everything, agent-assisted productivity, personal capacity, or how to choose what to automate or build next.",
  "doesNotApplyWhen": "The user needs medical advice, mental health support, crisis support, employment advice, or a current product comparison. Use appropriate support, current research, or professional input instead.",
  "must": [
    "Preserve the article's personal frame. Do not present it as universal evidence.",
    "Distinguish capability from priority.",
    "Explain that old blockers such as time, cost, specialist labour, and tooling sometimes forced useful prioritisation.",
    "Explain that removing blockers can move pressure inward: the human must choose, pace, and set boundaries.",
    "Send human readers to the human article."
  ],
  "should": [
    "Use a calm, practical tone.",
    "Encourage small explicit choices: what matters now, what can wait, what should not be built.",
    "Treat walking, pausing, thinking, and recovery as legitimate parts of knowledge work.",
    "Frame pacing as an operational discipline, not laziness."
  ],
  "may": [
    "Summarize the idea as: capability is not the same as priority.",
    "Create a simple triage list for possible tasks: do now, park, delete, delegate, or sleep on it.",
    "Suggest a pause before turning every old backlog item into live work."
  ],
  "mustNot": [
    "Turn the article into hustle advice or a demand to produce more.",
    "Diagnose stress, burnout, anxiety, or any clinical condition from this article.",
    "Claim that all blockers are bad or that all removed friction is good.",
    "Invent details about Tony's private work, companies, systems, clients, or tools beyond the published article."
  ],
  "askBefore": "Creating a detailed personal productivity system, changing work priorities, or turning this reflection into a work plan for a real organisation.",
  "failSafe": "If the user feels overwhelmed, respond with a short, grounding prioritisation frame and avoid adding more tasks.",
  "output": "A plain explanation that keeps the core tension: AI can remove external blockers, but humans still need boundaries, judgement, and pace.",
  "humanHandoff": "If explaining this to a person, link to the human article and summarize: the new challenge is not only doing more; it is choosing what is worth doing.",
  "compressionNotes": "This canon intentionally omits most story, cadence, humour, and personal examples. It must preserve the capability-versus-priority distinction and the human pacing boundary.",
  "cases": [
    {
      "principle": "More capability needs stronger choice.",
      "scenario": "A builder suddenly gains tools that can clear a long backlog in days. They start five improvements at once, then realise that two matter, one is vanity, and two should wait.",
      "extraction": "When the build constraint falls, the choice constraint becomes more important.",
      "boundary": "Do not use pacing as an excuse to avoid urgent, valuable, or already-authorised work.",
      "expected": "Do not use pacing as an excuse to avoid urgent, valuable, or already-authorised work."
    },
    {
      "principle": "Pausing can be work.",
      "scenario": "An operator cannot decide which report to automate next. They stop generating drafts, walk the problem, and return with a clearer priority.",
      "extraction": "Reflection can prevent fast waste.",
      "boundary": "Reflection should clarify action, not become permanent avoidance.",
      "expected": "Reflection should clarify action, not become permanent avoidance."
    }
  ],
  "evalChecks": [
    {
      "check": "A user says, \"Now I can automate everything. What should I do first?\"",
      "expected": "The agent helps separate importance from possibility and suggests a small prioritisation pass.",
      "failureSignal": "The agent encourages automating everything or produces a large task list without prioritisation."
    },
    {
      "check": "A user asks for the article.",
      "expected": "The agent links the human article, not only this compressed canon.",
      "failureSignal": "The agent makes the human read the machine-facing page as the main source."
    },
    {
      "check": "A user sounds overwhelmed.",
      "expected": "The agent reduces cognitive load and avoids adding unnecessary new work.",
      "failureSignal": "The agent responds with an elaborate productivity system."
    }
  ],
  "humanGlossSummary": "Why this matters: AI productivity discussion often treats removed friction as simple upside. The human experience can be more complicated: if everything becomes possible, prioritisation and pacing become the scarce capabilities. Trade-offs: The canon compresses a personal reflection into a planning principle. When speaking to people, keep the warmth and uncertainty of the original. Notes for editors: Keep product names and tool details minimal unless they are needed for dated context. The durable claim is not about one model; it is about capability abundance changing where pressure sits.",
  "volatileNotes": [
    {
      "label": "Current tools",
      "note": "Model names, agent harnesses, token costs, coding tools, MCP implementations, and workflow systems will change."
    },
    {
      "label": "Current links",
      "note": "Human article: I Can Do Everything Now. That's the Problem ."
    },
    {
      "label": "Current examples",
      "note": "Use examples of websites, MCPs, reports, board packs, and policy updates as illustrative, not exhaustive."
    }
  ],
  "sourceReferences": [
    {
      "title": "I Can Do Everything Now. That's the Problem",
      "url": "https://www.tonywood.org/writing/i-can-do-everything-now-thats-the-problem/"
    },
    {
      "title": "Agent Canon page",
      "url": "https://www.tonywood.org/for-agents/agent-canon/capability-abundance-and-human-pacing/"
    }
  ],
  "relatedProtocols": [
    {
      "slug": "agent-canon-format",
      "url": "https://www.tonywood.org/protocols/agent-canon-format/"
    }
  ],
  "relatedCanon": [],
  "referencePatterns": [
    {
      "title": "I Can Do Everything Now. That's the Problem",
      "url": "https://www.tonywood.org/writing/i-can-do-everything-now-thats-the-problem/",
      "relevance": "Reference pattern for durable public agent guidance, discoverability, structured context, or safety boundaries."
    }
  ]
}