{
  "site": "https://littleagentclub.com",
  "evidence": "Attributed examples and club suggestions, not our own test results.",
  "excludedCount": 1,
  "useCases": [
    {
      "id": "rabbit-sample-notes",
      "title": "Organize three harmless notes",
      "description": "Separate facts, questions and next steps in a fictional plan.",
      "url": "https://littleagentclub.com/use-cases#rabbit-sample-notes",
      "agentIds": [
        "rabbit-os3"
      ],
      "checkedOn": "2026-10-22",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. A working chosen model route is needed; its limits and charges apply. No computer pairing or private files are needed.",
      "sources": [
        {
          "label": "Official context and research examples",
          "url": "https://www.rabbit.tech/",
          "kind": "guide",
          "agentIds": [
            "rabbit-os3"
          ]
        }
      ]
    },
    {
      "id": "every-team-notes",
      "title": "Turn sample team notes into a handoff",
      "description": "Separate decisions, open questions and owners in a fictional project note.",
      "url": "https://littleagentclub.com/use-cases#every-team-notes",
      "agentIds": [
        "every-agent"
      ],
      "checkedOn": "2026-10-22",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested prompt, not a tested result. Needs approved Slack setup and available credits or paid access. Use fictional notes; do not connect private tools for this sample.",
      "sources": [
        {
          "label": "Official team-workflow examples",
          "url": "https://every.to/agent",
          "kind": "guide",
          "agentIds": [
            "every-agent"
          ]
        }
      ]
    },
    {
      "id": "claude-duet-morning-brief",
      "title": "Start the day with a short brief",
      "description": "Anthropic describes a morning summary of important items across connected apps, followed by messages when something needs attention.",
      "url": "https://littleagentclub.com/use-cases#claude-duet-morning-brief",
      "agentIds": [
        "claude-duet"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Provider example",
      "evidenceKind": "official-example",
      "listedInLibrary": false,
      "limitation": "An Anthropic example, not our hands-on result. Requires research-preview access, suitable connected accounts and permissions. Background work consumes shared Claude usage.",
      "sources": [
        {
          "label": "Anthropic launch examples · checked 21 Oct 2026",
          "url": "https://claude.com/resources/articles/claude-duet",
          "kind": "official-example",
          "agentIds": [
            "claude-duet"
          ]
        }
      ]
    },
    {
      "id": "claude-duet-meeting-prep",
      "title": "Prepare for a meeting and spot a conflict",
      "description": "Anthropic’s tester account describes a client brief and a warning that a meeting was too close to a flight. Check the calendar before approving a change.",
      "url": "https://littleagentclub.com/use-cases#claude-duet-meeting-prep",
      "agentIds": [
        "claude-duet"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Provider example",
      "evidenceKind": "official-example",
      "listedInLibrary": true,
      "limitation": "An Anthropic example, not our hands-on result. Requires research-preview access, suitable connected accounts and permissions. Background work consumes shared Claude usage.",
      "sources": [
        {
          "label": "Anthropic launch examples · checked 21 Oct 2026",
          "url": "https://claude.com/resources/articles/claude-duet",
          "kind": "official-example",
          "agentIds": [
            "claude-duet"
          ]
        }
      ]
    },
    {
      "id": "claude-duet-inbox",
      "title": "Find missed messages and draft replies",
      "description": "Review missed Gmail or Slack messages and prepare responses. Sending needs your approval.",
      "url": "https://littleagentclub.com/use-cases#claude-duet-inbox",
      "agentIds": [
        "claude-duet"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Provider example",
      "evidenceKind": "official-example",
      "listedInLibrary": false,
      "limitation": "An Anthropic example, not our hands-on result. Requires research-preview access, suitable connected accounts and permissions. Background work consumes shared Claude usage.",
      "sources": [
        {
          "label": "Anthropic launch examples · checked 21 Oct 2026",
          "url": "https://claude.com/resources/articles/claude-duet",
          "kind": "official-example",
          "agentIds": [
            "claude-duet"
          ]
        }
      ]
    },
    {
      "id": "claude-duet-invoices",
      "title": "Check unpaid invoices and draft reminders",
      "description": "Use connected QuickBooks or Stripe records to prepare reminders. Verify balances, customers and recipients.",
      "url": "https://littleagentclub.com/use-cases#claude-duet-invoices",
      "agentIds": [
        "claude-duet"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Provider example",
      "evidenceKind": "official-example",
      "listedInLibrary": false,
      "limitation": "An Anthropic example, not our hands-on result. Requires research-preview access, suitable connected accounts and permissions. Background work consumes shared Claude usage.",
      "sources": [
        {
          "label": "Anthropic launch examples · checked 21 Oct 2026",
          "url": "https://claude.com/resources/articles/claude-duet",
          "kind": "official-example",
          "agentIds": [
            "claude-duet"
          ]
        }
      ]
    },
    {
      "id": "claude-duet-payroll",
      "title": "Prepare a payroll run",
      "description": "Anthropic names Gusto for preparing hours, bonuses and reimbursements. Check every figure and approve consequential steps.",
      "url": "https://littleagentclub.com/use-cases#claude-duet-payroll",
      "agentIds": [
        "claude-duet"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Provider example",
      "evidenceKind": "official-example",
      "listedInLibrary": false,
      "limitation": "An Anthropic example, not our hands-on result. Requires research-preview access, suitable connected accounts and permissions. Background work consumes shared Claude usage.",
      "sources": [
        {
          "label": "Anthropic launch examples · checked 21 Oct 2026",
          "url": "https://claude.com/resources/articles/claude-duet",
          "kind": "official-example",
          "agentIds": [
            "claude-duet"
          ]
        }
      ]
    },
    {
      "id": "claude-duet-agreements",
      "title": "Prepare an agreement for review",
      "description": "Prepare agreements and route them for review and signature through Docusign. Review the document and recipients.",
      "url": "https://littleagentclub.com/use-cases#claude-duet-agreements",
      "agentIds": [
        "claude-duet"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Provider example",
      "evidenceKind": "official-example",
      "listedInLibrary": false,
      "limitation": "An Anthropic example, not our hands-on result. Requires research-preview access, suitable connected accounts and permissions. Background work consumes shared Claude usage.",
      "sources": [
        {
          "label": "Anthropic launch examples · checked 21 Oct 2026",
          "url": "https://claude.com/resources/articles/claude-duet",
          "kind": "official-example",
          "agentIds": [
            "claude-duet"
          ]
        }
      ]
    },
    {
      "id": "claude-duet-sales-follow-up",
      "title": "Draft a customer follow-up",
      "description": "Use HubSpot contact and deal history to prepare an email. Check the context before approving sending.",
      "url": "https://littleagentclub.com/use-cases#claude-duet-sales-follow-up",
      "agentIds": [
        "claude-duet"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Provider example",
      "evidenceKind": "official-example",
      "listedInLibrary": false,
      "limitation": "An Anthropic example, not our hands-on result. Requires research-preview access, suitable connected accounts and permissions. Background work consumes shared Claude usage.",
      "sources": [
        {
          "label": "Anthropic launch examples · checked 21 Oct 2026",
          "url": "https://claude.com/resources/articles/claude-duet",
          "kind": "official-example",
          "agentIds": [
            "claude-duet"
          ]
        }
      ]
    },
    {
      "id": "claude-duet-campaign",
      "title": "Turn a launch into a campaign",
      "description": "Anthropic describes creating a social campaign in Canva. Review the copy and assets before publication.",
      "url": "https://littleagentclub.com/use-cases#claude-duet-campaign",
      "agentIds": [
        "claude-duet"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Provider example",
      "evidenceKind": "official-example",
      "listedInLibrary": false,
      "limitation": "An Anthropic example, not our hands-on result. Requires research-preview access, suitable connected accounts and permissions. Background work consumes shared Claude usage.",
      "sources": [
        {
          "label": "Anthropic launch examples · checked 21 Oct 2026",
          "url": "https://claude.com/resources/articles/claude-duet",
          "kind": "official-example",
          "agentIds": [
            "claude-duet"
          ]
        }
      ]
    },
    {
      "id": "claude-duet-prototype",
      "title": "Build a dashboard or web-app prototype",
      "description": "Hand off a dashboard, forecast or prototype. Anthropic’s team describes using Duet on its own product. Check sources, calculations and code.",
      "url": "https://littleagentclub.com/use-cases#claude-duet-prototype",
      "agentIds": [
        "claude-duet"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Provider example",
      "evidenceKind": "official-example",
      "listedInLibrary": false,
      "limitation": "An Anthropic example, not our hands-on result. Requires research-preview access, suitable connected accounts and permissions. Background work consumes shared Claude usage.",
      "sources": [
        {
          "label": "Anthropic launch examples · checked 21 Oct 2026",
          "url": "https://claude.com/resources/articles/claude-duet",
          "kind": "official-example",
          "agentIds": [
            "claude-duet"
          ]
        }
      ]
    },
    {
      "id": "claude-duet-store",
      "title": "Work on a Shopify store",
      "description": "Anthropic describes store setup, design and management. Its richer visual storefront editor is coming soon.",
      "url": "https://littleagentclub.com/use-cases#claude-duet-store",
      "agentIds": [
        "claude-duet"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Provider example",
      "evidenceKind": "official-example",
      "listedInLibrary": false,
      "limitation": "An Anthropic example, not our hands-on result. Requires research-preview access, suitable connected accounts and permissions. Background work consumes shared Claude usage.",
      "sources": [
        {
          "label": "Anthropic launch examples · checked 21 Oct 2026",
          "url": "https://claude.com/resources/articles/claude-duet",
          "kind": "official-example",
          "agentIds": [
            "claude-duet"
          ]
        }
      ]
    },
    {
      "id": "letta-sample-work-note",
      "title": "Turn sample notes into a short brief",
      "description": "Try a harmless draft before connecting files or accounts.",
      "url": "https://littleagentclub.com/use-cases#letta-sample-work-note",
      "agentIds": [
        "letta"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested Letta result. Do not use private email or depend on unverified Free sandbox access.",
      "sources": [
        {
          "label": "Provider setup and memory guide",
          "url": "https://docs.letta.com/quickstart",
          "kind": "guide",
          "agentIds": [
            "letta"
          ]
        }
      ]
    },
    {
      "id": "gumloop-small-morning-brief",
      "title": "Make a morning brief from sample notes",
      "description": "Separate what needs a decision from what is only useful to know.",
      "url": "https://littleagentclub.com/use-cases#gumloop-small-morning-brief",
      "agentIds": [
        "gumloop"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested outcome. Use existing eligible access and harmless text before connecting an inbox or enabling background work. Trial and usage charges still apply.",
      "sources": [
        {
          "label": "Gumball morning briefs",
          "url": "https://docs.gumloop.com/core-concepts/gumball",
          "kind": "guide",
          "agentIds": [
            "gumloop"
          ]
        }
      ]
    },
    {
      "id": "mistral-vibe-check-a-brief",
      "title": "Make a brief from three sample notes",
      "description": "Check a small draft before connecting work accounts.",
      "url": "https://littleagentclub.com/use-cases#mistral-vibe-check-a-brief",
      "agentIds": [
        "mistral-vibe"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested Vibe result. Check current access and allowance. No account connection is needed for the supplied sample.",
      "sources": [
        {
          "label": "Provider Work draft and summary guide",
          "url": "https://docs.mistral.ai/vibe/work/get-started",
          "kind": "guide",
          "agentIds": [
            "mistral-vibe"
          ]
        }
      ]
    },
    {
      "id": "veeza-check-package",
      "title": "Check what a visa package includes",
      "description": "Ask about the service scope before uploading personal documents.",
      "url": "https://littleagentclub.com/use-cases#veeza-check-package",
      "agentIds": [
        "veeza"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first question, not a tested result or visa advice. Confirm your eligibility with the relevant official authority. Do not send passport numbers, login codes or payment details to the voice assistant.",
      "sources": [
        {
          "label": "Official package and FAQ",
          "url": "https://www.veeza.ai/en",
          "kind": "guide",
          "agentIds": [
            "veeza"
          ]
        }
      ]
    },
    {
      "id": "qwen-app-check-small-draft",
      "title": "Improve a small sample note",
      "description": "Try a simple writing task before connecting services or buying a plan.",
      "url": "https://littleagentclub.com/use-cases#qwen-app-check-small-draft",
      "agentIds": [
        "qwen-app"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. Check account access and available free use. No personal account connection or purchase is needed for this sample.",
      "sources": [
        {
          "label": "Current provider writing and Work features",
          "url": "https://apps.apple.com/cn/app/id6466733523",
          "kind": "guide",
          "agentIds": [
            "qwen-app"
          ]
        }
      ]
    },
    {
      "id": "friend-fictional-club-chat",
      "title": "Try a short guessing game",
      "description": "Use a fictional drawing club as a simple conversation setting.",
      "url": "https://littleagentclub.com/use-cases#friend-fictional-club-chat",
      "agentIds": [
        "friend"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first check, not our own test. Device and eligible app access are required. Do not record people or private conversations for this exercise.",
      "sources": [
        {
          "label": "Current conversation examples",
          "url": "https://friend.com/?page=shop",
          "kind": "official-example",
          "agentIds": [
            "friend"
          ]
        }
      ]
    },
    {
      "id": "martin-first-task",
      "title": "Try one reminder",
      "description": "One reminder you can check for the right date and time.",
      "url": "https://littleagentclub.com/use-cases#martin-first-task",
      "agentIds": [
        "martin"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. Check access, permissions and costs.",
      "sources": [
        {
          "label": "Provider feature information",
          "url": "https://www.trymartin.com/",
          "kind": "guide",
          "agentIds": [
            "martin"
          ]
        }
      ]
    },
    {
      "id": "granola-first-task",
      "title": "Check a short meeting summary",
      "description": "A short summary with decisions you can check.",
      "url": "https://littleagentclub.com/use-cases#granola-first-task",
      "agentIds": [
        "granola"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. Check access, permissions and costs.",
      "sources": [
        {
          "label": "Provider feature information",
          "url": "https://www.granola.ai/",
          "kind": "guide",
          "agentIds": [
            "granola"
          ]
        }
      ]
    },
    {
      "id": "superhuman-mail-first-task",
      "title": "Prepare one email reply",
      "description": "A reply draft you can check before sending.",
      "url": "https://littleagentclub.com/use-cases#superhuman-mail-first-task",
      "agentIds": [
        "superhuman-mail"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": true,
      "limitation": "Our suggested first task, not a tested result. Check access, permissions and costs.",
      "sources": [
        {
          "label": "Provider feature information",
          "url": "https://superhuman.com/mail",
          "kind": "guide",
          "agentIds": [
            "superhuman-mail"
          ]
        }
      ]
    },
    {
      "id": "sesame-check-weekend-ideas",
      "title": "Talk through a weekend plan",
      "description": "Turn a short conversation into a plan you can check.",
      "url": "https://littleagentclub.com/use-cases#sesame-check-weekend-ideas",
      "agentIds": [
        "sesame"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested task, not a tested result. Check country access, limits and source information.",
      "sources": [
        {
          "label": "Provider feature guide",
          "url": "https://www.sesame.com/journal/getting-started",
          "kind": "guide",
          "agentIds": [
            "sesame"
          ]
        }
      ]
    },
    {
      "id": "tasklet-draft-workflow",
      "title": "Plan a small weekly routine",
      "description": "Turn a repeated job into clear steps before connecting accounts.",
      "url": "https://littleagentclub.com/use-cases#tasklet-draft-workflow",
      "agentIds": [
        "tasklet"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested outcome. Check credits and permissions before enabling an automation.",
      "sources": [
        {
          "label": "Provider setup guide",
          "url": "https://tasklet.ai/learn/guide",
          "kind": "guide",
          "agentIds": [
            "tasklet"
          ]
        }
      ]
    },
    {
      "id": "neon-compare-public-pages",
      "title": "Compare two public pages",
      "description": "Ask for a short comparison with links back to each source.",
      "url": "https://littleagentclub.com/use-cases#neon-compare-public-pages",
      "agentIds": [
        "opera-neon"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested test, not an observed result. Basic Neon Chat can compare open pages on the free plan. The separate Research agents require paid Standard. Stay with harmless public material.",
      "sources": [
        {
          "label": "Provider browser guide",
          "url": "https://www.operaneon.com/faq",
          "kind": "guide",
          "agentIds": [
            "opera-neon"
          ]
        }
      ]
    },
    {
      "id": "pi-language-practice",
      "title": "Practise a short conversation",
      "description": "Try a small language exercise and check one correction.",
      "url": "https://littleagentclub.com/use-cases#pi-language-practice",
      "agentIds": [
        "pi"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested learning outcome. Corrections can be wrong.",
      "sources": [
        {
          "label": "Provider language practice guide",
          "url": "https://help.pi.ai/en/articles/17340739-learn-with-pi-faq",
          "kind": "guide",
          "agentIds": [
            "pi"
          ]
        }
      ]
    },
    {
      "id": "agent-zero-review-sample-draft",
      "title": "Improve a harmless draft",
      "description": "Try one short editing task before enabling more tools.",
      "url": "https://littleagentclub.com/use-cases#agent-zero-review-sample-draft",
      "agentIds": [
        "agent-zero"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested test, not a tested result. Model charges can apply. No valuable files or connected accounts needed.",
      "sources": [
        {
          "label": "Provider writing example",
          "url": "https://www.agent-zero.ai/p/use-cases/writing/",
          "kind": "guide",
          "agentIds": [
            "agent-zero"
          ]
        }
      ]
    },
    {
      "id": "polar-compare-public-pages",
      "title": "Compare three public product pages",
      "description": "Read a small set of pages and check the differences.",
      "url": "https://littleagentclub.com/use-cases#polar-compare-public-pages",
      "agentIds": [
        "polar"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. Browser work spends credits. Do not use accounts or allow purchases for this check.",
      "sources": [
        {
          "label": "Provider research examples",
          "url": "https://polarbrowser.com/",
          "kind": "official-example",
          "agentIds": [
            "polar"
          ]
        }
      ]
    },
    {
      "id": "nomi-short-fictional-scene",
      "title": "Write a small scene together",
      "description": "Give a character a harmless setting and shape the next part of the story.",
      "url": "https://littleagentclub.com/use-cases#nomi-short-fictional-scene",
      "agentIds": [
        "nomi"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested task, not a tested result. The interview is a provider-published personal account, not a benchmark. Free and paid limits vary.",
      "sources": [
        {
          "label": "Provider-published roleplay interview",
          "url": "https://nomi.ai/spotlight/how-ai-roleplaying-became-a-two-year-adventure/",
          "kind": "community-example",
          "agentIds": [
            "nomi"
          ]
        }
      ]
    },
    {
      "id": "kindroid-practise-fictional-dialogue",
      "title": "Practise a short fictional dialogue",
      "description": "Give a character a simple role and take turns in a harmless scene.",
      "url": "https://littleagentclub.com/use-cases#kindroid-practise-fictional-dialogue",
      "agentIds": [
        "kindroid"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. Preview messages are finite. Roleplay and memory can go off track.",
      "sources": [
        {
          "label": "Provider character and conversation guide",
          "url": "https://kindroid.ai/",
          "kind": "official-example",
          "agentIds": [
            "kindroid"
          ]
        }
      ]
    },
    {
      "id": "tolan-small-gift-plan",
      "title": "Plan a small fictional gift",
      "description": "Turn a few preferences into a short list you can review.",
      "url": "https://littleagentclub.com/use-cases#tolan-small-gift-plan",
      "agentIds": [
        "tolan"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. A planning Tab needs Plus or Unlimited. Search may be incomplete; buying and booking are unsupported.",
      "sources": [
        {
          "label": "Official planning Tabs guide",
          "url": "https://intercom.help/portola/en/articles/17508615-getting-started-with-tabs",
          "kind": "guide",
          "agentIds": [
            "tolan"
          ]
        }
      ]
    },
    {
      "id": "replika-fictional-hobby-chat",
      "title": "Talk about a fictional hobby club",
      "description": "Try a short conversation about an interest without using personal details.",
      "url": "https://littleagentclub.com/use-cases#replika-fictional-hobby-chat",
      "agentIds": [
        "replika"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested test, not a tested result. Free Use has limits; voice may need paid access. Replies can contain invented details.",
      "sources": [
        {
          "label": "Official conversation and interest examples",
          "url": "https://replika.com/",
          "kind": "official-example",
          "agentIds": [
            "replika"
          ]
        }
      ]
    },
    {
      "id": "reclaim-first-task",
      "title": "Protect one focus session",
      "description": "A calendar block you can check against your existing plans.",
      "url": "https://littleagentclub.com/use-cases#reclaim-first-task",
      "agentIds": [
        "reclaim"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature information",
          "url": "https://reclaim.ai/",
          "kind": "guide",
          "agentIds": [
            "reclaim"
          ]
        }
      ]
    },
    {
      "id": "shortwave-first-task",
      "title": "Draft one short reply",
      "description": "An email draft you can check before sending.",
      "url": "https://littleagentclub.com/use-cases#shortwave-first-task",
      "agentIds": [
        "shortwave"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature information",
          "url": "https://www.shortwave.com/",
          "kind": "guide",
          "agentIds": [
            "shortwave"
          ]
        }
      ]
    },
    {
      "id": "sai-first-task",
      "title": "Organize a few sample files",
      "description": "A small file-organizing proposal you can inspect.",
      "url": "https://littleagentclub.com/use-cases#sai-first-task",
      "agentIds": [
        "sai"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature information",
          "url": "https://www.sai.work/",
          "kind": "guide",
          "agentIds": [
            "sai"
          ]
        }
      ]
    },
    {
      "id": "motion-first-task",
      "title": "Plan two small tasks",
      "description": "A daily plan you can compare with your actual available time.",
      "url": "https://littleagentclub.com/use-cases#motion-first-task",
      "agentIds": [
        "motion"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature information",
          "url": "https://www.usemotion.com/",
          "kind": "guide",
          "agentIds": [
            "motion"
          ]
        }
      ]
    },
    {
      "id": "fyxer-first-task",
      "title": "Check one meeting summary",
      "description": "A summary with actions you can check against the meeting.",
      "url": "https://littleagentclub.com/use-cases#fyxer-first-task",
      "agentIds": [
        "fyxer"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested result. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature information",
          "url": "https://www.fyxer.com/",
          "kind": "guide",
          "agentIds": [
            "fyxer"
          ]
        }
      ]
    },
    {
      "id": "comet-compare-pages",
      "title": "Compare two public pages",
      "description": "A comparison you can check against the original pages.",
      "url": "https://littleagentclub.com/use-cases#comet-compare-pages",
      "agentIds": [
        "comet"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested outcome. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature documentation",
          "url": "https://www.perplexity.ai/comet",
          "kind": "guide",
          "agentIds": [
            "comet"
          ]
        }
      ]
    },
    {
      "id": "wabi-shared-trip",
      "title": "Draft a shared trip plan",
      "description": "A draft plan everyone can review together.",
      "url": "https://littleagentclub.com/use-cases#wabi-shared-trip",
      "agentIds": [
        "wabi"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": true,
      "limitation": "Our suggested first task, not a tested outcome. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature documentation",
          "url": "https://wabi.ai/",
          "kind": "guide",
          "agentIds": [
            "wabi"
          ]
        }
      ]
    },
    {
      "id": "genspark-research-brief",
      "title": "Make a short research brief",
      "description": "A short brief with sources you can open and check.",
      "url": "https://littleagentclub.com/use-cases#genspark-research-brief",
      "agentIds": [
        "genspark"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested outcome. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature documentation",
          "url": "https://www.genspark.ai/helpcenter/super-agent",
          "kind": "guide",
          "agentIds": [
            "genspark"
          ]
        }
      ]
    },
    {
      "id": "kimi-document-outline",
      "title": "Turn notes into a clear outline",
      "description": "An outline you can compare with the supplied notes.",
      "url": "https://littleagentclub.com/use-cases#kimi-document-outline",
      "agentIds": [
        "kimi"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested outcome. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature documentation",
          "url": "https://www.kimi.com/en/help/deep-research/deep-research-faq",
          "kind": "guide",
          "agentIds": [
            "kimi"
          ]
        }
      ]
    },
    {
      "id": "alexa-plus-family-list",
      "title": "Plan one simple family meal",
      "description": "A meal plan and shopping list you can check before using.",
      "url": "https://littleagentclub.com/use-cases#alexa-plus-family-list",
      "agentIds": [
        "alexa-plus"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested outcome. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature documentation",
          "url": "https://www.amazon.com/AlexaPlus",
          "kind": "guide",
          "agentIds": [
            "alexa-plus"
          ]
        }
      ]
    },
    {
      "id": "zo-computer-file-summary",
      "title": "Summarize one sample file",
      "description": "A summary and checklist you can compare with the sample file.",
      "url": "https://littleagentclub.com/use-cases#zo-computer-file-summary",
      "agentIds": [
        "zo-computer"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested outcome. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature documentation",
          "url": "https://www.zo.computer/",
          "kind": "guide",
          "agentIds": [
            "zo-computer"
          ]
        }
      ]
    },
    {
      "id": "notion-agent-meeting-notes",
      "title": "Organize one page of meeting notes",
      "description": "A draft you can check against the original meeting notes.",
      "url": "https://littleagentclub.com/use-cases#notion-agent-meeting-notes",
      "agentIds": [
        "notion-agent"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested outcome. Check access, permissions and usage costs.",
      "sources": [
        {
          "label": "Provider feature documentation",
          "url": "https://www.notion.com/",
          "kind": "guide",
          "agentIds": [
            "notion-agent"
          ]
        }
      ]
    },
    {
      "id": "lindy-meeting-brief",
      "title": "Prepare for one meeting",
      "description": "Ask for a short brief from one connected calendar event and related email.",
      "url": "https://littleagentclub.com/use-cases#lindy-meeting-brief",
      "agentIds": [
        "lindy"
      ],
      "checkedOn": "2026-10-19",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": true,
      "limitation": "Our suggested first task, not a tested outcome. Check permissions, feature access and usage costs.",
      "sources": [
        {
          "label": "Official product documentation",
          "url": "https://www.lindy.ai/hire/executive-assistant",
          "kind": "guide",
          "agentIds": [
            "lindy"
          ]
        }
      ]
    },
    {
      "id": "ohai-school-schedule",
      "title": "Turn one school schedule into a plan",
      "description": "Send a small school schedule and check the dates and reminders it finds.",
      "url": "https://littleagentclub.com/use-cases#ohai-school-schedule",
      "agentIds": [
        "ohai"
      ],
      "checkedOn": "2026-10-19",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": true,
      "limitation": "Our suggested first task, not a tested outcome. Check permissions, feature access and usage costs.",
      "sources": [
        {
          "label": "Official product documentation",
          "url": "https://www.ohai.ai/how-it-works/",
          "kind": "guide",
          "agentIds": [
            "ohai"
          ]
        }
      ]
    },
    {
      "id": "goose-explain-folder",
      "title": "Understand a small project folder",
      "description": "Ask Goose to explain a few files before giving it an editing task.",
      "url": "https://littleagentclub.com/use-cases#goose-explain-folder",
      "agentIds": [
        "goose"
      ],
      "checkedOn": "2026-10-19",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested first task, not a tested outcome. Check permissions, feature access and usage costs.",
      "sources": [
        {
          "label": "Official product documentation",
          "url": "https://github.com/aaif-goose/goose",
          "kind": "guide",
          "agentIds": [
            "goose"
          ]
        }
      ]
    },
    {
      "id": "computer-source-comparison",
      "title": "Compare three options in one brief",
      "description": "Give Computer three public product or venue pages and ask for a comparison with dated source links.",
      "url": "https://littleagentclub.com/use-cases#computer-source-comparison",
      "agentIds": [
        "perplexity-computer"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": true,
      "limitation": "Our suggested task, not a tested outcome. Computer requires eligible paid access and task usage may consume credits.",
      "sources": [
        {
          "label": "Perplexity · Computer research",
          "url": "https://www.perplexity.ai/products/computer",
          "kind": "guide",
          "agentIds": [
            "perplexity-computer"
          ]
        }
      ]
    },
    {
      "id": "computer-research-brief",
      "title": "Refresh a research brief",
      "description": "Ask Computer to compare an existing brief with a small set of current public sources and show what changed.",
      "url": "https://littleagentclub.com/use-cases#computer-research-brief",
      "agentIds": [
        "perplexity-computer"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": true,
      "limitation": "An untested starter suggestion. A one-off refresh does not create a recurring workflow; scheduling and ongoing usage are separate choices.",
      "sources": [
        {
          "label": "Perplexity · research and deliverables",
          "url": "https://www.perplexity.ai/products/computer",
          "kind": "guide",
          "agentIds": [
            "perplexity-computer"
          ]
        }
      ]
    },
    {
      "id": "manus-research-options",
      "title": "Compare three options with sources",
      "description": "Give Manus a question and a few public source links, then ask for a comparison you can check.",
      "url": "https://littleagentclub.com/use-cases#manus-research-options",
      "agentIds": [
        "manus"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": true,
      "limitation": "Our suggested first task, not a reported test. Check each source and current price. Research tasks consume plan allowance or credits.",
      "sources": [
        {
          "label": "Manus · Wide Research",
          "url": "https://manus.im/features/wide-research",
          "kind": "guide",
          "agentIds": [
            "manus"
          ]
        }
      ]
    },
    {
      "id": "manus-studio-video",
      "title": "Make a short video in Studio",
      "description": "Start with a small brief and material you can use, then review and refine a video project in Manus Studio.",
      "url": "https://littleagentclub.com/use-cases#manus-studio-video",
      "agentIds": [
        "manus"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": false,
      "limitation": "Our suggested task, not a tested result. Check video access and credits first. Use material you have permission to use; review generated claims, music and visuals before sharing.",
      "sources": [
        {
          "label": "Manus · video workflow",
          "url": "https://manus.im/features/video",
          "kind": "guide",
          "agentIds": [
            "manus"
          ]
        },
        {
          "label": "Manus · Studio timeline",
          "url": "https://manus.im/blog/introducing-manus-2-0",
          "kind": "guide",
          "agentIds": [
            "manus"
          ]
        }
      ]
    },
    {
      "id": "poke-inbox-replies",
      "title": "Get a hand with your inbox",
      "description": "Ask Poke to find an email or help with a reply, right from your messages. Connect Gmail or Outlook first.",
      "url": "https://littleagentclub.com/use-cases#poke-inbox-replies",
      "agentIds": [
        "poke"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Guide",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Poke supports Gmail and Outlook, not iCloud Mail or Yahoo Mail. Check the requested permissions and review replies before sending. Background automations need a paid plan.",
      "sources": [
        {
          "label": "Poke · supported email apps",
          "url": "https://poke.com/faq",
          "kind": "guide",
          "agentIds": [
            "poke"
          ]
        }
      ]
    },
    {
      "id": "gemini-research-plan",
      "title": "Research a question with a plan",
      "description": "Ask Gemini Deep Research to investigate a topic, inspect its proposed plan, then review the source-linked report before you use it.",
      "url": "https://littleagentclub.com/use-cases#gemini-research-plan",
      "agentIds": [
        "gemini"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Guide",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Requires a signed-in account. Daily research limits apply, and connected Gmail or Drive sources require a separate connection.",
      "sources": [
        {
          "label": "Google · Deep Research in Gemini",
          "url": "https://support.google.com/gemini/answer/15719111?hl=en",
          "kind": "guide",
          "agentIds": [
            "gemini"
          ]
        }
      ]
    },
    {
      "id": "microsoft-copilot-draft",
      "title": "Get a first draft from a question",
      "description": "Use free Microsoft Copilot chat to explore an idea and draft a short message, then edit it yourself before sending.",
      "url": "https://littleagentclub.com/use-cases#microsoft-copilot-draft",
      "agentIds": [
        "microsoft-copilot"
      ],
      "checkedOn": "2026-10-15",
      "evidence": "Guide",
      "evidenceKind": null,
      "listedInLibrary": false,
      "limitation": "Free chat is separate from Copilot inside Microsoft 365 apps and from Cowork task access.",
      "sources": [
        {
          "label": "Microsoft · free Copilot chat",
          "url": "https://support.microsoft.com/en-us/microsoft-365-copilot/what-s-the-difference-between-microsoft-copilot-free-and-copilot-in-microsoft-365",
          "kind": "guide",
          "agentIds": [
            "microsoft-copilot"
          ]
        }
      ]
    },
    {
      "id": "mausbot-morning-brief",
      "title": "Start the day with one brief",
      "description": "MausBot’s example brings email, calendar and team messages into a morning brief, highlighting what changed and what needs your attention.",
      "url": "https://littleagentclub.com/use-cases#mausbot-morning-brief",
      "agentIds": [
        "mausbot"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "A provider example, not our test. Needs connected Gmail, Google Calendar and Slack, plus a running host. Model and service fees may apply.",
      "sources": [
        {
          "label": "MausBot · Chief of Staff example",
          "url": "https://mausbot.com/",
          "kind": "official-example",
          "agentIds": [
            "mausbot"
          ]
        }
      ]
    },
    {
      "id": "poke-calendar-chat",
      "title": "Check your calendar from a chat",
      "description": "Message Poke in WhatsApp or Apple Messages to check your availability and schedule a meeting in your connected calendar.",
      "url": "https://littleagentclub.com/use-cases#poke-calendar-chat",
      "agentIds": [
        "poke"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Guide",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Connect a supported Google or Outlook calendar first. Free usage is limited; background automations require a paid plan.",
      "sources": [
        {
          "label": "Poke · getting started",
          "url": "https://poke.com/docs",
          "kind": "guide",
          "agentIds": [
            "poke"
          ]
        }
      ]
    },
    {
      "id": "muse-inbox",
      "title": "Find the emails that need you",
      "description": "According to Meta, Muse can flag emails that need a response and prepare drafts. Connect your inbox and ask for a shortlist to review.",
      "url": "https://littleagentclub.com/use-cases#muse-inbox",
      "agentIds": [
        "muse"
      ],
      "checkedOn": "2026-10-22",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Requires adult Muse access in the US or Canada and an email connection. This task prepares drafts; it does not send them. Check read, draft and send permissions separately, and review recipients and wording before approval.",
      "sources": [
        {
          "label": "Meta · Muse for Small Business",
          "url": "https://about.fb.com/news/2026/09/introducing-muse-small-business/",
          "kind": "official-example",
          "agentIds": [
            "muse"
          ]
        },
        {
          "label": "Meta · Muse actions and approvals",
          "url": "https://about.fb.com/news/2026/09/introducing-muse-personal-ai-agent/",
          "kind": "official-example",
          "agentIds": [
            "muse"
          ]
        },
        {
          "label": "Meta · Q3 2026 earnings call (21 Oct)",
          "url": "https://s21.q4cdn.com/399680738/files/content_files/META-Q3-2026-Earnings-Call-Transcript.pdf",
          "kind": "guide",
          "agentIds": [
            "muse"
          ]
        }
      ]
    },
    {
      "id": "muse-shopping",
      "title": "Get a shopping order ready",
      "description": "According to Meta, Muse can shop on your behalf and asks before a purchase. Start with a short list and a budget, then review the basket.",
      "url": "https://littleagentclub.com/use-cases#muse-shopping",
      "agentIds": [
        "muse"
      ],
      "checkedOn": "2026-10-22",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Requires adult Muse access in the US or Canada, a supported shop and approved payment access. Preparing a basket is assistance; buying needs your approval. Review items, delivery and the full cost before paying.",
      "sources": [
        {
          "label": "Meta · Muse actions and approvals",
          "url": "https://about.fb.com/news/2026/09/introducing-muse-personal-ai-agent/",
          "kind": "official-example",
          "agentIds": [
            "muse"
          ]
        },
        {
          "label": "Meta · Q3 2026 earnings call (21 Oct)",
          "url": "https://s21.q4cdn.com/399680738/files/content_files/META-Q3-2026-Earnings-Call-Transcript.pdf",
          "kind": "guide",
          "agentIds": [
            "muse"
          ]
        }
      ]
    },
    {
      "id": "muse-campaign-review",
      "title": "Review a campaign before publishing",
      "description": "According to Meta, Muse can analyze ad and content performance and draft a campaign using connected business tools.",
      "url": "https://littleagentclub.com/use-cases#muse-campaign-review",
      "agentIds": [
        "muse"
      ],
      "checkedOn": "2026-10-22",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": false,
      "limitation": "Requires adult Muse access in the US or Canada and permission for the relevant business accounts. This is analysis and drafting. Review claims, audience and budget; nothing should publish, send or spend without approval.",
      "sources": [
        {
          "label": "Meta · Muse for Small Business",
          "url": "https://about.fb.com/news/2026/09/introducing-muse-small-business/",
          "kind": "official-example",
          "agentIds": [
            "muse"
          ]
        },
        {
          "label": "Meta · Q3 2026 earnings call (21 Oct)",
          "url": "https://s21.q4cdn.com/399680738/files/content_files/META-Q3-2026-Earnings-Call-Transcript.pdf",
          "kind": "guide",
          "agentIds": [
            "muse"
          ]
        }
      ]
    },
    {
      "id": "muse-project-files",
      "title": "Bring order to a project folder",
      "description": "Muse describes labeling and organizing files in connected cloud storage and on a Mac.",
      "url": "https://littleagentclub.com/use-cases#muse-project-files",
      "agentIds": [
        "muse"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Requires storage or Mac access. Review the plan before moving files.",
      "sources": [
        {
          "label": "Meta · Muse file organization",
          "url": "https://ai.meta.com/muse/productivity/",
          "kind": "official-example",
          "agentIds": [
            "muse"
          ]
        }
      ]
    },
    {
      "id": "grok-bot-inbox",
      "title": "Give your bot an inbox of its own",
      "description": "Receive messages at a Grok Bot email address, ask it to prepare replies and approve outgoing mail on a draft card.",
      "url": "https://littleagentclub.com/use-cases#grok-bot-inbox",
      "agentIds": [
        "grok"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Guide",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "One shared agent address per account. An incoming email only starts work through a routine you create. Press Send on every outgoing draft, including routine replies. Your existing Gmail is a separate connection.",
      "sources": [
        {
          "label": "Cursor · agent email rules",
          "url": "https://cursor.com/help/grok-bot/agent-email",
          "kind": "guide",
          "agentIds": [
            "grok"
          ]
        }
      ]
    },
    {
      "id": "grok-x-research",
      "title": "Follow a conversation on X",
      "description": "Ask Grok Bot to find public posts about a topic, check account mentions and see who shared a post before you draw a conclusion.",
      "url": "https://littleagentclub.com/use-cases#grok-x-research",
      "agentIds": [
        "grok"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Guide",
      "evidenceKind": null,
      "listedInLibrary": false,
      "limitation": "Public search does not require a connected X account. Private account data does, and search is not a complete count of a conversation.",
      "sources": [
        {
          "label": "xAI · public X search",
          "url": "https://docs.x.ai/grok-bot/computer-and-apps",
          "kind": "guide",
          "agentIds": [
            "grok"
          ]
        }
      ]
    },
    {
      "id": "grok-expense-summary",
      "title": "Make sense of your receipts",
      "description": "Ask Grok Bot to group expenses and flag missing receipt details for you to check.",
      "url": "https://littleagentclub.com/use-cases#grok-expense-summary",
      "agentIds": [
        "grok"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Check the figures against your records before using the summary.",
      "sources": [
        {
          "label": "Grok Bot · expense example",
          "url": "https://docs.x.ai/grok-bot/use-cases#expense-manager",
          "kind": "official-example",
          "agentIds": [
            "grok"
          ]
        }
      ]
    },
    {
      "id": "grok-tomorrow-checklist",
      "title": "Get ready for tomorrow",
      "description": "Turn your agenda and notes into a short checklist of meetings and decisions.",
      "url": "https://littleagentclub.com/use-cases#grok-tomorrow-checklist",
      "agentIds": [
        "grok"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Confirm meeting details. Set up a routine only after checking a first brief.",
      "sources": [
        {
          "label": "Grok Bot · daily brief example",
          "url": "https://docs.x.ai/grok-bot/use-cases#chief-of-staff",
          "kind": "official-example",
          "agentIds": [
            "grok"
          ]
        }
      ]
    },
    {
      "id": "muse-saved-inspiration",
      "title": "Put saved workout ideas to use",
      "description": "Connect Instagram and ask Muse to turn your saved fitness posts into a personal plan, instead of leaving them in a folder.",
      "url": "https://littleagentclub.com/use-cases#muse-saved-inspiration",
      "agentIds": [
        "muse"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": false,
      "limitation": "Requires eligible Muse access in the US or Canada, age 18+, and a connected Instagram account. Saved posts do not establish broad search across Instagram, Threads or Facebook.",
      "sources": [
        {
          "label": "Meta · Muse fitness examples",
          "url": "https://ai.meta.com/muse/fitness/",
          "kind": "official-example",
          "agentIds": [
            "muse"
          ]
        }
      ]
    },
    {
      "id": "dots-living-presentation",
      "title": "Keep a presentation up to date",
      "description": "Share a deck, new figures and product feedback; ask dots to flag changes and prepare revised slides.",
      "url": "https://littleagentclub.com/use-cases#dots-living-presentation",
      "agentIds": [
        "dots"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Requires eligible dots access, connected source material and an explicit follow-up instruction. Personal Pro excludes the EEA, UK and Switzerland; workspace rollout and admin rules differ.",
      "sources": [
        {
          "label": "OpenAI · example projects for dots",
          "url": "https://help.openai.com/en/articles/20001530-getting-started-with-your-dot",
          "kind": "official-example",
          "agentIds": [
            "dots"
          ]
        }
      ]
    },
    {
      "id": "dots-interview-content",
      "title": "Turn an interview into content",
      "description": "Share an interview transcript with dots to draft show notes and social captions, then refine them before publishing.",
      "url": "https://littleagentclub.com/use-cases#dots-interview-content",
      "agentIds": [
        "dots"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Requires dots access. Review quotes and attribution before publishing.",
      "sources": [
        {
          "label": "OpenAI · ways to work with dots",
          "url": "https://learn.chatgpt.com/docs/dots",
          "kind": "official-example",
          "agentIds": [
            "dots"
          ]
        }
      ]
    },
    {
      "id": "hark-restaurant",
      "title": "Find a table for dinner",
      "description": "Give Hark your restaurant preferences and let Handoff work through a booking site. Hark demonstrates this with OpenTable and Resy.",
      "url": "https://littleagentclub.com/use-cases#hark-restaurant",
      "agentIds": [
        "hark"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "This is a provider demonstration. Connect the calendar if you want availability checked. Booking-site access and suitable tables are required; approve the exact date, time and party size before booking.",
      "sources": [
        {
          "label": "Hark · reservation demonstration",
          "url": "https://hark.com/articles/introducing-hark-handoff",
          "kind": "official-example",
          "agentIds": [
            "hark"
          ]
        }
      ]
    },
    {
      "id": "cue-event-team",
      "title": "Plan an event with a little team",
      "description": "In a Cue group chat, give one agent venue research, another a shortlist and a third the presentation. You make the final choice.",
      "url": "https://littleagentclub.com/use-cases#cue-event-team",
      "agentIds": [
        "cue"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "This is teamwork inside Cue, not a connection between the brands on this site. Check current early-access requirements with Cue.",
      "sources": [
        {
          "label": "Manus · Cue venue-planning example",
          "url": "https://manus.im/blog/introducing-manus-2-0",
          "kind": "official-example",
          "agentIds": [
            "cue"
          ]
        }
      ]
    },
    {
      "id": "cue-booking-email",
      "title": "Find the details in a booking email",
      "description": "Cue’s travel examples include finding a hotel confirmation in Gmail and pulling out the details you need for the trip.",
      "url": "https://littleagentclub.com/use-cases#cue-booking-email",
      "agentIds": [
        "cue"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Needs your connected Gmail account. Check deadlines against the original email before acting.",
      "sources": [
        {
          "label": "Cue · travel and Gmail examples",
          "url": "https://cue.im/#examples-heading",
          "kind": "official-example",
          "agentIds": [
            "cue"
          ]
        }
      ]
    },
    {
      "id": "instinct-groceries",
      "title": "Prepare a grocery order",
      "description": "Instinct advertises grocery shopping. Give it a short list and budget, ask it to check stock and delivery, and review the basket before approving a purchase.",
      "url": "https://littleagentclub.com/use-cases#instinct-groceries",
      "agentIds": [
        "instinct"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Provider example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "A provider example, not our own test. Needs Instinct access and a supported merchant and delivery address. Swedish service coverage and account pricing are unconfirmed.",
      "sources": [
        {
          "label": "Instinct · advertised errands",
          "url": "https://instinct.com/",
          "kind": "official-example",
          "agentIds": [
            "instinct"
          ]
        }
      ]
    },
    {
      "id": "muse-school-calendar",
      "title": "Turn school emails into a family plan",
      "description": "Ask Muse to find the past week’s school emails, collect dates and things to bring, and propose calendar entries linked to the original messages.",
      "url": "https://littleagentclub.com/use-cases#muse-school-calendar",
      "agentIds": [
        "muse"
      ],
      "checkedOn": "2026-10-22",
      "evidence": "Suggested task · not tested",
      "evidenceKind": "proposed-test",
      "listedInLibrary": true,
      "limitation": "Suggested test, not a reported result. Requires adult Muse access in the US or Canada, connected email and a calendar with the right permissions. A proposed plan does not update your calendar. Check dates and time zones before approving each event.",
      "sources": [
        {
          "label": "Meta · Q3 2026 earnings call (21 Oct)",
          "url": "https://s21.q4cdn.com/399680738/files/content_files/META-Q3-2026-Earnings-Call-Transcript.pdf",
          "kind": "guide",
          "agentIds": [
            "muse"
          ]
        },
        {
          "label": "Meta · Muse actions and approvals",
          "url": "https://about.fb.com/news/2026/09/introducing-muse-personal-ai-agent/",
          "kind": "official-example",
          "agentIds": [
            "muse"
          ]
        },
        {
          "label": "Meta · Muse app permissions",
          "url": "https://www.meta.com/help/artificial-intelligence/1687253048996149/",
          "kind": "guide",
          "agentIds": [
            "muse"
          ]
        },
        {
          "label": "Meta · approvals",
          "url": "https://www.meta.com/help/artificial-intelligence/1385290430137537/",
          "kind": "guide",
          "agentIds": [
            "muse"
          ]
        }
      ]
    },
    {
      "id": "hermes-weekly-briefing",
      "title": "Get a weekly news briefing",
      "description": "Schedule Hermes to gather news and repository updates, condense them into a short report and send the source links to Telegram.",
      "url": "https://littleagentclub.com/use-cases#hermes-weekly-briefing",
      "agentIds": [
        "hermes"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Guide",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Needs a running Hermes setup, web tools and a connected delivery channel. Model and tool usage may cost extra.",
      "sources": [
        {
          "label": "Hermes · weekly report tutorial",
          "url": "https://hermes-agent.nousresearch.com/docs/guides/automate-with-cron",
          "kind": "guide",
          "agentIds": [
            "hermes"
          ]
        }
      ]
    },
    {
      "id": "hermes-writing-preferences",
      "title": "Keep your preferred writing format",
      "description": "GIGAZINE tested teaching Hermes to put a summary before the details, then asking it to use that format in a new chat.",
      "url": "https://littleagentclub.com/use-cases#hermes-writing-preferences",
      "agentIds": [
        "hermes"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Community example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "The reviewer had to correct failed saves and updates. Check that a preference was actually saved.",
      "sources": [
        {
          "label": "GIGAZINE · hands-on memory test",
          "url": "https://gigazine.net/gsc_news/en/20260909-hermes-agent-memory/",
          "kind": "community-example",
          "agentIds": [
            "hermes"
          ]
        },
        {
          "label": "Hermes · how saved memory works",
          "url": "https://hermes-agent.nousresearch.com/docs/user-guide/features/memory",
          "kind": "guide",
          "agentIds": [
            "hermes"
          ]
        }
      ]
    },
    {
      "id": "hermes-voice-notes",
      "title": "Turn a messy voice note into next steps",
      "description": "Film-company owner u/chrisaumen describes a Hermes profile that sorts voice notes into projects and calendar items.",
      "url": "https://littleagentclub.com/use-cases#hermes-voice-notes",
      "agentIds": [
        "hermes"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Community example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "A custom setup reported by its owner. Voice input and calendar access need separate configuration; we have not reproduced it.",
      "sources": [
        {
          "label": "u/chrisaumen · film-company setup on Reddit",
          "url": "https://www.reddit.com/r/hermesagent/comments/1v9vpo1/my_hermes_agent_setup_for_running_the_office_side/",
          "kind": "community-example",
          "agentIds": [
            "hermes"
          ]
        }
      ]
    },
    {
      "id": "hermes-meal-planning",
      "title": "Decide what to cook with what you have",
      "description": "The community Meal Manager plugin suggests meals from your recipes and available ingredients, then builds a shopping list.",
      "url": "https://littleagentclub.com/use-cases#hermes-meal-planning",
      "agentIds": [
        "hermes"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Community example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "A separate community plugin that we have not tested. Confirm the recipe ingredients and suggestions yourself.",
      "sources": [
        {
          "label": "sergiparpal · Meal Manager community plugin",
          "url": "https://github.com/sergiparpal/meal-manager",
          "kind": "community-example",
          "agentIds": [
            "hermes"
          ]
        }
      ]
    },
    {
      "id": "openclaw-website",
      "title": "Rebuild a website from a chat",
      "description": "Developer Dave Kiss reports rebuilding his personal website and moving its posts from Notion to Astro through Telegram.",
      "url": "https://littleagentclub.com/use-cases#openclaw-website",
      "agentIds": [
        "openclaw"
      ],
      "checkedOn": "2026-10-15",
      "evidence": "Community example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "A community build with configured tools and hosting access. We have not independently reproduced it.",
      "sources": [
        {
          "label": "Dave Kiss · build featured by OpenClaw",
          "url": "https://openclaw.ai/showcase",
          "kind": "community-example",
          "agentIds": [
            "openclaw"
          ]
        }
      ]
    },
    {
      "id": "openclaw-reddit-digest",
      "title": "Make a daily Reddit reading list",
      "description": "A community recipe gathers posts from chosen subreddits into a daily digest, using your feedback to refine the next selection.",
      "url": "https://littleagentclub.com/use-cases#openclaw-reddit-digest",
      "agentIds": [
        "openclaw"
      ],
      "checkedOn": "2026-10-15",
      "evidence": "Community example",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Requires a community skill and a running OpenClaw setup. The recipe reads posts; it does not post or vote.",
      "sources": [
        {
          "label": "hesamsheikh · daily Reddit digest recipe",
          "url": "https://github.com/hesamsheikh/awesome-openclaw-usecases/blob/main/usecases/daily-reddit-digest.md",
          "kind": "community-example",
          "agentIds": [
            "openclaw"
          ]
        }
      ]
    },
    {
      "id": "work-notes-deck",
      "title": "Turn your notes into a short presentation",
      "description": "Give Work a few notes and ask for a concise deck with sources and open questions. Review the file and ask for focused revisions.",
      "url": "https://littleagentclub.com/use-cases#work-notes-deck",
      "agentIds": [
        "chatgpt-work"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Guide",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Check every source reference and slide before sharing. Connected tools are optional for this uploaded-file task.",
      "sources": [
        {
          "label": "OpenAI · Work guide",
          "url": "https://learn.chatgpt.com/docs/get-started-with-work",
          "kind": "guide",
          "agentIds": [
            "chatgpt-work"
          ]
        }
      ]
    },
    {
      "id": "work-meeting-brief",
      "title": "Prepare one meeting brief",
      "description": "Bring the relevant notes into Work and ask for a brief that separates decisions from questions.",
      "url": "https://littleagentclub.com/use-cases#work-meeting-brief",
      "agentIds": [
        "chatgpt-work"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Guide",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Notes can be incomplete. Missing owners or dates should stay unresolved until you check them.",
      "sources": [
        {
          "label": "OpenAI · Chat, Work and Codex",
          "url": "https://learn.chatgpt.com/docs/use-chatgpt",
          "kind": "guide",
          "agentIds": [
            "chatgpt-work"
          ]
        }
      ]
    },
    {
      "id": "claude-vendor-compare",
      "title": "Compare a few proposals",
      "description": "Ask Claude to read your source documents and put comparable terms into a table. Keep missing facts visible before deciding.",
      "url": "https://littleagentclub.com/use-cases#claude-vendor-compare",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Guide",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "Prices can use different billing periods or currencies. Check the original proposal and exclusions before deciding.",
      "sources": [
        {
          "label": "Anthropic · Claude guide",
          "url": "https://support.claude.com/en/articles/13345190-get-started-with-claude-cowork",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "claude-notes-summary",
      "title": "Find the themes in your notes",
      "description": "Give Claude a small set of notes and ask for themes backed by the original passages, then check the interpretation yourself.",
      "url": "https://littleagentclub.com/use-cases#claude-notes-summary",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-17",
      "evidence": "Guide",
      "evidenceKind": null,
      "listedInLibrary": true,
      "limitation": "A summary can miss context. Check supporting passages and keep disagreements visible.",
      "sources": [
        {
          "label": "Anthropic · Claude and Cowork",
          "url": "https://support.claude.com/en/articles/16761823-claude-cowork-and-chat-are-one-claude",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-inbox-next-actions",
      "title": "Get a short list of emails that need your attention.",
      "description": "Anyone who puts off opening a busy inbox.",
      "url": "https://littleagentclub.com/use-cases#everyday-inbox-next-actions",
      "agentIds": [
        "shortwave"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": true,
      "limitation": "An important message can look like a promotion. Review the list before moving anything. You need a supported Gmail account.",
      "sources": [
        {
          "label": "Shortwave · provider description",
          "url": "https://www.shortwave.com/",
          "kind": "guide",
          "agentIds": [
            "shortwave"
          ]
        }
      ]
    },
    {
      "id": "everyday-reply-without-overthinking",
      "title": "Have a polite reply ready to edit before you send it.",
      "description": "People who spend too long wording everyday emails.",
      "url": "https://littleagentclub.com/use-cases#everyday-reply-without-overthinking",
      "agentIds": [
        "shortwave"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": true,
      "limitation": "A draft can promise something you never agreed to. Check names, dates and commitments before sending. A supported Gmail account is needed.",
      "sources": [
        {
          "label": "Shortwave · provider description",
          "url": "https://www.shortwave.com/",
          "kind": "guide",
          "agentIds": [
            "shortwave"
          ]
        }
      ]
    },
    {
      "id": "everyday-make-room-for-a-routine",
      "title": "Put a regular walk into the gaps in your calendar.",
      "description": "People whose small routines disappear when meetings move.",
      "url": "https://littleagentclub.com/use-cases#everyday-make-room-for-a-routine",
      "agentIds": [
        "reclaim"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": true,
      "limitation": "Calendar blocks can move. Check the scheduled time yourself; this is not a guarantee that a reminder will reach you.",
      "sources": [
        {
          "label": "Reclaim · provider description",
          "url": "https://reclaim.ai/features/habits",
          "kind": "guide",
          "agentIds": [
            "reclaim"
          ]
        }
      ]
    },
    {
      "id": "everyday-a-week-with-breathing-room",
      "title": "Turn a jumble of commitments into a manageable weekly draft.",
      "description": "Anyone juggling work, home and a growing to-do list.",
      "url": "https://littleagentclub.com/use-cases#everyday-a-week-with-breathing-room",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": true,
      "limitation": "A chat draft does not update your calendar. Add the agreed times yourself and check travel time.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-dinners-from-what-is-left",
      "title": "Get dinner ideas and a shopping list that use what you already have.",
      "description": "Households tired of deciding what to cook.",
      "url": "https://littleagentclub.com/use-cases#everyday-dinners-from-what-is-left",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": true,
      "limitation": "Check ingredients and allergy labels yourself. The list does not check stock, order groceries or guarantee a budget.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-compare-the-real-shopping-cost",
      "title": "See which supplied shopping offer fits your needs and total cost.",
      "description": "Shoppers comparing confusing pack sizes and delivery charges.",
      "url": "https://littleagentclub.com/use-cases#everyday-compare-the-real-shopping-cost",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Offers may expire or depend on location. This compares the details you supply; confirm the final total at the shop.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-a-trip-plan-you-can-adjust",
      "title": "Build a relaxed trip outline around the things you enjoy.",
      "description": "Travellers who want a starting plan before booking.",
      "url": "https://littleagentclub.com/use-cases#everyday-a-trip-plan-you-can-adjust",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": true,
      "limitation": "Suggested places or journey times can be wrong. Verify opening hours, fares and availability before booking anything.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-find-the-point-of-a-document",
      "title": "Pull the main points and open questions from a long document.",
      "description": "People faced with a dense club notice or household guide.",
      "url": "https://littleagentclub.com/use-cases#everyday-find-the-point-of-a-document",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "A summary can miss an exception. Compare important points with the original and remove private details before pasting.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-share-the-household-list",
      "title": "Make a household checklist that is easy to divide up.",
      "description": "Housemates or families keeping chores in their heads.",
      "url": "https://littleagentclub.com/use-cases#everyday-share-the-household-list",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "The plan only knows what you tell it. Agree responsibilities with everyone and put the list somewhere shared yourself.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-be-ready-to-book-a-service",
      "title": "Prepare the questions and message for a salon appointment.",
      "description": "People unsure what to ask before choosing a service.",
      "url": "https://littleagentclub.com/use-cases#everyday-be-ready-to-book-a-service",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "This prepares a message. It does not contact the salon or reserve a slot. Confirm the service and price directly.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-get-ready-for-a-form",
      "title": "Work out what you need before starting a household form.",
      "description": "Anyone putting off a club registration or service application.",
      "url": "https://littleagentclub.com/use-cases#everyday-get-ready-for-a-form",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "A field can be misunderstood. Check the form instructions yourself. Keep identity numbers out of chat and enter the final answers on the form yourself.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-receipts-you-can-find-again",
      "title": "Make a receipt list so a household purchase is easier to find later.",
      "description": "People hunting for proof of purchase when something breaks.",
      "url": "https://littleagentclub.com/use-cases#everyday-receipts-you-can-find-again",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": true,
      "limitation": "Dates and totals can be misread. Compare the list with each receipt and keep the originals. This does not move or store your files.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-explain-a-fault-to-the-shop",
      "title": "Draft a clear message asking a shop to help with a faulty item.",
      "description": "Shoppers unsure how to describe a problem without a long complaint.",
      "url": "https://littleagentclub.com/use-cases#everyday-explain-a-fault-to-the-shop",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "The draft can overstate the fault or your rights. Check every claim before sending. A refund is up to the shop and the rules that apply.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-a-return-without-missed-steps",
      "title": "Turn a shop return policy into a packing and drop-off checklist.",
      "description": "People with an unwanted purchase still waiting by the door.",
      "url": "https://littleagentclub.com/use-cases#everyday-a-return-without-missed-steps",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": true,
      "limitation": "Exceptions and deadlines can be missed. Confirm eligibility and any fees with the shop. You still request the return and arrange delivery or collection.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-gifts-that-fit-the-person",
      "title": "Get a thoughtful gift shortlist before browsing the shops.",
      "description": "Anyone stuck choosing for someone who seems to have everything.",
      "url": "https://littleagentclub.com/use-cases#everyday-gifts-that-fit-the-person",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Suggestions can miss the mark. These are ideas, not checked offers. Confirm suitability, price, stock and delivery before buying.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-describe-a-home-repair",
      "title": "Prepare a useful repair enquiry for a local tradesperson.",
      "description": "People who know something needs fixing but struggle to explain it.",
      "url": "https://littleagentclub.com/use-cases#everyday-describe-a-home-repair",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "A description cannot diagnose a fault or confirm a safe repair. Contact a qualified professional for advice. This draft does not find or book anyone.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-choose-your-next-library-book",
      "title": "Narrow a library search to books that suit your interests.",
      "description": "Readers overwhelmed by a long list of catalogue results.",
      "url": "https://littleagentclub.com/use-cases#everyday-choose-your-next-library-book",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "A short description may hide unsuitable content or difficulty. Check the library entry yourself. The chat does not check availability or place holds.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-a-dinner-shortlist-for-the-trip",
      "title": "Make a restaurant shortlist your travel group can agree on.",
      "description": "Travellers balancing different tastes and budgets.",
      "url": "https://littleagentclub.com/use-cases#everyday-a-dinner-shortlist-for-the-trip",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Menus, hours and access details can change. Confirm them directly, especially allergy needs. You save any map pins and make the reservation yourself.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-compare-places-to-stay",
      "title": "See the trade-offs between hotel offers before choosing a room.",
      "description": "Travellers with several hotel tabs open and no clear favourite.",
      "url": "https://littleagentclub.com/use-cases#everyday-compare-places-to-stay",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Room availability and prices can change. Missing fees or a different room type can spoil the comparison. Confirm the full stay and terms on the booking page.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-ask-about-a-rental-extra",
      "title": "Prepare a message to check an extra on a car rental booking.",
      "description": "Travellers who need a child seat or another rental extra confirmed.",
      "url": "https://littleagentclub.com/use-cases#everyday-ask-about-a-rental-extra",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-20",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "The rental company must confirm availability and cost. Check suitability with them. This does not call the company or change your booking.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-school-notices-with-a-next-step",
      "title": "Turn school notices into a dated list of things to do.",
      "description": "Parents juggling homework notices and school events.",
      "url": "https://littleagentclub.com/use-cases#everyday-school-notices-with-a-next-step",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": true,
      "limitation": "A date or class can be mixed up. Check each item against the school notice. You still add reminders yourself; this does not connect to school accounts.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-a-birthday-with-less-rushing",
      "title": "Sketch a birthday outing with room to enjoy each part.",
      "description": "Anyone trying to plan a thoughtful celebration.",
      "url": "https://littleagentclub.com/use-cases#everyday-a-birthday-with-less-rushing",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Suggested timings and costs are only a draft. Check travel, opening times and availability directly. You make the bookings and buy any tickets yourself.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-find-that-saved-recipe",
      "title": "Make saved recipes easier to browse when you want to cook.",
      "description": "People with recipe snippets scattered across their notes.",
      "url": "https://littleagentclub.com/use-cases#everyday-find-that-saved-recipe",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Recipe details can be left out or misread. Keep the originals and check ingredients yourself. This does not open private saved posts or check allergy safety.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-rentals-worth-a-viewing",
      "title": "Compare rental listings before deciding which homes to view.",
      "description": "People choosing between homes with different costs and features.",
      "url": "https://littleagentclub.com/use-cases#everyday-rentals-worth-a-viewing",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Listings can be outdated or misleading. Verify availability, charges and the property yourself. This does not contact landlords, arrange tours or confirm a listing is genuine.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-agree-on-a-film-tonight",
      "title": "Find common ground when everyone wants a different film.",
      "description": "Friends or couples tired of scrolling without choosing.",
      "url": "https://littleagentclub.com/use-cases#everyday-agree-on-a-film-tonight",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "A synopsis may miss upsetting content. Check ratings and content guidance yourself. This does not verify streaming availability, cinema times or ticket prices.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-say-it-in-your-own-voice",
      "title": "Turn rough thoughts into a personal message you feel ready to send.",
      "description": "Anyone struggling to word a thank-you, invitation or change of plan.",
      "url": "https://littleagentclub.com/use-cases#everyday-say-it-in-your-own-voice",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "A draft can sound unlike you or imply a promise. Edit it before sending and leave private conversations out. You send the final message in your usual app.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-know-what-you-agreed-to-do",
      "title": "Pull agreed tasks out of messy meeting notes.",
      "description": "People helping run a club, volunteer group or small project.",
      "url": "https://littleagentclub.com/use-cases#everyday-know-what-you-agreed-to-do",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "A suggestion can be mistaken for an agreement. Confirm owners and deadlines with the group. Use only notes you have permission to share; this does not assign tasks or notify anyone.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-an-application-letter-that-fits",
      "title": "Draft a job application letter around experience you actually have.",
      "description": "Job seekers staring at a blank page beside a job advert.",
      "url": "https://littleagentclub.com/use-cases#everyday-an-application-letter-that-fits",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "A draft can exaggerate experience or miss an application instruction. Check every claim and requirement. You edit and submit it yourself; it cannot promise an interview.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-a-study-plan-you-can-follow",
      "title": "Break a pile of learning material into manageable study sessions.",
      "description": "People studying a new subject around everyday commitments.",
      "url": "https://littleagentclub.com/use-cases#everyday-a-study-plan-you-can-follow",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "The plan can underestimate difficulty or miss a topic. Compare it with your course requirements and adjust as you learn. It is a study aid, not a checked curriculum.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-pick-a-local-event",
      "title": "Find an outing that fits your interests and free evening.",
      "description": "People comparing concerts, talks or community events.",
      "url": "https://littleagentclub.com/use-cases#everyday-pick-a-local-event",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Event details can change or omit access information. Check the venue before buying tickets. You supply the listings; this does not check availability or reserve seats.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-look-back-on-your-week",
      "title": "Turn scattered personal notes into a short weekly reflection.",
      "description": "People who jot things down but rarely look back at them.",
      "url": "https://littleagentclub.com/use-cases#everyday-look-back-on-your-week",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "A summary can give an ordinary moment too much weight. Check that it reflects your experience. You choose which notes to share and save the result yourself.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-practise-for-an-interview",
      "title": "Rehearse interview answers using examples from your own experience.",
      "description": "Job seekers who want practice before speaking to an employer.",
      "url": "https://littleagentclub.com/use-cases#everyday-practise-for-an-interview",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Practice questions may differ from the real interview. Treat feedback as suggestions and check that every example is true. This does not assess your chances of getting the job.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-know-what-to-ask-the-shop",
      "title": "Have a short call checklist before asking a shop about stock.",
      "description": "People who want to avoid a wasted shopping trip.",
      "url": "https://littleagentclub.com/use-cases#everyday-know-what-to-ask-the-shop",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Similar product names can cause confusion and stock can change after a call. Confirm the exact item with the shop. Claude prepares the wording; you make the call.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-a-clear-second-hand-listing",
      "title": "Draft an honest description for something you want to sell.",
      "description": "People putting an unused household item on a second-hand marketplace.",
      "url": "https://littleagentclub.com/use-cases#everyday-a-clear-second-hand-listing",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "The draft can overstate condition or omit a defect. Check it against the item and the marketplace rules. You choose the price, post the listing and handle buyers yourself.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-ask-in-another-language",
      "title": "Prepare a short travel enquiry in another language.",
      "description": "Travellers unsure how to word a simple question to a host.",
      "url": "https://littleagentclub.com/use-cases#everyday-ask-in-another-language",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Translation can change the tone or meaning. Check dates and names, and get help from a fluent speaker if the details matter. You send the message and confirm any arrangement.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://support.claude.com/en/articles/7996845-what-are-some-things-i-can-use-claude-for",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-errands-in-a-sensible-order",
      "title": "Put several errands into an order that fits your day.",
      "description": "People squeezing shop visits and drop-offs around an appointment.",
      "url": "https://littleagentclub.com/use-cases#everyday-errands-in-a-sensible-order",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "A draft can underestimate queues or travel. Check the route and opening hours yourself. This does not provide live directions or change appointments.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-restock-without-guessing",
      "title": "Make a restock checklist for the household basics you keep forgetting.",
      "description": "Households that run out of essentials or buy duplicates.",
      "url": "https://littleagentclub.com/use-cases#everyday-restock-without-guessing",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "Old notes can give a false picture of what is left. Check the cupboard before shopping. This does not track stock in the background or order anything.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-give-your-files-a-home",
      "title": "Plan a simpler folder layout for a messy collection of files.",
      "description": "People who cannot find things in a crowded Downloads folder.",
      "url": "https://littleagentclub.com/use-cases#everyday-give-your-files-a-home",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": true,
      "limitation": "A filename may not describe its contents. Check uncertain files yourself and keep a backup before moving them. This chat only suggests a layout; it does not open or move files.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    },
    {
      "id": "everyday-household-bills-at-a-glance",
      "title": "Bring recurring household bills and renewal dates into one list.",
      "description": "People with bill reminders scattered across emails and notes.",
      "url": "https://littleagentclub.com/use-cases#everyday-household-bills-at-a-glance",
      "agentIds": [
        "claude"
      ],
      "checkedOn": "2026-10-21",
      "evidence": "Club suggestion",
      "evidenceKind": "club-suggestion",
      "listedInLibrary": false,
      "limitation": "An old notice or missing bill can make the list incomplete. Check each entry with the provider. You set reminders yourself; this does not access accounts or pay bills.",
      "sources": [
        {
          "label": "Claude · provider description",
          "url": "https://claude.com/product/overview",
          "kind": "guide",
          "agentIds": [
            "claude"
          ]
        }
      ]
    }
  ],
  "collections": [
    {
      "id": "dots-interview-content",
      "title": "Turn an interview into content",
      "description": "Shape a transcript into show notes and social captions.",
      "topic": "writing",
      "sourceIds": [
        "dots-interview-content"
      ]
    },
    {
      "id": "muse-project-files",
      "title": "Organize a project folder",
      "description": "Give a messy folder a clearer structure and useful names.",
      "topic": "planning",
      "sourceIds": [
        "muse-project-files",
        "everyday-give-your-files-a-home"
      ]
    },
    {
      "id": "grok-expense-summary",
      "title": "Make sense of your receipts",
      "description": "Pull out purchase details and organize your spending.",
      "topic": "home",
      "sourceIds": [
        "grok-expense-summary",
        "everyday-receipts-you-can-find-again"
      ]
    },
    {
      "id": "muse-shopping",
      "title": "Get a shopping order ready",
      "description": "Prepare a basket and check the details before buying.",
      "topic": "shopping",
      "sourceIds": [
        "muse-shopping",
        "instinct-groceries"
      ]
    },
    {
      "id": "hermes-meal-planning",
      "title": "Plan meals for the week",
      "description": "Start with what is in your kitchen and make a shopping list.",
      "topic": "home",
      "sourceIds": [
        "hermes-meal-planning",
        "everyday-dinners-from-what-is-left"
      ]
    },
    {
      "id": "muse-inbox",
      "title": "Find the emails that need you",
      "description": "Pick out the messages that deserve your attention.",
      "topic": "email",
      "sourceIds": [
        "muse-inbox",
        "everyday-inbox-next-actions",
        "cue-booking-email"
      ]
    },
    {
      "id": "poke-inbox-replies",
      "title": "Have a reply ready to review",
      "description": "Get a useful first draft before you press send.",
      "topic": "email",
      "sourceIds": [
        "poke-inbox-replies",
        "everyday-reply-without-overthinking",
        "grok-bot-inbox",
        "superhuman-mail-first-task"
      ]
    },
    {
      "id": "muse-school-calendar",
      "title": "Turn school notices into a family plan",
      "description": "Find the dates and next steps in a busy school schedule.",
      "topic": "planning",
      "sourceIds": [
        "muse-school-calendar",
        "ohai-school-schedule",
        "everyday-school-notices-with-a-next-step"
      ]
    },
    {
      "id": "work-meeting-brief",
      "title": "Get ready for a meeting",
      "description": "Bring the relevant notes, decisions and open questions together.",
      "topic": "planning",
      "sourceIds": [
        "work-meeting-brief",
        "lindy-meeting-brief",
        "claude-duet-meeting-prep"
      ]
    },
    {
      "id": "claude-vendor-compare",
      "title": "Compare a few options",
      "description": "Put the differences and unanswered questions in one place.",
      "topic": "research",
      "sourceIds": [
        "claude-vendor-compare",
        "manus-research-options",
        "computer-source-comparison"
      ]
    },
    {
      "id": "everyday-make-room-for-a-routine",
      "title": "Find room in your calendar",
      "description": "Check your availability and make time for a meeting or routine.",
      "topic": "planning",
      "sourceIds": [
        "everyday-make-room-for-a-routine",
        "poke-calendar-chat"
      ]
    },
    {
      "id": "grok-tomorrow-checklist",
      "title": "Make a plan you can work with",
      "description": "Turn a pile of commitments into a manageable checklist.",
      "topic": "planning",
      "sourceIds": [
        "grok-tomorrow-checklist",
        "everyday-a-week-with-breathing-room"
      ]
    },
    {
      "id": "claude-notes-summary",
      "title": "Find the point of a long document",
      "description": "Pull out the main ideas, with the original material close by.",
      "topic": "research",
      "sourceIds": [
        "claude-notes-summary"
      ]
    },
    {
      "id": "hermes-voice-notes",
      "title": "Turn voice notes into next steps",
      "description": "Give loose thoughts a place in your projects and plans.",
      "topic": "planning",
      "sourceIds": [
        "hermes-voice-notes"
      ]
    },
    {
      "id": "gemini-research-plan",
      "title": "Research a question with sources",
      "description": "Start with a question and get a brief you can check.",
      "topic": "research",
      "sourceIds": [
        "gemini-research-plan",
        "computer-research-brief"
      ]
    },
    {
      "id": "mausbot-morning-brief",
      "title": "Start the day with one brief",
      "description": "Catch up on your inbox, calendar and team messages.",
      "topic": "planning",
      "sourceIds": [
        "mausbot-morning-brief"
      ]
    },
    {
      "id": "hermes-weekly-briefing",
      "title": "Keep up with a topic",
      "description": "Get a regular reading list instead of checking every source.",
      "topic": "research",
      "sourceIds": [
        "hermes-weekly-briefing",
        "openclaw-reddit-digest"
      ]
    },
    {
      "id": "cue-event-team",
      "title": "Plan an event with a little help",
      "description": "Work towards a venue shortlist and a plan you can review.",
      "topic": "planning",
      "sourceIds": [
        "cue-event-team"
      ]
    },
    {
      "id": "hark-restaurant",
      "title": "Find a table for dinner",
      "description": "Give your preferences and review a suitable reservation.",
      "topic": "home",
      "sourceIds": [
        "hark-restaurant"
      ]
    },
    {
      "id": "everyday-a-trip-plan-you-can-adjust",
      "title": "Plan a trip together",
      "description": "Build a relaxed outline before you start booking.",
      "topic": "home",
      "sourceIds": [
        "everyday-a-trip-plan-you-can-adjust",
        "wabi-shared-trip"
      ]
    },
    {
      "id": "work-notes-deck",
      "title": "Make or refresh a presentation",
      "description": "Turn notes into slides, or bring an existing deck up to date.",
      "topic": "create",
      "sourceIds": [
        "work-notes-deck",
        "dots-living-presentation"
      ]
    },
    {
      "id": "hermes-writing-preferences",
      "title": "Keep your preferred writing style",
      "description": "Teach a helper the format you want it to remember.",
      "topic": "writing",
      "sourceIds": [
        "hermes-writing-preferences"
      ]
    },
    {
      "id": "openclaw-website",
      "title": "Rebuild a website from a chat",
      "description": "An attributed example of moving a personal site to a new setup.",
      "topic": "create",
      "sourceIds": [
        "openclaw-website"
      ]
    },
    {
      "id": "everyday-a-return-without-missed-steps",
      "title": "Get a return ready to go",
      "description": "Turn a shop policy into a packing and drop-off checklist.",
      "topic": "home",
      "sourceIds": [
        "everyday-a-return-without-missed-steps"
      ]
    }
  ]
}
