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Moclaw | AI Personal Computer
Moclaw | AI Personal Computer

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A task feed should distinguish a reference from a result

When a task library exposes an API, downstream readers can lose qualifications that were obvious on the original page. A title such as “Prepare a school supply cart” can become a capability claim if the consuming application drops the source and evidence label.

I maintain Muse Task Hub, an independent, unofficial guide. Its public feed is at the /api/tasks path on the guide’s domain. The records include taskId, title, summary, category, evidenceType, url, sources, version, contentVersion, publishedAt, modifiedAt and withdrawn. The response envelope includes the snapshot identifier and pagination cursor.

Those fields do different jobs. The task ID identifies a record. The page URL points to the fuller explanation. The source URLs identify the material behind it. The evidence type distinguishes a community report from a product-maker example. Version and modification metadata help a consumer recognize updates. The withdrawn flag should not be discarded merely because an old title remains recognizable.

A reader interface should keep the title, source class and qualification together. It should link to the guide page for context and to the original source for verification. It should never relabel an official example as an independently verified outcome.

The October 10 snapshot contains 279 unique records collected across 14 paginated responses. Four records are labeled official and 275 are user reports. This distribution says something about the collection's provenance. It says nothing about how often an assistant succeeds or which task category is most popular among all users.

For a local consumer, a useful starting point is to filter withdrawn records, show the source class, and make the task-page link available:

import json
from pathlib import Path

snapshot = json.loads(Path("tasks.json").read_text())
for task in snapshot["items"]:
    if task.get("withdrawn"):
        continue
    print(task["title"])
    print("Evidence:", task["evidenceType"])
    print("Context:", task["url"])
    print("Sources:", task["sources"])
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The dated export is available at https://github.com/1021ju/muse-task-hub. It is reference metadata, not a benchmark dataset. The guide has not independently reproduced the examples and is not affiliated with Meta. Third-party source rights remain with their owners; the repository does not assert a blanket license over them.

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