Issues

• Build skill: give the agent the program.json source/studies shape up front (saves a failed check per build)

  HumanStudy-Hub/humanstudy-desktop#91 · Filter by author assassin808 opened on Nov 8, 2026

• audit: serve the stub model from the parent process so the probe transcript can't be forged

  HumanStudy-Hub/humanstudy-desktop#70 · Filter by author assassin808 opened on Nov 3, 2026

• Sandbox follow-up: simulations run package code with the user's key

  HumanStudy-Hub/humanstudy-desktop#63 · Filter by author assassin808 opened on Nov 3, 2026

• Build skill: package validity (no leaked task knowledge, memory design), signed effects, n, verbatim source

  HumanStudy-Hub/humanstudy-desktop#61 · Filter by author assassin808 opened on Nov 3, 2026
  1

• Audit 1: fix verbatim mislabels and stale files in published community studies

  HumanStudy-Hub/humanstudy-desktop#57 · Filter by author assassin808 opened on Nov 2, 2026
  2

• Extraction: transcribe result tables cell by cell, not only headline statistics

  HumanStudy-Hub/humanstudy-desktop#56 · Filter by author assassin808 opened on Nov 2, 2026
  2

• Schema 2: each paper as one typed graph, with a core vocabulary that grows by extensions

  HumanStudy-Hub/humanstudy-desktop#51 · Filter by author assassin808 opened on Oct 31, 2026

• Pipeline audit book: a rubric for finding problems, and every fixed bug becomes a check

  HumanStudy-Hub/humanstudy-desktop#47 · Filter by author assassin808 opened on Oct 28, 2026
  1

• Study tools: input/output contract, capability declaration, fallbacks, and refining procedures and tools with the agent

  HumanStudy-Hub/humanstudy-desktop#45 · Filter by author assassin808 opened on Oct 28, 2026
  2

• Select-to-explain on the source paper (Moonlight-style)

  HumanStudy-Hub/humanstudy-desktop#43 · Filter by author assassin808 opened on Oct 27, 2026

• Agent handles all merging: users never do git (ideas from Anthropic's Scion)

  HumanStudy-Hub/humanstudy-desktop#38 · Filter by author assassin808 opened on Oct 23, 2026

• Unify research-data collection across desktop, web, and headless

  HumanStudy-Hub/humanstudy-desktop#27 · Filter by author assassin808 opened on Oct 22, 2026
  3

• Explore Paper2Agent and bring useful ideas into HumanStudy

  HumanStudy-Hub/humanstudy-desktop#14 · Filter by author assassin808 opened on Oct 22, 2026