AI agent starters · Rank #51

C

ScienceClaw

Grade C: derived only from the two verdicts below. How grades work

ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.

SlowingDeps unknownFree

Why this verdict

How we check →
  • No commits in 90 days; last commit 163 days ago. receipt ↗

Snapshot: commit 3817e56 on master, checked 2026-10-19 06:44 UTC. Receipts link to files at this exact commit.

Check before you commit
  • Manifest not found: package.json
  • No license detected: check terms before commercial use.

What the README says you get

  • Content
    PDF report generationgenerate professional PDF research reports
  • Content
    DOCX document creationCreate and edit Word documents with cover pages, TOC, tables, and charts
  • Content
    PPTX slide decksGenerate and edit PowerPoint slide decks
  • Content
    XLSX spreadsheetsCreate and manipulate Excel spreadsheets, CSV/TSV data processing
  • Email
    Feishu webhook notificationsConfigure Feishu webhook notifications in settings
  • Other
    Docker container isolationruns entirely inside **Docker containers**
  • Other
    Isolated code sandboxAll code execution happens in an **isolated sandbox**
  • Other
    Local workspace storagegenerated data stays in a local `./workspace` directory
  • Other
    Traceable agent workflowvisible and traceable
  • Other
    One-command launchlaunch the entire environment with **a single command**
  • Other
    1,900+ scientific tools1,900+ scientific tools, ready to use
  • Other
    Custom Python toolsUser-defined Python functions, hot-loaded from `Tools/`
  • Other
    Skill systemstructured instruction documents (SKILL.md)
  • Other
    Scheduled tasksSet up recurring or one-time tasks with cron-like scheduling

Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote. A README claim is the maker's description, not something we tested.

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History

Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.

Show as a table
DateMaintenanceDependenciesCommits (90d)
Oct 19, 2026SlowingDeps unknown0
Oct 12, 2026SlowingDeps unknown0
Sep 29, 2026SlowingDeps unknown0

Sources

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