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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | DuckDB | dsh-better-sidebar | dsh-task-board |
|---|---|---|---|
| Platforms | Universal | DeepSeek Harness | DeepSeek Harness |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | Apache-2.0 |
| Stars | 42454 | 4478 | 9384 |
| Last activity | September 28, 2026 | September 23, 2026 | — |
| Install complexity | سهل — حزمة Python أو ملف CLI تنفيذي واحد | سهل / Easy | Intermediate |
| Category | Database | Code Review, Git, Workflow, UI | Multi-Agent, Workflow |
| Best use | Best for an analyst, developer, or small team that needs to inspect and join large data files and rerun analysis locally. It adds reviewable SQL without database-server setup. It is not a multi-user transactional database for many small concurrent writes from separate processes. | Best for a developer using DeepSeek Harness who wants session files, changes, and parallel jobs visible beside the conversation. It adds session-specific context and separates Side Chat questions from the main flow. It is not a standalone full IDE and requires a compatible DSH release. | Best for a developer or small team using DSH for recurring or connected work and wanting task state and execution evidence in one record. It pins the project, agent preset, and permission, then runs manually or through Host cron with a human gate for elevated access. It is not a fit for a frequently sleeping machine or unreviewed sensitive automation. |