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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | dsh-context | Backlog.md | DuckDB |
|---|---|---|---|
| Platforms | DeepSeek Harness | Universal, Codex, Claude Code, Cursor | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | MIT | MIT |
| Stars | 3473 | 7131 | 42454 |
| Last activity | — | — | September 28, 2026 |
| Install complexity | تثبيت إضافة وتشغيل dsh web | Easy — npm, Bun, Homebrew, or Nix | سهل — حزمة Python أو ملف CLI تنفيذي واحد |
| Category | DevOps | Multi-Agent, Git, Workflow | Database |
| Best use | For DSH developers diagnosing context growth, tool outputs, and compaction in long sessions. It estimates category composition and does not compact context automatically. | Best for an individual developer or small team using coding agents and wanting to review the specification and plan before code. It keeps tasks, acceptance criteria, and decisions inside the project and exposes them through CLI, a local browser, or MCP. It is not a replacement for a centralized enterprise SaaS board with organization-wide permissions and reporting. | 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. |