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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | dsh-context | dsh-session-archive | Miller |
|---|---|---|---|
| Platforms | DeepSeek Harness | DeepSeek Harness | Universal, MCP, Claude Code, Codex, Cursor |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | Apache-2.0 | BSD-2-Clause |
| Stars | 3473 | 9384 | 10049 |
| Last activity | — | September 26, 2026 | October 21, 2026 |
| Install complexity | تثبيت إضافة وتشغيل dsh web | Easy | EASY |
| Category | DevOps | Memory, Security, Workflow | Workflow, Data |
| 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. | Use it when DSH sessions pile up and you need to identify old work, archive it first, then safely remove what is no longer needed while protecting running sessions. It fits recurring cleanup and finished projects; do not enable automatic deletion before previewing the policy and checking backups. | Ideal for developers, data analysts, and operators who need to clean a CSV export, inspect JSON Lines, or summarize a large file from the terminal without starting a Python project. Use it for quick, repeatable file processing; concurrent transactions and advanced visual analysis still call for a database or complementary analytics tool. |