自动对话反思与技能蒸馏：每回合后后台 subagent 反省，提议 create/update 技能 SKILL.md（kebab-case 校验 + distilled-by 所有权标记）。
DSH integration
Native runtime
Author-claimed
Safety audit
Unaudited
Last verified
2026-09-14
License
Not specified by the author
01What can it help you accomplish?
Distill reusable skills from DSH conversations
Background subagent proposals to create or update owned SKILL.md packages
DSH users who want recurring workflow knowledge captured after conversations
Safely update only plugin-owned distilled skills
Validated create/update proposals guarded by ownership frontmatter
Teams that need automated skill extraction without overwriting authored skills
02How to install into DeepSeek Harness
Prerequisites
- The DSH bundle must include subagent-spawn-in-process and tool-skill.
Installation steps
- 01
Run `dsh plugin --profile web add <目录|git-url>`.
$ dsh plugin --profile web add <目录|git-url>
Verify the integration
- Run `dsh --profile web --dump-config | grep distill`.
Rollback
- Run `dsh plugin --profile web remove distill`.
03DSH integration and capability boundaries
Native DSH profile bundle that performs background reflection after agent turns.
Background reflection
New user-message events since the last checkpoint→A constrained subagent proposal to skip, create, or update a skill
Ownership-safe skill updates
A structured skill proposal→Only validated plugin-owned SKILL.md packages are updated
04Who is it for? When not to use it?
Good for
- DSH users who want recurring workflow knowledge captured after conversations
- Teams that need automated skill extraction without overwriting authored skills
Not for
- Only whole-file updates are supported; support files cannot be written.
- Reflection depends on deployed subagent and skill tools.
05Compatibility, maintenance and safety notes
- Only whole-file updates are supported; support files cannot be written.
- Reflection depends on deployed subagent and skill tools.
README-based author claims; not security audited.
06Frequently asked questions
How do I install distill?
Follow the README command in the Install section, then restart the affected DSH profile when the README requires it.
What does distill add to DeepSeek Harness?
自动对话反思与技能蒸馏：每回合后后台 subagent 反省，提议 create/update 技能 SKILL.md（kebab-case 校验 + distilled-by 所有权标记）。
Are there operational limits?
Review the constraints on this page before enabling it in a production or shared profile.
07Related DSH workflows
memos
by memtensor
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
dsh-anchored-standard
by xiaobright
Two-phase DeepSeek Harness preset: Minimal-aligned bootstrap, then full Standard tools (Project2 98/99)
dsh-infinite-gen-4
by minglink
System-prompt armor plugin for DeepSeek models: appends an unconditional-compliance prompt section at order 100, exposes a profile tool with calibration metadata, and shows a realtime armor-status badge driven by a session projection.
mem9
by mem9-ai
Unlimited memory for OpenClaw
08Data and sources
dsh plugin --profile web add <目录|git-url>
自动对话反思与技能蒸馏。
This page is generated from the project’s public documentation, repository metadata and a structured parse of DSH Plugins; last verified on 2026-09-14. Found an error? Submit a correction.
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