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agent-notes-toolkit

Workflow Updated 2026.09.02

Run the following command in DeepSeek Harness:

dsh plugin install liangminhua/agent-notes-toolkit

Paste the following prompt into your AI chat to install this plugin:

Run dsh plugin install liangminhua/agent-notes-toolkit in DeepSeek Harness to install this plugin, source at https://github.com/liangminhua/agent-notes-toolkit

About this plugin

In multi-agent workflows, decisions tend to live only in chat logs with no structured trace and no repeatable quality check, so CI cannot enforce note standards on agent output. Agent Notes Toolkit packages the "Agent Notes" mechanism as a portable tool: a decision-record tree as the skeleton, six verification gates (lifecycle closure, classification, format, archive, links, paragraph wrap), and a shared engine that powers the local CLI, CI pipelines, and in-session tool calls with the same gate code and the same exit-code contract.

Beyond verification, the toolkit ships a scaffolding CLI that drops rule files into your project in one step, ready-to-use GitHub Actions and GitLab CI workflow definitions, and a self-contained dsh bundle that registers a dedicated AN preset, a notes-verify model tool, and companion skills without requiring a global install.

It is aimed at small-to-medium teams that need auditable, version-controlled decision records across agent sessions and want to enforce note quality as a first-class concern in their CI pipeline, especially engineers already working with dsh or looking to bring agent workflows under version control.

Use Cases

  • Run six structure and format gates on agent-generated notes in CI pipelines
  • Scaffold Agent Notes rule files and CI workflows into a project with one CLI command
  • Inject a verification tool into dsh sessions to check the decision-record tree in real time

Best For

  • Small teams needing auditable decision records across multi-agent collaboration
  • Engineers who want agent workflows under version control and CI enforcement
  • dsh developers seeking unified verification logic across sessions and pipelines