插件

软件测试全流程技能包：10 个技能覆盖需求分析、测试策略、用例编写与审查、E2E（Playwright）与 API 自动化、探索式测试、回归范围与 Bug 分析，共享知识库提供格式规范、风险模型与 Schema 校验脚本。

为 DeepSeek Harness 提供基于证据的经验学习。

测试稳定性工具：重复运行 vitest/jest/pytest/node:test，识别 flaky 用例，历史留档、隔离清单与健康自检。

Structured test runner tool (test_run): auto-detect Vitest/Jest/pytest/node:test, run tests, parse failure summaries for the model.

ai-code-quality (cq) tools for DeepSeek Harness (dsh): deterministic code-quality pipeline — doctor/scan/triage/baseline/diff/gate/waiver/spec-drift — aggregating ruff, mypy, radon, vulture, pytest-cov, import-linter and DeepSec. Read-only scanning plus a

DSH 测试自动修复：给 agent 一个 run_tests 工具，跑测试并把结构化失败（文件/行号/断言）直接交给它修复。自动识别 pytest / jest / vitest / cargo / go / npm，Windows 中文断言不乱码，同一失败反复出现时自动停止。

DSH plugin: deterministic, offline Python/Django production-report diagnostics — traceback root cause, pytest summaries, unapplied migrations, N+1 SQL, manage.py check --deploy and Celery backlog. Does not execute Python, start subprocesses or touch the n