DeepJIT

A JIT compiler plugin for deepseek-harness (dsh).

中文文档

DeepJIT watches agent execution traces, mines recurring "hot" workflows, and compiles them with an LLM into reusable skills (markdown) or flows (step templates) — then feeds them back into the running harness, no restart.

traces ──► SQLite ──► hot-path mining ──► LLM compile ──► skills / flows ──► dsh

• Artifacts live under ~/.dsh/deepjit/ and hot-reload into dsh automatically.
• Compilation reuses the session's actual model; flows still pass permission gates.
• JIT never compiles its own tools, so it can't feed on itself.

Install

dsh plugin --profile web add github:fly3366/DeepJIT

Tools

• deepjit_status — list / show / disable / enable / delete compiled artifacts.
• deepjit_flow — replay a compiled flow with {flow, args}.

Develop

npm install && npm test

All knobs (intervals, thresholds, locale, paths) are documented in src/config.ts. See CONTRIBUTING.md, SECURITY.md, AGENTS.md.

License

MIT