dsh-thunderforge

Building, debugging, and shipping plugins for the DeepSeek Harness usually means hopping between scaffolding tools, environment managers, payload tracers, and conversation replays, with no single toolchain to tie them together. ThunderForge collapses that fragmented workflow into five interlocking engines activated by one plugin install. Scaffold outputs carry built-in smoke tests out of the box; the debugger aligns session logs with captured LLM payloads at millisecond granularity; and the profile engine spins up an isolated dev preset without ever touching your existing configuration.

Each engine covers a distinct stage of the lifecycle. Capture registers a transparent proxy that masks secrets and writes a structured index stream of every LLM payload. Skills layers a four-tier knowledge base on top of an adaptive-expression layer that passively observes the conversation, builds a live profile of the users proficiency and domain gaps, and adjusts response depth on the fly. Scaffold generates dependency-free plugin templates conversationally, emitting debug hooks and smoke assertions in the same pass. Debugger merges the capture index with session logs into a dual-source trajectory waterfall, so root-cause analysis no longer requires re-running the entire session. Profile creates a sandboxed dev preset that keeps the plugin under test fully decoupled from production config. Every output feeds the next engine, forming a closed loop from creation to release.

If you are building DSH plugins from scratch, debugging LLM call chains repeatedly, or establishing a repeatable plugin development baseline for your team, ThunderForge turns every stage into a conversational, traceable, and reversible step.