Plugins

Automatic session retrospective: after a conversation wraps up, distills useful experience into reusable skills stored in the skill library for the model to call, with signal-accelerated triggers, manual runs, an approval mode, and skill-library governance (archive/restore, never deletes directly).

DeepSeek Harness rate-limiting plugin that prevents API 429 errors during long-running tasks, with task retrospectives.

Cross-session memory as plain Markdown per workspace: weighted injection, bi-temporal invalidation, TTL review with stale markers, credential redaction, error and session retrospectives, SOP skills, and approval-gated self-improvement proposals.

See how you have been using AI: `/session-insights` reviews your DSH sessions over time, shows what worked, which problems kept coming back, and what results were actually produced, then creates a retrospective report on your machine.

Retrospective agent-session evaluation for DeepSeek Harness: deterministic grade cards from persisted session logs, cross-session regression diffs, era comparison — no benchmark runs, no LLM judges.