Plugins

Conversational Grafana operations: inspect live dashboard data across named sources, then make safe, reviewable dashboard changes with approval and version checks.

Read-only trajectory review in a resizable conversation sidebar, with rule analysis, optional model explanations, evidence navigation, and same-range run comparison.

Offline civil-service exam study panel integrating 16 upstream open-source question banks with SRS wrong-book, mock exams, essay grading, an interactive knowledge graph and whitebox observability, plus a HuaSheng-13 methodology view (25 documents) with BM25 search. The npm package ships no question-bank or corpus data: after install, the question-bank manager clones the required set (about 360 MB, needs git) from the upstream repos (all 16 are about 2.2 GB).

Shows the DeepSeek account balance at the bottom of the sidebar, with a configuration card on the Plugins page.

Behavior-drift reports for DSH sessions: compares two session logs and reports tool-sequence alignment, tool mix, reasoning volume, timing, retries and file targets, with an optional CI threshold gate. Zero dependencies.

DeepSeek Harness session stats dashboard: token usage, cost, composition, ranking and runtime health.

Manage DeepSeek account balance and usage from the DSH web interface.

Conversation Flow observability for DeepSeek Harness swarms, with topology, routed-message inspection, HITL pauses, Live follow, and child-session navigation.

Read-only insight panel for one profile: five views over the same data — config layers, plugin tree, services, tool names and models — each entry showing which layer inserted or disabled it and whether it is running.

Streams DeepSeek Harness sessions, messages, tool activity, and turn outcomes to a JARVIS Mission Control board with task status and human review.

Zero-touch runtime telemetry for DSH: every session auto-writes task, model tier, tools, failures, duration, status into a human-readable journal with a stats section (pure observer — no tools, no LLM calls, no injection).

Shows DeepSeek balance and estimated daily spend, merges external vision-call JSONL records, and adds a per-session dashboard with model statistics, TTFT, cache rate, call logs, cost estimates, filters, and CSV export.

Session execution analytics: steps, tool calls, failures, repeated actions, token usage and verification signals, rendered as text/Markdown/JSON reports.

Reversible context folding plus external memory for DeepSeek Harness: tool output collapses into expandable lines, session facts become auditable records.

Registers a read-only tool that lets a parent agent read what each subagent is actually doing, not just whether it is running: the progress notes the child wrote itself, oldest first, paged backwards by seq, plus how many steps passed since the last look, and a quiet count when five or more steps go by with no new note.

Per-turn tool cost line in the chat stream: after each turn a collapsible row under the reply lists which tools ran, how many times, and how many tokens each tool injected into the context (input plus output), expandable to per-tool detail.

Aborts a DSH reasoning stream that starts repeating itself instead of letting the turn stall: five rules over the streamed reasoning text (periodic unit, repeated block, repeated line above a share floor, 64-gram density, and a long trailing run of punctuation or whitespace), plus a JSONL fire journal, a Web GUI log panel, and opt-in recovery that retries with a corrective message.

Per-model capability profiling for DSH: turns local session history into per-model dashboards of session counts, tool usage, error rates, and top error signatures, with time-range filters and multi-model comparison.

Adds a Graph tab that renders one session's execution as an interactive DAG of turns, LLM steps, tools, skills, subagents, code changes and tests, with live status, retry aggregation, critical path and trajectory linkage.

Explain failed DeepSeek Harness agent runs locally, then produce a redacted recovery plan. No model required.

OpenTelemetry traces backend for the DeepSeek Harness telemetry seam: folds agent session events into OTLP span trees

Langfuse observability for DeepSeek Harness: exports session logs as OpenTelemetry traces (GenAI semantic conventions) to Langfuse's OTLP endpoint

Read-only Automations tab in the conversation view. It aggregates what other plugins are scheduled to run: last run time, next run time and a rough token-cost estimate, plus today's total spend and remaining balance. It owns no tasks and starts nothing.

Message hub for DeepSeek Harness. Collectors for system health, weather, IMAP mail and market events feed configurable severity rules (critical wakes you, warn batches, info is only logged), and the surviving events are handed to the agent. Collectors run in-process, so nothing dies silently in a stray daemon. The weather collector is on by default and sends your IP to ip-api.com over plain HTTP unless a city is configured.