Plugins

Per-answer timing breakdown: splits each reply into model, tool and other time, with first-token, decode and per-tool totals, and keeps a local JSONL ledger. Needs Node 24 or newer in the DSH runtime.

Flight recorder panel for DSH sessions: live monitoring, timeline replay with a tool waterfall and event inspector, per-agent cost attribution, and a cross-session cost overview.

Token usage and cost dashboard: requests, tokens, RPM/TPM over the last 60 minutes, cache hit rate, per-model and per-provider breakdown, a 12-month activity heatmap, and cost estimated from OpenRouter prices. Data stays in a local ledger; no telemetry.

Per-request token ledger for DSH with four-bucket accounting, a 53-week heat map and a live concurrency gauge, plus an on-disk JSONL ledger that outlives the 600-row session projection window and is swept back from every stored session log at startup.

Remote operations for the DSH Web app: manages SSH servers, collects hardware and process metrics, inspects logs with a read-only AI pass, and deploys a Git repo over SSH using git pull --ff-only plus a health check. Credentials are AES-256-GCM encrypted. Linux and macOS hosts; no Windows support.

Per-turn file changes, per-file diffs and deterministic safety verdicts for DSH sessions, plus a preview-first rewind that refuses when the worktree has drifted since the preview.

Agent billing and usage observability for dsh web: session-log direct-scan recording (zstd, per-event timestamps, watermark + lastSeq double dedup), multi-account rate profiles per provider and model, per-window live badge reading the window session id via React fiber, full glassmorphism dashboard with 14-day sparkline, budget alerts, relay-station balance queries and a 332-model official price library.

Live token cost for every chat in the DSH Web UI: the chat, its subagents and the whole session tree, priced from a bundled models.dev snapshot of seven providers and 139 priced models, with cache read and write rates wherever the provider publishes them and DeepSeek from its own peak and off-peak table. Every finished answer carries its own price in the transcript, and a chat that is not currently open is priced from the log instead of disappearing. Spend is costed per interval from an append-only JSONL ledger in the project folder, so logged work keeps the tariff it was billed at. On top of it: budget-aware work plans packed against a money limit, routing scenarios that show which models are worth connecting, a generated plan document in English, Chinese or Russian, and a warning when spend belongs to no plan unit.

Unified observability (trace/log/metric) for deepseek-harness plugins: hooks dsh session telemetry where available, maintains OTel signals where not, and exports via standard OTLP.

Actionable quality diagnostics for DSH agent sessions, with tool-call evidence and next-step recommendations.

Conversation-level multi-agent workbench for editable task planning, real child-session observation, plan-versus-runtime comparison, and evidence-backed recovery previews; tested with DSH 0.1.1-rc.2.

Agent Sidecar as a native DSH plugin: cross-agent monitoring, injection and bypass analysis / 跨 agent 监控、注入与旁路分析

A tiny behavioral mood ring for AI coding agents — folds session behavior (consecutive failures, repeated calls, activity) into a four-state Mood (GOOD / CONFUSED / FRUSTRATED / OVERWHELMED) shown as a low-friction session-header status light.

Cross-agent monitoring board for local AI agent sessions (cursor-ide, claude, codex, copilot, kimi and dsh itself) with session timelines, and message injection behind a default-off two-phase confirmation gate.

DeepSeek-Harness (dsh) plugin that streams sessions, turns, and tool activity to a JARVIS Mission Control board

Langfuse observability for DeepSeek Harness (DSH): per-turn trace trees aggregated by session id, with prompt versioning and evaluation.

Replay real DeepSeek Harness turns against Standard, Minimal, Anchored, or plugin candidates with frozen request-surface evidence

Token usage dashboard, provider balances, and subscription quotas for the dsh web GUI

Exposes bounded Prometheus metrics for DSH sessions, agents, LLM calls, tools, approvals, subagents, and jobs, with a Grafana dashboard and a loopback-only endpoint by default.

Persistent provider-reported token usage totals with per-session, per-model, and daily activity statistics.

Capture every upstream model API payload to JSON (debug & observability).

Request Context Profiler for DeepSeek Harness — see what changed between model requests, and how cache reuse changed with it.

Local-first failure evidence capsules for DeepSeek Harness sessions

Telemetry backend exporting turns, model steps, and tool calls to yiTrace.