Plugins

Session-header Git branch pill: shows the current workspace branch and switches branches from the Web UI.

Session cost estimate in the DSH Web composer dock (tokenUsage × configurable price table, one-click official-price refresh).

DeepTrace — deterministic agent reports from session logs (daily/weekly/monthly/yearly/custom): cost & token breakdown, 8 insight rules, collaboration review, live provider balance, PDF/PNG/HTML export; read-only, never rewrites history.

Agent FinOps / token analytics for DeepSeek Harness: usage collection, time-aware cost engine, cache analysis, and session drill-down

Secondary working directories for a DSH project: the agent keeps the primary workspace as cwd and gains equal read/write/exec permissions on configured secondary directories, configurable from the session header and the new-session page.

DeepSeek Harness IM bridge plugin: route Telegram & WeChat messages into per-peer agent sessions and reply back

DeepSeek Harness plugin: real-time Feishu/Lark notifications when a DSH session pauses for user interaction (permission asks, questions, fatal errors).

DeepSeek Harness plugin for importing Codex App Server conversation history

Per-model token cost tracking with configurable cache-hit/miss, output and peak-window pricing, a live session cost bar, and unconfigured-model flags.

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

Cross-session memory for the model: full-text search all past sessions (SQLite FTS5 via ctx.sessionQuery) and bring the strongest matching excerpts back into the current context.

Advanced memoria tools: session context injection (profile + recall), recent decisions, health report, namespace allowlist, memory relation graph, and entity search; companion to dsh-memoria.

File-backed working memory: memorize/recall key premises verbatim in a session notes file so they survive context compaction losslessly.

Cross-session memory vault: remember / recall / forget tools, per-turn prompt injection, and a settings-page entry browser.

Export the append-only session log as human-readable Markdown or HTML, grouped by trajectory source.

Local-first four-bucket Token observability: persistent session/provider/model/day dashboards, trends, budget and anomaly signals, public-rate estimates, safe aggregate exports, and explicit opt-in usage or session-trajectory analysis.

Export the current session to portable, schema-versioned Markdown and JSON files via the `session_export` tool and slash commands, with cross-platform-safe filenames.

Local, per-session LIFO prompt stash for temporarily setting aside unfinished composer text and safely restoring it later.

Local-first learning mode: cross-session learning threads with per-source explanations.

Detailed model usage and cost analysis, with per-session usage stats and usage queries for GLM, MiniMax, OpenCode Go, DeepSeek and more.

DeepSeek account balance and per-session cost card in the sidebar foot.

Per-turn USD cost badge in the Web UI: session total in the header and per-turn cost in each message footer, with a hover breakdown.

Token usage and estimated spend for the dsh web UI: floating panel with per-model, per-day, and per-session stats.

Per-session and daily API cost, budget with usage %, official balance, history dashboard, and one-click official price sync with peak/off-peak pricing.