ledger 10

DSH (DeepSeek Harness) plugin for investment decisions: evidence-gated research, a forced bull/bear debate, Python-settled outcomes the model cannot grade, and the Decision Mind tab that pins every real trade to its plan and T+1 verdict

Transparent, auditable token accounting for DeepSeek Harness: a restart-safe ledger over the durable session log, a CLI that recomputes it from raw logs and diffs the result, and a bill — by workspace, session, model or provider, exportable as CSV or JSON

Conversational bookkeeping plugin for DeepSeek Harness: record expenses/income by chat, query the ledger, run reports, export CSV/HTML, and track monthly budgets.

Report-and-ledger plugin for DSH: front-matter 汇报 as the first-class agent-to-agent interaction primitive, with upward/downward delivery, co-authorship, CC, and a complete transfer-path audit trail; plus a conversation timeline tab.

Evidence-chain and conformance checks for any deliverable inside DeepSeek Harness: turn a requirements document (competition rules, journal guidelines, acceptance criteria, tender documents) into an executable spec and grade the deliverable against it; tr

DSH Web 侧边栏助手：⌘⇧K 弹出未读与待决策总览，⌘⇧J / ⌘⇧I 顺序定位未读与等待处理；另带六项会话状态读数（运行中 / 未读 / 待处理 / 闲置 / 未归档 / 已归档）与 host 半边的跨重启会话账本——上次中途退出的会话，重启后依然未读，账本里的未读在会话行上继续显示绿色小标。

Independent team coordination, dynamic routing, usage ledger, and Web panel for DeepSeek Harness

DSH 右侧栏的记账本：记一笔（金额/分类/备注）、本月支出收入结余、按分类统计；数据全在本地，Agent 也能读写（ledger_panel 工具）。

Local-life toolkit for DeepSeek Harness agents: budgets, bill splitting, unit-price comparison with spec normalization, stacked discounts, unit conversions (jin/li/chi, C/F), expense-ledger summaries, loan amortization, recipe costing, and trip checklists

DSH web plugin: right-sidebar tab showing SDD task progress (todos) and ledger (progress.md) for the current session.