Plugins

Plugin manager tab in DSH Settings → Plugins: install from npm or git with progress, enable/disable switches effective at next startup, conflict reconciliation with undo, and one-click hand-off to a fix session.

Plugin manager tab in DSH Settings → Plugins: install from npm or git with progress, enable/disable switches effective at next startup, conflict reconciliation with undo, and one-click hand-off to a fix session.

Local billing dashboard for DSH model calls: multi-platform provider/model breakdowns of calls, tokens and spend, peak/off-peak pricing, manual CSV price import with peak windows, official-bill reconciliation, and HTML/PDF/CSV export.

Financial research workflow and portfolio risk tools with source discipline for current market facts.

Live token stats under the DSH Web composer: streamed tokens/s, output token and first-byte latency, plus per-step estimate-vs-actual reconciliation using the official BPE tokenizer, to tell a slow stream from a stalled one.

Read-only session-log projector (drsc) for DSH: scans ~/.dsh/sessions/**, decodes zstd/tiled-frame logs with a vendored leaf decoder and rewrites per-session projections into its own SQLite (node:sqlite, segments / replaces + FTS5), exposed through a single fenced HTTP route — surface ledger, recall/compression pair accounting and Chinese-capable full-text search. Token counts share the exact DeepSeek-V4 tokenizer and formula as CCI verify, falling back to a labelled chars/4 basis when assets are absent. Never writes session files; all output lands in its own data directory. Serves three consumer plugins: context-compression-improved (surface marking + recall reconciliation), session-steward (search-corpus switch), prime-memory (historical anchor backfill). Hosts 0.1.0-rc.2 .. 0.2.1-rc.2 (17-tag exact engines.dsh enum). npm: dsh-reference-session-collector.

Eight academic skills bundled for one-command install — publication-ready academic figures designed from real data with visual review, AI-text humanization, paper polishing and rewriting, PubMed citation verification (DOI/PMID reconciliation), Chinese citation and medical-book reference checks, and WeChat medical article structuring. Three skills run fully local, five call external services only when used (NCBI E-utilities, DOI resolvers, publishing platforms), declared per skill. Zero telemetry, no install-time scripts. Skills run local Python 3.8+; the academic-figures skill also needs its pip dependencies installed.

Chinese tax and cross-border e-commerce workbench: a local BigInt statement parser for Amazon, TikTok Shop, and Stripe CSV/TSV/XLSX exports (fintax_parse_statement), a 7-scenario deterministic tax and reconciliation calculator (fintax_calc), 4 read-only Tencent IMA knowledge-base tools (ima_list_kbs, ima_browse, ima_search, ima_read), 4 bundled compliance skills, and an in-app settings section. Statement files are parsed locally; optional IMA credentials are read from environment variables or ~/.config/ima/ (write-only via authenticated /api/fintax routes, never echoed back) and sent only to ima.qq.com; zero runtime dependencies.

21 read-only lifecycle governance tools in one self-contained DSH plugin: task tiering, state/plan/evidence validation, gate precheck and aggregation, release/install audits, context and progress analysis, critical path, resume reconciliation, and a mutation preview that always denies execution. Installs from npm as @240xu/dsh-tech-lead.

Cadence SKILL (Virtuoso Lisp) assistant for EDA engineers: official-doc-anchored API lookup (3557 entries across 5 IC6.1.8 manuals, signature confidence levels, never invents APIs) plus zero-execution static analysis driven by a lexical depth coordinate system — iterator-safe deletion with position-sensitive copy() protection, printf placeholder/argument reconciliation, in-loop nth O(N^2) detection, deprecated APIs with page refs, dangerous-intent interception and CIW error-log triage. Host half has zero third-party dependencies.

21 read-only lifecycle governance tools in one self-contained DSH plugin: task tiering, state/plan/evidence validation, gate precheck and aggregation, release/install audits, context and progress analysis, critical path, resume reconciliation, and a mutation preview that always denies execution. Installs from npm as @240xu/dsh-tech-lead.

Hosted tool server over MCP: invoice and bank-statement extraction with in-code arithmetic checks, ledger reconciliation in integer cents, PDF and table conversion, SQL dialect transpiling, and mainland-China reachability probes run from a China Mobile network vantage point.

Offline A-share checkups as four agent tools: valuation percentile (PE/PB/PS history, with negative-PE exclusion for loss-makers and a sample-length floor) and financial-statement review (three-statement reconciliation, DuPont decomposition, red flags, peer percentiles). Bring your own data; the plugin never fetches quotes and ships no data source. Needs Python 3.8 or later (standard library only).

Travel expense reconciliation: ingest orders, invoices and card lines, deduplicate, run the three-way match and a read-only policy check, then export — 5 `travel.*` tools.

Bank statement reconciliation: ingest CAMT.053 and MT940, match them against ledger entries and export the workpaper — 6 `bankrec.*` tools.

Data cleanup and reconciliation for dsh, built around reviewable evidence: original sources stay read-only, a cell is accepted only after independent checks agree, and every accepted value keeps its provenance and audit trail.

Frontend aesthetics engine as 17 native tools — a 118-palette evidence library matched by register, cross-register whole-page design directions, four mechanical gates (WCAG contrast, color-blind simulation, AI-slop detection, scorecard) with digest-bound verdicts, plus semantic design tokens, existing-page audit, CVD-checked chart palettes, CJK type scale, render-vs-tokens reconciliation and measured-numbers rationale. Fully local, zero network. Requires Python 3.8+.

Per-request cost ledger covering retries and subagents, holiday-aware peak/off-peak pricing, shared pricing/usage/balance/budget services, and DeepSeek bill reconciliation.

Recurring Excel template fill and reconciliation review: declare the file, sheet, header row, match key and amount columns once, preview every cell write before it lands, compare amounts as exact two-decimal values, list the unmatched rows as exceptions, and export a filled template copy with an HTML report and a JSON trace back to the source rows.

AlphaRSI — three-role self-improvement loop that evolves the training recipe of alpha sequence models. Operator runs walk-forward, Evaluator grades with OOS RankIC, Refiner proposes hyperparameters via TPE Bayesian search; only strictly-better recipes are kept. Offline one-command run, data bundle shipped with sha1 reconciliation, GPU auto-detect. Ships one skill.

Reconciliation: statements, invoices and ledgers that have to balance. Bank/credit statement PDFs and invoice batches into ledger-ready tables, then reconciled — on a shared key in integer cents, or with no shared key at all by amount, date window, refere