Unit conversion toolbox for DeepSeek Harness (dsh): 20 categories — data transfer rate (Mbps vs MB/s), acceleration (g-force), illumination (lux/foot-candle), power (3 horsepower definitions), force, torque, typography (px/pt/em/rem), fuel economy (mpg ↔ L/100km), data sizes (MB vs MiB) — zero runtime dependencies
Web page reader for DeepSeek Harness (dsh): fetch any URL and extract clean markdown or plain text, inventory links, read RSS/Atom feeds, inspect HTTP headers without the body, and extract HTML tables as structured rows — zero runtime dependencies
Hermes-style skill self-evolution plugin for DeepSeek Harness (DSH): crystallizes reusable agent skills from successful turns via signal-triggered LLM review, progressively improves them, and manages everything in a Settings panel.
Open-source MCP vision server that gives text-only LLMs and AI agents image understanding, OCR, visual analysis, UI inspection, and multimodal capabilities.
Real-time session cost preview for DeepSeek Harness: live cost readout, today usage chart, price_estimate/session_cost tools, prices kept in sync with the DeepSeek official site (peak/off-peak aware)
Project-level change routing and reuse governance for AI coding agents. Helps Codex and Claude Code find the right capability boundary, avoid duplicate implementations, respect write constraints, and calibrate routing decisions for large full-stack repositories.
Live DeepSeek API cost, usage & balance status line for the DeepSeek Harness (DSH) web UI. Packaged DSH plugin — on/off-peak (Beijing-time), session cost, burn rate, account balance.
LLM-as-a-Verifier (arXiv:2607.05391) as a dsh plugin — Best-of-N conversation mode: give DeepSeek V4 Flash test-time scaling. Bo5 self-verification hits 88% on Terminal-Bench 2.1, beating some frontier models at a fraction of the cost. Fine-grained logprob-expectation scoring, PPT tournament, zero-config.
DeepSeek Harness watchdog plugin: detects truly stalled agent turns (never killing in-progress tasks — in-flight operations are exempt), nudges/terminates only on real silence, records every event to JSONL with a loopback status route