Memory Manager EN：把 `.workbuddy/memory/` 做成可计量的 Token 节流阀
Memory Manager EN 是 SkillHub 上的 ai-agent 类 Skill，面向 .workbuddy/memory/，用 tiktoken 计量、硬预算压缩与 throttle 控制进入上下文的记忆体积。支持 --query/--tags 做任务相关性加载、--json 与 --force 便于自动化，含三色预算告警、缓存与并行摘要等性能优化，并内置安全自检。适合 token check、smart load、备份与记忆分析；不替代通用文件或代码工具。安装：skillhub install @indiv-aakook/memory-manager-en。
Read MoreDeepSeek Harness Cost Governance Plugin: dsh-cost-governor
`dsh-cost-governor` is a cost-control plugin for production environments in the DeepSeek Harness (DSH) ecosystem. It acts as a top-level budget guardian, using official interfaces to convert token buckets into monetary amounts and enforce budget policies. **Core features** include: precise cost accounting based on multi-provider pricing catalogs (such as OpenAI and Anthropic); budget configuration for daily, weekly, and monthly periods, with governance actions including soft-threshold warnings, hard-threshold blocking, or model switching; and Webhook notifications and a visual dashboard. **Installation and configuration** require installing via npm, setting the currency, budget amount, threshold ratios, and execution actions in `cordis.yml`, then restarting the service to use it.
Read Moredsh-turn-budget: Adding fail-closed steps, tools, and token budgets to DeepSeek Harness per turn
dsh-turn-budget is a fail-closed resource governance plugin for DeepSeek Harness (DSH), maintained by Nunchakus888 and following the MIT license. It independently sets three types of limits for each Agent turn: model step count, tool execution count (including nested dispatch), and token usage reported by the provider. After the quota is exhausted, subsequent requests are rejected before execution, and the turn is closed with a blocked status. The plugin only uses DSH public extension points and implements interception through agent/pre-step, tools/pre-execute, tool/result, and turn/end hooks, with results preserved in standard Session logs. token 上
Read More