详细功能Feature Deep Dive

不只是聊天框，
是可治理的内容产线 Not a chat box.
A governed content pipeline.

HiBOX 把项目、工作流、记忆、审批和审计作为第一实体，让 AI 协作可分工、可确认、可复用、可追踪。 HiBOX makes Project, Workflow, Memory, Approval, and Audit first-class — so AI collaboration is delegated, confirmed, reusable, and traceable.

🔁

Workflow RecipeWorkflow Recipe

可重复执行的工作流模板，把成熟流程沉淀为团队资产。Repeatable workflow templates that turn proven processes into team assets.

🧠

Project MemoryProject Memory

带作用域的记忆，跨项目需脱敏 + 证据 + 审批。Scoped memory; cross-project access requires redaction, evidence, and approval.

👤

Agent as ResponsibilityAgent as Responsibility

Agent 是有明确权限边界的责任岗位，不是全能助手。Agents are bounded responsibility roles, not omnipotent assistants.

✅

Verifier & ApprovalVerifier & Approval

执行可外包，验收权与高风险审批留在 HiBOX。Execution can be outsourced; acceptance and high-risk approval stay in HiBOX.

项目与工作流Project & Workflow

把流程变成可复用资产Turn processes into reusable assets

从 YAML Recipe 到 WorkflowInstance，每一步都有状态、预算和证据。 From YAML Recipes to WorkflowInstances, every step has state, budget, and evidence.

✓
本地项目创建Local project creation 标准目录结构（system.db / project.db），项目即资产。Standard directory shape (system.db / project.db) — the project is the asset.
✓
YAML Workflow RecipeYAML Workflow Recipe 加载、自定义并版本化工作流模板，团队共享成熟路径。Load, customize, and version workflow templates; share proven paths across the team.
✓
WorkflowInstance / WorkUnitWorkflowInstance / WorkUnit 生成可追踪的实例与任务单元，支持暂停、恢复、取消与重启安全恢复。Traceable instances and work units with pause, resume, cancel, and restart-safe recovery.
✓
Run Ledger 证据链Run Ledger evidence 端到端记录每次运行事件，过程可回溯、可审计。End-to-end run event records — processes are replayable and auditable.
记忆与上下文Memory & Context

项目越跑越聪明Projects get smarter over time

Context Compiler 为每个任务组装精准上下文，记忆默认项目隔离。 The Context Compiler assembles precise context per task; memory is project-scoped by default.

✓
Context CompilerContext Compiler 构建 context.json / task.md，让 Agent 拿到该拿的背景。Builds context.json / task.md so agents get exactly the background they need.
✓
记忆作用域隔离Memory scope isolation 同项目记忆直接注入；跨项目需审批、脱敏与证据。Same-project memory is injected directly; cross-project needs approval, redaction, and evidence.
✓
相关性排序与预算重排Relevance ranking & budget rerank 按预算筛选高价值记忆，排除原因透明可见。Budget-aware reranking surfaces high-value memory with transparent exclusion reasons.
✓
Memory Candidate 生命周期MemoryCandidate lifecycle 自动提取候选，人工 promote / deprecate，控制记忆质量。Automatic candidate extraction with human promote / deprecate to control memory quality.
治理与审批Governance & Approval

高风险动作，默认人确认High-risk actions default to human confirmation

PolicyEngine 在执行前拦截风险，审批与验收记录留在本地。 PolicyEngine blocks risk before execution; approvals and acceptance records stay local.

✓
PolicyEngine（R0–R5 风险）PolicyEngine (R0–R5 risk) 执行前强制评估，高风险动作必须人工批准。Pre-execution enforcement; high-risk actions require human approval.
✓
Approval InboxApproval Inbox 高风险操作、外发请求、策略拦截统一进入待办队列。High-risk operations, outbound requests, and policy blocks land in one review queue.
✓
Rule / Human / Metric VerifierRule / Human / Metric Verifier 验收记录结构化留存，支持重做与追溯。Structured acceptance records support rework and traceability.
✓
WorkUnit 预算控制WorkUnit budget control 成本与 wall-time 双预算，超支即停。Dual cost and wall-time budgets; overruns halt automatically.
执行能力Execution

从文档到代码，可控执行From documents to code, controlled execution

内置确定性 worker 与可扩展适配器，执行可审计、可回退。 Built-in deterministic workers and extensible adapters — execution is auditable and reversible.

✓
确定性 light_model 文档 workerDeterministic light_model document worker 离线可复现的文档生成，适合合规与审计场景。Offline-reproducible document generation for compliance and audit scenarios.
✓
Agent Runtime LoopAgent Runtime Loop plan-act-observe 循环，Provider-neutral ModelClient。Plan-act-observe loop with a provider-neutral ModelClient.
✓
Coding worktree 执行Coding worktree execution 隔离工作区生成 diff 与测试报告，合并前需审批。Isolated worktrees produce diffs and test reports; merges require approval.
✓
Browser worker（草稿填充）Browser worker (draft-fill) 默认不发布，人工确认后才外发。No publish by default; outbound actions wait for human confirmation.
架构全景Architecture

三层同心圆 Three concentric circles

核心复利层自己做，外部引擎只做薄适配。 The compounding core is built in-house; external engines are thin adapters. 

Layer 3 · Ecosystem  生态社区
  Build → Verify → Share → Reuse → Reputation
  用户自建工作流 → 验证 → 分享 → 复用 → 信誉

  Layer 2 · Real control + verticals  真实操控
    Coding delegate / Browser / Desktop installer

    Layer 1 · Compounding core  复利核心
      Project · Workflow · Context Compiler
      Memory · Verifier · Approval · Audit
      PolicyEngine   ← Rust Core taking over

Depreciates as models improve → wrap external engines (thin adapters)
Appreciates as history thickens → build it yourself (core + community assets)

本地优先Local-first

项目数据默认保存在本机，服务端兼容但非必需。Project data stays on device by default; server-compatible but not required.

Rust Core 渐进接管Rust Core takeover

20+ 读路径与策略/存储/工作流合约正向 Rust 迁移。20+ read paths and policy/storage/workflow contracts are migrating to Rust.

Tauri 2 桌面端Tauri 2 desktop

Windows 10 / 11 原生安装包，离线可用。Native Windows 10 / 11 installer, works offline.

看看它如何解决你的问题 See how it solves your problem

浏览真实使用案例，或申请内测资格亲自体验。 Browse real use cases, or request beta access to try it yourself.

查看使用案例View use cases 申请内测Join beta