feat: implement company pipeline orchestration with user commands for full, quick, and skip modes

README.md

@@ -15,7 +15,7 @@ Zesdex is a Rust-powered AI assistant that operates directly in your terminal vi
 - **IPC Protocol** — Bidirectional state synchronization between daemon and client processes with diff-based updates.
 - **Provider Agnostic** — Configurable AI model providers with dynamic model selection, per-role temperature/token limits, and API key management.
 
-### Tool System (33 built-in tools)
+### Tool System (34 built-in tools)
 
 | Category | Tools |
 |----------|-------|
@@ -25,15 +25,23 @@ Zesdex is a Rust-powered AI assistant that operates directly in your terminal vi
 | **Git** | `git_operator`, `git_worktree`, `git_cred` |
 | **Memory** | `remember`, `recall`, `forget` |
 | **Planning** | `plan_enter`, `plan_ready`, `seqthink` |
-| **Workflow** | `workflow_run`, `note_finding` |
+| **Workflow** | `workflow_run`, `note_finding`, `company_pipeline` |
 | **Utility** | `cd`, `dir_list`, `dir_cache_update`, `pong`, `todowrite`, `todofinish` |
 | **LSP** | `lsp_connect`, `lsp_diagnostics`, `lsp_hover`, `lsp_completion`, `lsp_definition`, `lsp_references`, `lsp_disconnect` |
 
 ### Intelligence
 
+- **Company Pipeline** — Autonomous agent orchestration modeled as a company with specialized divisions. The CEO (main agent) automatically delegates work to 5 divisions in sequence:
+
+  ```
+  Strategy → Engineering → Quality → Security → Documentation
+  ```
+
+  Each division has a dedicated role, toolset, and system prompt. Controlled via `/pipeline full|quick|skip`.
+
 - **Workflow Engine** — Orchestrate complex multi-step tasks with parallel sub-agents, pipelines, and phased execution. Spawn independent workers that share findings in real-time.
 - **Self-Learning** — Persistent memory system that stores lessons, references, and project knowledge across sessions. Memories include provenance tracking, lifecycle management, and scope isolation.
-- **Self-Review** — Adaptive quality review system that evaluates completed work against stored lessons and project conventions.
+- **Self-Review** — Review subagents trigger automatically after each code edit (inline) and at turn completion (background). Three types: code quality, architecture, and security.
 - **Self-Healing** — On build/test failures, spawns a sub-agent with the error context to autonomously fix issues before reporting them to the user.
 - **MCP Support** — [Model Context Protocol](https://modelcontextprotocol.io/) integration for connecting to external AI tool servers.
 - **Sequential Thinking** — Chain-of-thought reasoning tool for step-by-step problem decomposition.
@@ -85,7 +93,8 @@ src/
 │   ├── harness.rs             # Tool harness for agent execution
 │   ├── workflow/              # Workflow engine
 │   │   ├── script.rs          # Workflow script DSL
-│   │   └── engine.rs          # Workflow executor
+│   │   ├── engine.rs          # Workflow executor
+│   │   └── company.rs         # Company pipeline orchestrator
 │   ├── mcp/                   # MCP client manager
 │   │   └── manager.rs         # MCP server lifecycle and tool exposure
 │   ├── subagent/              # Sub-agent management
@@ -145,7 +154,7 @@ src/
 │       ├── manager.rs         # OAuth token manager
 │       ├── pkce.rs            # PKCE code challenge/verifier
 │       └── mod.rs
-├── tool/                      # 33 tool implementations
+├── tool/                      # 34 tool implementations
 │   ├── fs/                    # read, write, edit, delete
 │   │   ├── read.rs
 │   │   ├── write.rs
@@ -228,6 +237,10 @@ RUST_LOG=debug zesdex
 | `/help` | Show help |
 | `/clear` | Clear transcript |
 | `/model` | Select AI model provider |
+| `/pipeline` | Show current pipeline mode |
+| `/pipeline full` | Force full company pipeline (5 divisions) on next request |
+| `/pipeline quick` | Force quick pipeline (3 divisions) on next request |
+| `/pipeline skip` | Skip pipeline — handle next request directly |
 | `/exit` | Exit application |
 | `/settings` | Open settings |
 | `Any text` | Sent to the AI assistant as a prompt |