diff --git a/AGENTS.md b/AGENTS.md
index bfb16d7..60de0f4 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -1,7 +1,7 @@
 # PROJECT KNOWLEDGE BASE
 
-**Generated:** 2026-04-04
-**Commit:** 2133f8b
+**Generated:** 2026-04-22
+**Commit:** 7b3b71a
 **Branch:** master
 
 ## OVERVIEW
diff --git a/workshop-agent/Cargo.lock b/workshop-agent/Cargo.lock
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index ed89e0a..0000000
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-checksum = "0ffa179e2d07eee8ad8f57493436566c7cc30ac536a3379fdf008f47f6bb7ae1"
-
-[[package]]
-name = "windows_x86_64_msvc"
-version = "0.52.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
-
-[[package]]
-name = "windows_x86_64_msvc"
-version = "0.53.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d6bbff5f0aada427a1e5a6da5f1f98158182f26556f345ac9e04d36d0ebed650"
-
-[[package]]
-name = "winnow"
-version = "0.7.13"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "21a0236b59786fed61e2a80582dd500fe61f18b5dca67a4a067d0bc9039339cf"
-dependencies = [
- "memchr",
-]
-
-[[package]]
-name = "wit-bindgen"
-version = "0.46.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f17a85883d4e6d00e8a97c586de764dabcc06133f7f1d55dce5cdc070ad7fe59"
-
-[[package]]
-name = "workshop-agent"
-version = "0.1.0"
-dependencies = [
- "actix-web",
- "actix-web-httpauth",
- "anyhow",
- "config",
- "env_logger",
- "log",
- "querystring",
- "rustls",
- "rustls-pemfile",
- "serde",
- "shellflip",
- "thiserror 2.0.17",
- "tokio",
- "uuid",
-]
-
-[[package]]
-name = "writeable"
-version = "0.6.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9edde0db4769d2dc68579893f2306b26c6ecfbe0ef499b013d731b7b9247e0b9"
-
-[[package]]
-name = "yaml-rust2"
-version = "0.10.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2462ea039c445496d8793d052e13787f2b90e750b833afee748e601c17621ed9"
-dependencies = [
- "arraydeque",
- "encoding_rs",
- "hashlink",
-]
-
-[[package]]
-name = "yoke"
-version = "0.8.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72d6e5c6afb84d73944e5cedb052c4680d5657337201555f9f2a16b7406d4954"
-dependencies = [
- "stable_deref_trait",
- "yoke-derive",
- "zerofrom",
-]
-
-[[package]]
-name = "yoke-derive"
-version = "0.8.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
- "synstructure",
-]
-
-[[package]]
-name = "zerocopy"
-version = "0.8.27"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0894878a5fa3edfd6da3f88c4805f4c8558e2b996227a3d864f47fe11e38282c"
-dependencies = [
- "zerocopy-derive",
-]
-
-[[package]]
-name = "zerocopy-derive"
-version = "0.8.27"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88d2b8d9c68ad2b9e4340d7832716a4d21a22a1154777ad56ea55c51a9cf3831"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
-]
-
-[[package]]
-name = "zerofrom"
-version = "0.1.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "50cc42e0333e05660c3587f3bf9d0478688e15d870fab3346451ce7f8c9fbea5"
-dependencies = [
- "zerofrom-derive",
-]
-
-[[package]]
-name = "zerofrom-derive"
-version = "0.1.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
- "synstructure",
-]
-
-[[package]]
-name = "zeroize"
-version = "1.8.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b97154e67e32c85465826e8bcc1c59429aaaf107c1e4a9e53c8d8ccd5eff88d0"
-
-[[package]]
-name = "zerotrie"
-version = "0.2.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a59c17a5562d507e4b54960e8569ebee33bee890c70aa3fe7b97e85a9fd7851"
-dependencies = [
- "displaydoc",
- "yoke",
- "zerofrom",
-]
-
-[[package]]
-name = "zerovec"
-version = "0.11.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6c28719294829477f525be0186d13efa9a3c602f7ec202ca9e353d310fb9a002"
-dependencies = [
- "yoke",
- "zerofrom",
- "zerovec-derive",
-]
-
-[[package]]
-name = "zerovec-derive"
-version = "0.11.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eadce39539ca5cb3985590102671f2567e659fca9666581ad3411d59207951f3"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
-]
-
-[[package]]
-name = "zstd"
-version = "0.13.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e91ee311a569c327171651566e07972200e76fcfe2242a4fa446149a3881c08a"
-dependencies = [
- "zstd-safe",
-]
-
-[[package]]
-name = "zstd-safe"
-version = "7.2.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f49c4d5f0abb602a93fb8736af2a4f4dd9512e36f7f570d66e65ff867ed3b9d"
-dependencies = [
- "zstd-sys",
-]
-
-[[package]]
-name = "zstd-sys"
-version = "2.0.16+zstd.1.5.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91e19ebc2adc8f83e43039e79776e3fda8ca919132d68a1fed6a5faca2683748"
-dependencies = [
- "cc",
- "pkg-config",
-]
diff --git a/workshop-agent/Cargo.toml b/workshop-agent/Cargo.toml
deleted file mode 100644
index 0130b59..0000000
--- a/workshop-agent/Cargo.toml
+++ /dev/null
@@ -1,20 +0,0 @@
-[package]
-name = "workshop-agent"
-version = "0.1.0"
-edition = "2024"
-
-[dependencies]
-actix-web = { version = "4.11.0", features = ["rustls-0_23"] }
-actix-web-httpauth = "0.8.2"
-anyhow = "1.0.100"
-config = "0.15.18"
-env_logger = "0.11.8"
-log = "0.4.28"
-querystring = "1.1.0"
-rustls = "0.23.35"
-rustls-pemfile = "2.2.0"
-serde = { version = "1.0.228", features = ["derive"] }
-shellflip = "2.1.2"
-thiserror = "2.0.17"
-tokio = { version = "1.48.0", features = ["full"] }
-uuid = { version = "1.18.1", features = ["v4"] }
diff --git a/workshop-agent/agent.toml b/workshop-agent/agent.toml
deleted file mode 100644
index c567da6..0000000
--- a/workshop-agent/agent.toml
+++ /dev/null
@@ -1,3 +0,0 @@
-host = "127.0.0.1"
-port = 8080
-
diff --git a/workshop-agent/src/config.rs b/workshop-agent/src/config.rs
deleted file mode 100644
index cf9a7e0..0000000
--- a/workshop-agent/src/config.rs
+++ /dev/null
@@ -1,36 +0,0 @@
-use serde::{Deserialize, Serialize};
-use std::path::PathBuf;
-
-#[derive(Debug, Clone, Serialize, Deserialize)]
-pub struct ServerConfig {
-    pub host: String,
-    pub port: u16,
-    pub tls: Option<TLSConfig>,
-}
-
-#[derive(Debug, Clone, Serialize, Deserialize)]
-pub struct TLSConfig {
-    pub cert: PathBuf,
-    pub key: PathBuf,
-}
-
-impl ServerConfig {
-    pub fn init() -> anyhow::Result<Self> {
-        let mut settings = config::Config::builder();
-
-        settings = settings
-            .add_source(config::Environment::with_prefix("HBWAGENT"))
-            .add_source(config::File::with_name("agent.toml").required(false));
-        let config: ServerConfig = settings.build()?.try_deserialize()?;
-        Ok(config)
-    }
-
-    pub fn is_tls_enabled(&self) -> bool {
-        self.tls.is_some()
-    }
-
-    pub fn bind_address(&self) -> (String, u16) {
-        // format!("{}:{}", self.host, self.port)
-        (self.host.clone(), self.port)
-    }
-}
diff --git a/workshop-agent/src/error.rs b/workshop-agent/src/error.rs
deleted file mode 100644
index 1dad75f..0000000
--- a/workshop-agent/src/error.rs
+++ /dev/null
@@ -1,19 +0,0 @@
-use thiserror::Error;
-
-#[derive(Error, Debug)]
-pub enum AgentError {
-    #[error("Failed when loading TLS certificate: {0}")]
-    LoadTLSCertError(#[from] rustls::Error),
-
-    #[error("I/O error: {0}")]
-    IOError(#[from] std::io::Error),
-
-    #[error("General error: {0}")]
-    GeneralError(String),
-
-    #[error("Internal server error: {0}")]
-    InternalServerError(String),
-
-}
-
-pub type Result<T> = std::result::Result<T, AgentError>;
diff --git a/workshop-agent/src/handler.rs b/workshop-agent/src/handler.rs
deleted file mode 100644
index c7d943a..0000000
--- a/workshop-agent/src/handler.rs
+++ /dev/null
@@ -1,79 +0,0 @@
-use serde::{Serialize, Deserialize};
-use crate::state;
-use actix_web::{get, post, HttpResponse, Responder, HttpRequest, web};
-
-#[derive(Debug, Serialize, Deserialize)]
-struct ResponseData {
-    message: String,
-    code: i32,
-}
-
-/// Default endpoint
-#[get("/")]
-async fn index() -> impl Responder {
-    HttpResponse::Ok().json(ResponseData {
-        message: "HBW agent is running.".to_string(),
-        code: 0,
-    })
-}
-
-/// Endpoint for initializing.
-/// Initialize is divided into %d stages.
-#[post("/init")]
-async fn init(req: HttpRequest, info: web::Json<crate::init::InitData>, data: web::Data<state::AppState>) -> impl Responder {
-    // 检查是否启用TLS阻止访问
-    if data.use_tls {
-        return HttpResponse::Forbidden().body("Access forbidden: This agent is already configured. If you'd like to reconfigure, remove TLS section in agent.toml");
-    }
-
-    let mut token_verified = false;
-    // 检查Bearer Token
-    if let Some(auth_header) = req.headers().get("authorization") {
-        if let Ok(auth_str) = auth_header.to_str() {
-            if auth_str.starts_with("Bearer ") {
-                let token = &auth_str[7..]; // 去掉 "Bearer " 前缀
-                if token == data.token.as_ref().unwrap() {
-                    // Token验证成功
-                    token_verified = true;
-                }
-            }
-        }
-    }
-    if token_verified {
-        // Token验证成功，执行初始化操作
-        //
-        let query = querystring::querify(req.query_string());
-        let stage = query.get(0).unwrap_or(&("0","0"));
-        match stage.0 {
-            "1" => {
-                // 初始化阶段1
-                // todo!("实现初始化阶段1");
-                crate::init::init_stage1(info);
-            }
-            "2" => {
-                // 初始化阶段2
-                todo!("实现初始化阶段2");
-            }
-            _ => {
-                // 未知的初始化阶段
-                // HttpResponse::BadRequest().body("Unknown initialization stage")
-                return HttpResponse::BadRequest().body("Unknown initialization stage");
-            }
-        }
-
-        todo!("实现初始化操作");
-        HttpResponse::Ok().body("Initialization successful")
-    } else {
-        // Token验证失败
-        HttpResponse::Unauthorized().body("Invalid or missing Bearer token")
-    }
-}
-
-/// Endpoint for pinging the server.
-#[get("/ping")]
-async fn ping() -> impl Responder {
-    HttpResponse::Ok().json(ResponseData {
-        message: "pong".to_string(),
-        code: 0,
-    })
-}
diff --git a/workshop-agent/src/init.rs b/workshop-agent/src/init.rs
deleted file mode 100644
index 338c0ef..0000000
--- a/workshop-agent/src/init.rs
+++ /dev/null
@@ -1,19 +0,0 @@
-use serde::{Deserialize, Serialize};
-use actix_web::{web, HttpResponse};
-use uuid::Uuid;
-
-pub fn generate_token() -> String {
-    // 生成UUIDv4 token
-    Uuid::new_v4().to_string()
-}
-
-#[derive(Debug, Serialize, Deserialize)]
-pub struct InitData {
-    server_id: String,
-    timestamp: u64,
-}
-
-pub fn init_stage1(data: web::Json<InitData>) -> () {
-
-
-}
diff --git a/workshop-agent/src/main.rs b/workshop-agent/src/main.rs
deleted file mode 100644
index d6b290f..0000000
--- a/workshop-agent/src/main.rs
+++ /dev/null
@@ -1,45 +0,0 @@
-use log::info;
-use actix_web::{web, App, HttpServer};
-
-mod config;
-mod tls;
-mod error;
-mod handler;
-mod init;
-mod state;
-
-
-#[actix_web::main]
-async fn main() -> Result<(), ()> {
-    env_logger::init();
-    info!("Starting workshop-agent...");
-    let config = config::ServerConfig::init().unwrap();
-    let token = if config.is_tls_enabled() {
-        None
-    } else {
-        let _token = init::generate_token();
-        println!("Generated token: {}", _token);
-        Some(_token)
-    };
-    let appstate = web::Data::new(state::AppState {
-        use_tls: config.is_tls_enabled(),
-        token,
-    });
-    let mut server = HttpServer::new(move || App::new()
-        .app_data(appstate.clone())
-        .service(handler::index)
-        .service(handler::ping)
-        .service(handler::init));
-    if config.is_tls_enabled() {
-        let tls_certs_file = config.tls.clone().unwrap().cert;
-        let tls_key_file = config.tls.clone().unwrap().key;
-        let tls_config = tls::load_rustls_config(&tls_certs_file, &tls_key_file).unwrap();
-        info!("Configuring TLS...");
-        server = server.bind_rustls_0_23(config.bind_address(), tls_config).unwrap();
-    }
-    else {
-        server = server.bind(config.bind_address()).unwrap();
-    }
-    let _ = server.run().await;
-    Ok(())
-}
diff --git a/workshop-agent/src/state.rs b/workshop-agent/src/state.rs
deleted file mode 100644
index b9a0ec4..0000000
--- a/workshop-agent/src/state.rs
+++ /dev/null
@@ -1,5 +0,0 @@
-#[derive(Clone)]
-pub struct AppState {
-    pub token: Option<String>,
-    pub use_tls: bool,
-}
diff --git a/workshop-agent/src/tls.rs b/workshop-agent/src/tls.rs
deleted file mode 100644
index 3c5b6b0..0000000
--- a/workshop-agent/src/tls.rs
+++ /dev/null
@@ -1,33 +0,0 @@
-use crate::error::AgentError;
-use anyhow::Result;
-use rustls::ServerConfig;
-use std::fs::File;
-use std::io::BufReader;
-use std::path::Path;
-
-pub fn load_rustls_config(
-    cert_path: &Path,
-    key_path: &Path,
-) -> Result<rustls::ServerConfig, AgentError> {
-    // 初始化 TLS 配置
-    let config = ServerConfig::builder()
-        .with_no_client_auth();
-
-    // 加载 TLS 证书
-    let mut cert_file = &mut BufReader::new(File::open(cert_path)?);
-    let cert_chain = rustls_pemfile::certs(&mut cert_file)
-        .collect::<Result<Vec<_>, _>>()?;
-
-    // 加载私钥
-    let mut key_file = &mut BufReader::new(File::open(key_path)?);
-    let key = rustls_pemfile::pkcs8_private_keys(&mut key_file)
-        .next()
-        .unwrap();
-
-    if let Ok(key) = key {
-        Ok(config.with_single_cert(cert_chain, rustls::pki_types::PrivateKeyDer::Pkcs8(key))?)
-    } else {
-        // TODO: How to implement better?
-        Err(AgentError::GeneralError("Failed to load TLS key.".to_string()))
-    }
-}
diff --git a/workshop-baker/src/AGENTS.md b/workshop-baker/src/AGENTS.md
index 1b14747..e109f18 100644
--- a/workshop-baker/src/AGENTS.md
+++ b/workshop-baker/src/AGENTS.md
@@ -1,6 +1,9 @@
 # workshop-baker/src
 
-**Baker CLI + execution engine for HoneyBiscuitWorkshop pipelines.**
+**Generated:** 2026-04-22
+**Commit:** 7b3b71a
+
+Baker CLI + execution engine for HoneyBiscuitWorkshop pipelines.
 
 ## OVERVIEW
 
diff --git a/workshop-baker/src/bake/AGENTS.md b/workshop-baker/src/bake/AGENTS.md
new file mode 100644
index 0000000..9e0f28f
--- /dev/null
+++ b/workshop-baker/src/bake/AGENTS.md
@@ -0,0 +1,46 @@
+# workshop-baker/src/bake
+
+**Generated:** 2026-04-22
+**Commit:** 7b3b71a
+
+Script parsing and build orchestration with decorator DSL.
+
+## STRUCTURE
+
+```
+bake/
+├── parser.rs    # @decorator-aware shell script parser
+├── decorator.rs # Decorator enum + 100+ unit tests
+├── builder.rs   # Script template assembly
+└── schedule.rs  # Function ordering via @after dependencies
+```
+
+## WHERE TO LOOK
+
+| Task | Location |
+|------|----------|
+| Parse script | `parser.rs:29` - `parse_script()` |
+| Decorator types | `decorator.rs` - `Decorator` enum variants |
+| Build script | `builder.rs` - template builder |
+| Schedule deps | `schedule.rs` - @after resolution |
+
+## DECORATORS
+
+| Decorator | Purpose |
+|-----------|---------|
+| `@pipeline` | Marks main build function |
+| `@timeout(N)` | Execution timeout seconds |
+| `@retry(N, M)` | Retry N times, M sec delay |
+| `@parallel` | Run concurrently |
+| `@fallible` | Failure doesn't fail pipeline |
+| `@after(func)` | Dependency ordering |
+| `@export` | Export vars to env |
+| `@loop(N)` | Repeat N times |
+| `@if(COND)` | Conditional execution |
+
+## CONVENTIONS
+
+- **Decorator Syntax**: `# @name(args)` comment above function
+- **Parsing**: Shell grammar with decorator annotation extraction
+- **Scheduling**: DAG resolution for @after dependencies
+- **Tests**: `decorator.rs:175-829` has 100+ inline unit tests
diff --git a/workshop-baker/src/engine/AGENTS.md b/workshop-baker/src/engine/AGENTS.md
new file mode 100644
index 0000000..a6c1117
--- /dev/null
+++ b/workshop-baker/src/engine/AGENTS.md
@@ -0,0 +1,46 @@
+# workshop-baker/src/engine
+
+**Generated:** 2026-04-22
+**Commit:** 7b3b71a
+
+Execution runtime with resource isolation and package management.
+
+## STRUCTURE
+
+```
+engine/
+├── executor.rs   # Script execution with cgroups, pipes, exit codes
+├── cgroups.rs    # Linux cgroup resource limits (memory, CPU, IO)
+├── types.rs      # ResourceLimits, ExecutionResult, ProcessConfig
+├── pm.rs         # Package manager detection (apt, pacman, etc.)
+├── pm/           # PM implementations
+│   ├── apt.rs    # Debian/Ubuntu (WIP - todo!() stubs)
+│   └── pacman.rs # Arch Linux
+├── upm.rs        # User package managers (Nix/Guix)
+├── upm/custom.rs # Custom PM support (unimplemented)
+└── repology.rs   # Repology API for package name resolution
+    └── local.rs  # Python-based local repology (non-standard)
+```
+
+## WHERE TO LOOK
+
+| Task | Location |
+|------|----------|
+| Execute script with limits | `executor.rs:Executor::execute_script()` |
+| Resource limits | `types.rs:56` - `ResourceLimits` struct |
+| Cgroup management | `cgroups.rs` - CgroupManager v1/v2 |
+| Package detection | `pm.rs:detection()` |
+| Repology lookup | `repology.rs` - RepologyEndpoint |
+
+## CONVENTIONS
+
+- **Executor**: Lightweight wrapper around CgroupManager for isolation
+- **ResourceLimits**: Memory, CPU, IO bounds passed to cgroups
+- **Package Manager Detection**: Auto-detects from `/etc/os-release`
+- **WIP**: apt.rs has `todo!()` stubs (lines 22, 45, 50)
+
+## ANTI-PATTERNS
+
+1. **Python in Rust** — `repology/local.rs` embeds Python repology client
+2. **Unsafe libc** — Multiple `unsafe { libc::geteuid() }` in security.rs (parent)
+3. **Unwrap heavy** — cgroups.rs has many `.unwrap()` calls
diff --git a/workshop-baker/src/finalize/AGENTS.md b/workshop-baker/src/finalize/AGENTS.md
new file mode 100644
index 0000000..3b8ce1a
--- /dev/null
+++ b/workshop-baker/src/finalize/AGENTS.md
@@ -0,0 +1,56 @@
+# workshop-baker/src/finalize
+
+**Generated:** 2026-04-22
+**Commit:** 7b3b71a
+
+Artifact packaging, distribution, deployment, and notifications.
+
+## STRUCTURE
+
+```
+finalize/
+├── config.rs          # FinalizeConfig YAML (artifacts, deploy, notify)
+├── stage.rs           # FinalizeStage enum
+├── stage/hook.rs      # Post-build hooks
+├── event.rs           # Event propagation
+├── template.rs        # Variable substitution {{VAR}}
+├── plugin.rs          # Plugin trait + registry
+├── plugin/
+│   ├── metadata.rs    # Plugin manifest parsing
+│   ├── dylib.rs       # Dynamic library plugins
+│   ├── rhai.rs        # Rhai scripting (todo!())
+│   ├── shell.rs       # Shell command plugins
+│   └── internal/      # Built-in plugins
+│       ├── mail/      # Email notifications (SMTP)
+│       ├── webhook.rs # HTTP webhooks
+│       ├── satori.rs  # Satori integration
+│       └── insitenotify.rs # In-site notifications
+│   └── fetch/         # Artifact fetching
+│       ├── git.rs     # Git repository fetch
+│       ├── http.rs    # HTTP download
+│       ├── extract.rs # Archive extraction
+│       └── checksum.rs# SHA256 verification (SHA1 deprecated)
+```
+
+## WHERE TO LOOK
+
+| Task | Location |
+|------|----------|
+| Config loading | `config.rs` - FinalizeConfig |
+| Email notify | `plugin/internal/mail/` - SMTP templates |
+| Webhooks | `plugin/internal/webhook.rs` |
+| Artifact fetch | `plugin/fetch/` - git/http/extract |
+| Checksums | `plugin/fetch/checksum.rs:13` - SHA1 deprecated |
+
+## CONVENTIONS
+
+- **Plugin System**: Dynamic + internal plugins via Plugin trait
+- **Template Syntax**: `{{VARIABLE}}` handlebars-style
+- **Stages**: Hook → Fetch → Build → Publish → Notify → Cleanup
+- **Fetch**: Supports git, http, with extraction and checksum verify
+
+## ANTI-PATTERNS
+
+1. **SHA1 deprecated** — `checksum.rs:13` warns SHA1 is deprecated
+2. **Unimplemented** — `rhai.rs:17` - "todo!()" for Rhai scripting
+3. **TODO markers** — Multiple TODOs in config.rs (lines 305-306)
diff --git a/workshop-baker/src/finalize/config.rs b/workshop-baker/src/finalize/config.rs
index 6840696..15fe8f1 100644
--- a/workshop-baker/src/finalize/config.rs
+++ b/workshop-baker/src/finalize/config.rs
@@ -290,6 +290,18 @@ impl FinalizeConfig {
             Err(e) => errors.push(format!("Invalid version format: {}", e)),
         }
 
+        // Validate plugin definitions: each plugin must have exactly one URL
+        for (plugin_name, urls) in &self.plugin {
+            match urls.len() {
+                0 => errors.push(format!("Plugin '{}' has no URL defined", plugin_name)),
+                1 => {}
+                n => errors.push(format!(
+                    "Plugin '{}' has {} URL definitions, expected exactly 1",
+                    plugin_name, n
+                )),
+            }
+        }
+
         // TODO: Schema-based validation for plugin configs
         // TODO: Validate that publish targets reference existing plugins
 
@@ -371,4 +383,60 @@ hooks:
         let early = hooks.early.unwrap();
         assert_eq!(early[0].timeout_ms, 30000);
     }
+
+    #[test]
+    fn test_validate_plugin_zero_urls() {
+        let config: FinalizeConfig = serde_yaml::from_str(
+            r#"
+version: "0.0.1"
+plugin:
+  show_file_list: {}
+"#,
+        )
+        .unwrap();
+        let result = config.validate();
+        assert!(result.is_err());
+        let errors = result.unwrap_err();
+        assert!(errors
+            .iter()
+            .any(|e| e.contains("show_file_list") && e.contains("no URL")));
+    }
+
+    #[test]
+    fn test_validate_plugin_one_url_ok() {
+        let config: FinalizeConfig = serde_yaml::from_str(
+            r#"
+version: "0.0.1"
+plugin:
+  show_file_list:
+    "https://example.com/plugin.tar.gz":
+      fallible: false
+"#,
+        )
+        .unwrap();
+        let result = config.validate();
+        assert!(result.is_ok());
+    }
+
+    #[test]
+    fn test_validate_plugin_multiple_urls() {
+        let config: FinalizeConfig = serde_yaml::from_str(
+            r#"
+version: "0.0.1"
+plugin:
+  show_file_list:
+    "https://example.com/plugin1.tar.gz":
+      fallible: false
+    "https://example.com/plugin2.tar.gz":
+      fallible: false
+"#,
+        )
+        .unwrap();
+        let result = config.validate();
+        assert!(result.is_err());
+        let errors = result.unwrap_err();
+        assert!(errors
+            .iter()
+            .any(|e| e.contains("show_file_list") && e.contains("2 URL definitions")));
+    }
 }
diff --git a/workshop-baker/src/finalize/plugin.rs b/workshop-baker/src/finalize/plugin.rs
index 884454e..6e0ea23 100644
--- a/workshop-baker/src/finalize/plugin.rs
+++ b/workshop-baker/src/finalize/plugin.rs
@@ -205,13 +205,13 @@ pub fn register(external_plugins: RawPluginMap) -> Result<PluginMap, PluginError
 
     // Register internal plugin
     for i in internal::get_internal_plugin() {
-        log::info!("Registering internal plugin {}", i.name);
+        log::debug!("Registering internal plugin {}", i.name);
         plugins.insert(i.name.to_string(), FinalizePlugin::new(i.entry));
     }
 
     // Register external plugin
     for (name, data) in external_plugins.into_iter() {
-        log::info!("Registering external plugin {}", name);
+        log::debug!("Registering external plugin {}", name);
         let (_source, config) = data.into_iter().next().unwrap_or_else(|| {
             panic!(
                 "Internal Error: Plugin {} has no source configured, this should have been caught by validation!",
diff --git a/workshop-baker/src/finalize/plugin/fetch.rs b/workshop-baker/src/finalize/plugin/fetch.rs
index 6549bd2..bf1931d 100644
--- a/workshop-baker/src/finalize/plugin/fetch.rs
+++ b/workshop-baker/src/finalize/plugin/fetch.rs
@@ -49,15 +49,18 @@ pub async fn fetch_plugin(
             // NOTE: as a practical compromise, we use git command for git clone
             // gix will be supported later, with ONLY https scheme
             // TODO: Implement gix
+            log::info!("Fetching git plugin: {}", url);
             git::fetch_git_plugin(&path, name, basedir, argument.shallow).await
         }
         URLScheme::Http | URLScheme::Https => {
+            log::info!("Fetching http plugin: {}", url);
             let checksum = argument.get_checksum();
             http::fetch_http_plugin(url, name, basedir, checksum).await
         }
         URLScheme::File => {
             // TODO: Support client mode
             // NOTE: In standalone mode, we just assume path is well-defined and utilize
+            log::info!("Fetching file plugin: {}", url);
             return Ok(());
         }
         URLScheme::Unknown => {
diff --git a/workshop-baker/src/finalize/plugin/fetch/git.rs b/workshop-baker/src/finalize/plugin/fetch/git.rs
index 7fbe38f..89afdd0 100644
--- a/workshop-baker/src/finalize/plugin/fetch/git.rs
+++ b/workshop-baker/src/finalize/plugin/fetch/git.rs
@@ -92,6 +92,7 @@ pub async fn fetch_git_plugin(
             })
         }
         GitVersion::Single(version) => {
+            log::debug!("Fetching git plugin: {}@{}", name, version);
             let shallow_flag = shallow.unwrap_or(false);
             git_clone_and_checkout(
                 &baseurl,
@@ -103,6 +104,7 @@ pub async fn fetch_git_plugin(
             .await
         }
         GitVersion::Mixed(tag, commit) => {
+            log::debug!("Fetching git plugin: {}@{}/{}", name, tag, commit);
             let shallow_flag = shallow.unwrap_or(false);
             let result = git_clone_and_checkout(
                 &baseurl,
diff --git a/workshop-baker/src/finalize/plugin/fetch/http.rs b/workshop-baker/src/finalize/plugin/fetch/http.rs
index 4a54b93..781e2d9 100644
--- a/workshop-baker/src/finalize/plugin/fetch/http.rs
+++ b/workshop-baker/src/finalize/plugin/fetch/http.rs
@@ -48,6 +48,21 @@ pub async fn download_to_file(
     Ok(())
 }
 
+fn extract_archive_extension(url: &str) -> &str {
+    let path_part = url.split('?').next().unwrap_or(url).split('#').next().unwrap_or(url);
+    let file_part = path_part.rsplit('/').next().unwrap_or("");
+    let lower = file_part.to_lowercase();
+    if lower.ends_with(".tar.gz") || lower.ends_with(".tgz") {
+        ".tar.gz"
+    } else if lower.ends_with(".tar.zst") || lower.ends_with(".tar.zstd") || lower.ends_with(".tzst") {
+        ".tar.zst"
+    } else if lower.ends_with(".tar") {
+        ".tar"
+    } else {
+        ".tar"
+    }
+}
+
 pub async fn fetch_http_plugin(
     url: &str,
     name: &str,
@@ -56,7 +71,8 @@ pub async fn fetch_http_plugin(
 ) -> Result<(), PluginError> {
     let temp_dir = std::env::temp_dir().join("workshop-plugins");
     tokio::fs::create_dir_all(&temp_dir).await.ok();
-    let temp_file = temp_dir.join(format!("{}-{}.tar.tmp", name, uuid::Uuid::new_v4()));
+    let ext = extract_archive_extension(url);
+    let temp_file = temp_dir.join(format!("{}-{}{}", name, uuid::Uuid::new_v4(), ext));
 
     download_to_file(url, &temp_file, name).await?;
 
diff --git a/workshop-baker/src/finalize/plugin/internal/mail.rs b/workshop-baker/src/finalize/plugin/internal/mail.rs
index 3beba7c..11633a1 100644
--- a/workshop-baker/src/finalize/plugin/internal/mail.rs
+++ b/workshop-baker/src/finalize/plugin/internal/mail.rs
@@ -52,11 +52,11 @@ impl AsyncPluginFn for Mail {
         };
 
         let subject = render_template(&subject_template, &template_data)
-            .map_err(|e| PluginError::GeneralError(format!("Template render error: {}", e)))?;
+            .map_err(|e| PluginError::GeneralError(format!("Failed to render subject: {}", e)))?;
         let body_html = render_template(&body_template_html, &template_data)
-            .map_err(|e| PluginError::GeneralError(format!("Template render error: {}", e)))?;
+            .map_err(|e| PluginError::GeneralError(format!("Failed to render body_html: {}", e)))?;
         let body_text = render_template(&body_template_text, &template_data)
-            .map_err(|e| PluginError::GeneralError(format!("Template render error: {}", e)))?;
+            .map_err(|e| PluginError::GeneralError(format!("Failed to render body_text(?): {}", e)))?;
 
         let email = build_email(&config, subject, body_html, body_text)?;
 
@@ -142,14 +142,17 @@ async fn send_email(
 
     let mut transport_builder = match config.smtp.encryption {
         Encryption::Tls => {
+            log::debug!("Using TLS encryption");
             AsyncSmtpTransport::<Tokio1Executor>::relay(&config.smtp.host)
                 .map_err(|e| PluginError::GeneralError(format!("Invalid SMTP host: {}", e)))?
         }
         Encryption::Starttls => {
+            log::debug!("Using StartTLS encryption");
             AsyncSmtpTransport::<Tokio1Executor>::starttls_relay(&config.smtp.host)
                 .map_err(|e| PluginError::GeneralError(format!("Invalid SMTP host: {}", e)))?
         }
         Encryption::None => {
+            log::debug!("Using NO encryption");
             AsyncSmtpTransport::<Tokio1Executor>::builder_dangerous(&config.smtp.host)
         }
     };
@@ -158,12 +161,15 @@ async fn send_email(
 
     match config.smtp.auth.auth_type {
         AuthType::Password => {
+            log::debug!("Using password auth");
             transport_builder = transport_builder.credentials((
                 config.smtp.auth.username.clone(),
                 config.smtp.auth.password.clone()
             ).into());
         }
-        AuthType::None => {}
+        AuthType::None => {
+            log::debug!("Using no auth");
+        }
     }
 
     let transport = transport_builder.build();
diff --git a/workshop-baker/src/finalize/plugin/internal/mail/config.rs b/workshop-baker/src/finalize/plugin/internal/mail/config.rs
index 5eaaaef..e7df9f1 100644
--- a/workshop-baker/src/finalize/plugin/internal/mail/config.rs
+++ b/workshop-baker/src/finalize/plugin/internal/mail/config.rs
@@ -165,7 +165,6 @@ impl DefaultTemplates {
     <tr><td><strong>Build ID:</strong></td><td>{{ build.id }}</td></tr>
     <tr><td><strong>Status:</strong></td><td>{{ build.status }}</td></tr>
     <tr><td><strong>Duration:</strong></td><td>{{ build.duration }}</td></tr>
-    <tr><td><strong>Commit:</strong></td><td>{{ commit.hash | slice(0, 7) }}</td></tr>
     <tr><td><strong>Author:</strong></td><td>{{ commit.author }}</td></tr>
     <tr><td><strong>Message:</strong></td><td>{{ commit.message }}</td></tr>
   </table>
diff --git a/workshop-baker/src/finalize/plugin/shell.rs b/workshop-baker/src/finalize/plugin/shell.rs
index 80a2e55..3c973ba 100644
--- a/workshop-baker/src/finalize/plugin/shell.rs
+++ b/workshop-baker/src/finalize/plugin/shell.rs
@@ -91,7 +91,7 @@ fn convert_argument(prefix: &str, argument: serde_yaml::Value, in_sequence: bool
             envvars.insert(prefix.to_string(), value.to_string());
         }
         serde_yaml::Value::String(value) => {
-            envvars.insert(prefix.to_string(), format!("\"{}\"", value));
+            envvars.insert(prefix.to_string(), format!("{}", value));
         }
         serde_yaml::Value::Number(value) => {
             envvars.insert(prefix.to_string(), value.to_string());
@@ -199,8 +199,8 @@ mod tests {
         let result = convert_argument("PLUGIN", yaml, false);
 
         // Keys are uppercased in actual call() function
-        assert_eq!(result.get("PLUGIN_HOST"), Some(&"\"docker.io\"".to_string()));
-        assert_eq!(result.get("PLUGIN_USER"), Some(&"\"admin\"".to_string()));
+        assert_eq!(result.get("PLUGIN_HOST"), Some(&"docker.io".to_string()));
+        assert_eq!(result.get("PLUGIN_USER"), Some(&"admin".to_string()));
     }
 
     #[test]
@@ -213,7 +213,7 @@ from:
         let result = convert_argument("CFG", yaml, false);
 
         // Nested keys use uppercase format: CFG_FROM_HOST
-        assert_eq!(result.get("CFG_FROM_HOST"), Some(&"\"smtp.example.com\"".to_string()));
+        assert_eq!(result.get("CFG_FROM_HOST"), Some(&"smtp.example.com".to_string()));
         assert_eq!(result.get("CFG_FROM_PORT"), Some(&"587".to_string()));
     }
 
@@ -231,7 +231,7 @@ empty: ~
         assert_eq!(result.get("VAR_ENABLED"), Some(&"true".to_string()));
         assert_eq!(result.get("VAR_COUNT"), Some(&"42".to_string()));
         assert_eq!(result.get("VAR_RATIO"), Some(&"3.14".to_string()));
-        assert_eq!(result.get("VAR_NAME"), Some(&"\"test\"".to_string()));
+        assert_eq!(result.get("VAR_NAME"), Some(&"test".to_string()));
         assert!(!result.contains_key("VAR_EMPTY"));
     }
 
@@ -240,8 +240,7 @@ empty: ~
         let yaml = serde_yaml::from_str("tags:\n  - latest\n  - v1.0\n  - stable").unwrap();
         let result = convert_argument("CFG", yaml, false);
 
-        // Strings in arrays are quoted by convert_argument
-        assert_eq!(result.get("CFG_TAGS"), Some(&"(\"latest\" \"v1.0\" \"stable\")".to_string()));
+        assert_eq!(result.get("CFG_TAGS"), Some(&"(latest v1.0 stable)".to_string()));
     }
 
     #[test]
@@ -255,10 +254,10 @@ env:
 ").unwrap();
         let result = convert_argument("CFG", yaml, false);
 
-        assert_eq!(result.get("CFG_ENV_0_NAME"), Some(&"\"KEY1\"".to_string()));
-        assert_eq!(result.get("CFG_ENV_0_VALUE"), Some(&"\"val1\"".to_string()));
-        assert_eq!(result.get("CFG_ENV_1_NAME"), Some(&"\"KEY2\"".to_string()));
-        assert_eq!(result.get("CFG_ENV_1_VALUE"), Some(&"\"val2\"".to_string()));
+        assert_eq!(result.get("CFG_ENV_0_NAME"), Some(&"KEY1".to_string()));
+        assert_eq!(result.get("CFG_ENV_0_VALUE"), Some(&"val1".to_string()));
+        assert_eq!(result.get("CFG_ENV_1_NAME"), Some(&"KEY2".to_string()));
+        assert_eq!(result.get("CFG_ENV_1_VALUE"), Some(&"val2".to_string()));
         assert!(!result.contains_key("CFG_ENV"));
     }
 
@@ -305,7 +304,7 @@ token: ~
         let result = convert_argument("CFG", yaml, false);
 
         // Keys are uppercased: CFG_HOST
-        assert_eq!(result.get("CFG_HOST"), Some(&"\"docker.io\"".to_string()));
+        assert_eq!(result.get("CFG_HOST"), Some(&"docker.io".to_string()));
         // Null value is skipped (not set)
         assert!(!result.contains_key("CFG_TOKEN"));
     }
@@ -319,8 +318,8 @@ token: ~
         let result = convert_argument("CFG", yaml, false);
 
         // Number keys are preserved but prefixed: CFG_0, CFG_1
-        assert_eq!(result.get("CFG_0"), Some(&"\"first\"".to_string()));
-        assert_eq!(result.get("CFG_1"), Some(&"\"second\"".to_string()));
+        assert_eq!(result.get("CFG_0"), Some(&"first".to_string()));
+        assert_eq!(result.get("CFG_1"), Some(&"second".to_string()));
     }
 
     #[test]
@@ -340,12 +339,11 @@ plugin:
         let result = convert_argument("CFG", yaml, false);
 
         // All keys uppercased for shell environment variables
-        assert_eq!(result.get("CFG_PLUGIN_DOCKER-PUSH_HOST"), Some(&"\"docker.io\"".to_string()));
-        assert_eq!(result.get("CFG_PLUGIN_DOCKER-PUSH_IMAGE"), Some(&"\"user/app:tag\"".to_string()));
+        assert_eq!(result.get("CFG_PLUGIN_DOCKER-PUSH_HOST"), Some(&"docker.io".to_string()));
+        assert_eq!(result.get("CFG_PLUGIN_DOCKER-PUSH_IMAGE"), Some(&"user/app:tag".to_string()));
         assert_eq!(result.get("CFG_PLUGIN_DOCKER-PUSH_OPTIONS_FORCE"), Some(&"true".to_string()));
         assert_eq!(result.get("CFG_PLUGIN_DOCKER-PUSH_OPTIONS_RETRIES"), Some(&"3".to_string()));
-        // Strings in sequences are quoted
-        assert_eq!(result.get("CFG_PLUGIN_DOCKER-PUSH_TAGS"), Some(&"(\"latest\" \"v1.0\")".to_string()));
+        assert_eq!(result.get("CFG_PLUGIN_DOCKER-PUSH_TAGS"), Some(&"(latest v1.0)".to_string()));
     }
 
     #[test]
@@ -358,9 +356,9 @@ token: 'Bearer abc123'
         let result = convert_argument("CFG", yaml, false);
 
         // Keys uppercased: CFG_URL, CFG_PATH, CFG_TOKEN
-        assert_eq!(result.get("CFG_URL"), Some(&"\"https://example.com/path?query=value\"".to_string()));
-        assert_eq!(result.get("CFG_PATH"), Some(&"\"/workspace/output.tar.gz\"".to_string()));
-        assert_eq!(result.get("CFG_TOKEN"), Some(&"\"Bearer abc123\"".to_string()));
+        assert_eq!(result.get("CFG_URL"), Some(&"https://example.com/path?query=value".to_string()));
+        assert_eq!(result.get("CFG_PATH"), Some(&"/workspace/output.tar.gz".to_string()));
+        assert_eq!(result.get("CFG_TOKEN"), Some(&"Bearer abc123".to_string()));
     }
 
     #[test]
@@ -372,7 +370,7 @@ cmd: \"echo 'test'\"
         let result = convert_argument("CFG", yaml, false);
 
         // Keys uppercased: CFG_MSG, CFG_CMD
-        assert_eq!(result.get("CFG_MSG"), Some(&"\"Hello World\"".to_string()));
-        assert_eq!(result.get("CFG_CMD"), Some(&"\"echo 'test'\"".to_string()));
+        assert_eq!(result.get("CFG_MSG"), Some(&"Hello World".to_string()));
+        assert_eq!(result.get("CFG_CMD"), Some(&"echo 'test'".to_string()));
     }
 }
diff --git a/workshop-baker/src/finalize/stage/hook.rs b/workshop-baker/src/finalize/stage/hook.rs
index ebcf368..53a032b 100644
--- a/workshop-baker/src/finalize/stage/hook.rs
+++ b/workshop-baker/src/finalize/stage/hook.rs
@@ -49,7 +49,7 @@ pub async fn hook(
                 log::error!("Plugin hook {} failed: {:?}", index, e);
                 ExecutionError::ExecutionFailed(e.to_string())
             })?;
-            return Ok(());
+            continue;
         }
         let deltactx = DeltaExecutionContext {
             working_dir: hook_cmd.working_dir.as_ref().map(PathBuf::from),
diff --git a/workshop-baker/src/prebake/AGENTS.md b/workshop-baker/src/prebake/AGENTS.md
new file mode 100644
index 0000000..0fa6f98
--- /dev/null
+++ b/workshop-baker/src/prebake/AGENTS.md
@@ -0,0 +1,51 @@
+# workshop-baker/src/prebake
+
+**Generated:** 2026-04-22
+**Commit:** 7b3b71a
+
+Build environment setup: bootstrap, dependencies, security, hooks.
+
+## STRUCTURE
+
+```
+prebake/
+├── config.rs          # PrebakeConfig YAML schema (environment, deps, cache)
+├── stage.rs           # PrebakeStage enum (Bootstrap→Ready ordering)
+├── stage/
+│   ├── bootstrap.rs   # User creation (vulcan), sudo/doas setup
+│   ├── environment.rs # Env var injection
+│   ├── depssystem.rs  # System package installation
+│   ├── depsuser.rs    # User package installation (cargo, npm, etc.)
+│   └── hook.rs        # Hook execution (pre/post stage)
+├── env/               # Environment providers
+│   ├── mod.rs         # EnvProvider trait
+│   ├── container.rs   # Docker/container support
+│   ├── firecracker.rs # Firecracker microVM
+│   ├── baremetal.rs   # Direct host execution
+│   └── custom.rs      # Custom env (todo!())
+├── security.rs        # Privilege dropping (unsafe libc calls)
+└── event.rs           # Event logging
+```
+
+## WHERE TO LOOK
+
+| Task | Location |
+|------|----------|
+| Config loading | `config.rs:PrebakeConfig::from_yaml()` |
+| Stage ordering | `stage.rs:PrebakeStage` enum |
+| User setup | `stage/bootstrap.rs` - vulcan user creation |
+| Security | `security.rs:72` - privilege dropping |
+| Hooks | `stage/hook.rs` - pre/post stage hooks |
+
+## CONVENTIONS
+
+- **PrebakeStage**: Ordered enum (Bootstrap→DepsSystem→DepsUser→Environment→Hooks→Ready)
+- **ExecutionContext**: Carries task_id, username, env_vars through all stages
+- **Target User**: "vulcan" (hardcoded in bootstrap.rs:6-24)
+
+## ANTI-PATTERNS
+
+1. **Hardcoded user** — "vulcan" username hardcoded throughout
+2. **Unsafe blocks** — `security.rs` has 5+ unsafe libc calls
+3. **Incomplete** — custom.rs and apt.rs have `todo!()` stubs
+4. **doas.conf** — bootstrap.rs:183: "We do not know how to write doas.conf lol"
diff --git a/workshop-builder-native/Cargo.lock b/workshop-builder-native/Cargo.lock
deleted file mode 100644
index 8299c3e..0000000
--- a/workshop-builder-native/Cargo.lock
+++ /dev/null
@@ -1,7 +0,0 @@
-# This file is automatically @generated by Cargo.
-# It is not intended for manual editing.
-version = 4
-
-[[package]]
-name = "workshop-builder-native"
-version = "0.1.0"
diff --git a/workshop-builder-native/Cargo.toml b/workshop-builder-native/Cargo.toml
deleted file mode 100644
index 10b6550..0000000
--- a/workshop-builder-native/Cargo.toml
+++ /dev/null
@@ -1,6 +0,0 @@
-[package]
-name = "workshop-builder-native"
-version = "0.1.0"
-edition = "2024"
-
-[dependencies]
diff --git a/workshop-builder-native/src/error.rs b/workshop-builder-native/src/error.rs
deleted file mode 100644
index e9d3c33..0000000
--- a/workshop-builder-native/src/error.rs
+++ /dev/null
@@ -1,36 +0,0 @@
-// src/executors/error.rs
-use std::io;
-use thiserror::Error;
-
-#[derive(Debug, Error)]
-pub enum ExecutionError {
-    #[error("I/O error: {0}")]
-    IoError(String),
-
-    #[error("YAML parse error: {0}")]
-    YamlParseError(String),
-
-    #[error("Command execution error: {0}")]
-    CommandExecutionError(String),
-
-    #[error("Unsupported platform: {0}")]
-    UnsupportedPlatform(String),
-
-    #[error("Template error: {0}")]
-    TemplateError(#[from] crate::services::template_engine::TemplateError),
-
-    #[error("Environment error: {0}")]
-    EnvironmentError(#[from] crate::services::environment_manager::EnvironmentError),
-}
-
-impl From<io::Error> for ExecutionError {
-    fn from(error: io::Error) -> Self {
-        ExecutionError::IoError(error.to_string())
-    }
-}
-
-impl From<serde_yaml::Error> for ExecutionError {
-    fn from(error: serde_yaml::Error) -> Self {
-        ExecutionError::YamlParseError(error.to_string())
-    }
-}
diff --git a/workshop-builder-native/src/main.rs b/workshop-builder-native/src/main.rs
deleted file mode 100644
index e7a11a9..0000000
--- a/workshop-builder-native/src/main.rs
+++ /dev/null
@@ -1,3 +0,0 @@
-fn main() {
-    println!("Hello, world!");
-}
diff --git a/workshop-cert/src/AGENTS.md b/workshop-cert/src/AGENTS.md
new file mode 100644
index 0000000..e0122d1
--- /dev/null
+++ b/workshop-cert/src/AGENTS.md
@@ -0,0 +1,49 @@
+# workshop-cert/src
+
+**Generated:** 2026-04-22
+**Commit:** 7b3b71a
+
+TLS certificate generator (CA, server, client certificates).
+
+## STRUCTURE
+
+```
+src/
+├── main.rs      # CLI entry (gen-ca, gen-server, gen-client, gen-all)
+├── lib.rs       # Library exports
+├── generator.rs # Certificate generation logic
+└── config.rs    # Certificate config from cert.toml
+```
+
+## WHERE TO LOOK
+
+| Task | Location |
+|------|----------|
+| CLI commands | `main.rs:144` - 4 subcommands |
+| Cert generation | `generator.rs` - rcgen-based |
+| Config loading | `config.rs` - cert.toml parser |
+
+## BINARY
+
+```bash
+workshop_certgen gen-ca      # Generate CA cert/key
+workshop_certgen gen-server  # Generate server cert
+workshop_certgen gen-client  # Generate client cert
+workshop_certgen gen-all     # Generate all
+```
+
+## ANTI-PATTERNS
+
+**CRITICAL**: `certs/` directory contains private keys in source:
+- `ca-key.pem` - CA private key
+- `server-key.pem` - Server private key
+
+These should be gitignored and generated at deploy time.
+
+## CONFIG
+
+`cert.toml` defines:
+- CA validity: 10 years
+- Server/client validity: 1 year
+- Subject fields (CN, O, OU)
+- Key algorithm (Ed25519)
diff --git a/workshop-helper-mac/Cargo.lock b/workshop-helper-mac/Cargo.lock
deleted file mode 100644
index d73e199..0000000
--- a/workshop-helper-mac/Cargo.lock
+++ /dev/null
@@ -1,169 +0,0 @@
-# This file is automatically @generated by Cargo.
-# It is not intended for manual editing.
-version = 4
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-
-[[package]]
-name = "workshop-helper-mac"
-version = "0.1.0"
-dependencies = [
- "if-addrs",
- "macaddr",
- "route-rs",
- "thiserror",
-]
diff --git a/workshop-helper-mac/Cargo.toml b/workshop-helper-mac/Cargo.toml
deleted file mode 100644
index f42fef7..0000000
--- a/workshop-helper-mac/Cargo.toml
+++ /dev/null
@@ -1,10 +0,0 @@
-[package]
-name = "workshop-helper-mac"
-version = "0.1.0"
-edition = "2024"
-
-[dependencies]
-if-addrs = "0.14.0"
-macaddr = "1.0.1"
-route-rs = "0.1.0"
-thiserror = "2.0.17"
diff --git a/workshop-helper-mac/src/main.rs b/workshop-helper-mac/src/main.rs
deleted file mode 100644
index d64bb89..0000000
--- a/workshop-helper-mac/src/main.rs
+++ /dev/null
@@ -1,69 +0,0 @@
-use if_addrs::IfAddr;
-use macaddr::MacAddr;
-use std::net::IpAddr;
-use thiserror::Error;
-
-// 定义一个自定义的错误类型，让错误处理更优雅
-#[derive(Error, Debug)]
-enum MainMacError {
-    #[error("无法获取网络接口列表: {0}")]
-    IfAddrsError(#[from] if_addrs::Error),
-    
-    #[error("无法获取路由信息: {0}")]
-    RouteError(#[from] route_rs::Error),
-    
-    #[error("未找到默认路由")]
-    NoDefaultRoute,
-    
-    #[error("默认路由对应的接口 '{0}' 未在接口列表中找到")]
-    InterfaceNotFound(String),
-    
-    #[error("接口 '{0}' 没有 MAC 地址")]
-    NoMacAddress(String),
-    
-    #[error("找到的主网卡 '{0}' 是虚拟接口，已跳过")]
-    VirtualInterface(String),
-}
-
-/// 检查接口名称是否暗示它是一个虚拟接口
-fn is_virtual_interface(name: &str) -> bool {
-    let virtual_patterns = ["tun", "tap", "virbr", "veth", "lo"];
-    virtual_patterns.iter().any(|&pat| name.contains(pat))
-}
-
-/// 寻找并返回主网卡的 MAC 地址
-fn find_main_mac_address() -> Result<MacAddr, MainMacError> {
-    // 步骤 1: 获取默认路由，以确定主网卡的名称
-    let default_route = route_rs::get_default_route()?;
-    let iface_name = default_route.interface_name().ok_or(MainMacError::NoDefaultRoute)?;
-    println!("默认路由所在的接口名称: '{}'", iface_name);
-
-    // 步骤 2: 检查是否为虚拟接口
-    if is_virtual_interface(iface_name) {
-        return Err(MainMacError::VirtualInterface(iface_name.to_string()));
-    }
-
-    // 步骤 3: 获取所有网络接口的详细信息
-    let if_addrs = if_addrs::get_if_addrs()?;
-
-    // 步骤 4: 遍历接口列表，找到与默认路由接口名匹配的接口
-    for if_addr in if_addrs {
-        if if_addr.name == iface_name {
-            // 找到了匹配的接口，提取其 MAC 地址
-            return if_addr.mac_addr.ok_or_else(|| MainMacError::NoMacAddress(iface_name.to_string()));
-        }
-    }
-
-    // 如果循环结束都没有找到，说明出了问题
-    Err(MainMacError::InterfaceNotFound(iface_name.to_string()))
-}
-
-fn main() {
-    println!("正在寻找主网卡的 MAC 地址...");
-
-    match find_main_mac_address() {
-        Ok(mac) => println!("成功找到主网卡 MAC 地址: {}", mac),
-        Err(e) => eprintln!("失败: {}", e),
-    }
-}
-
diff --git a/workshop-llm-detector/.gitignore b/workshop-llm-detector/.gitignore
deleted file mode 100644
index eb5a316..0000000
--- a/workshop-llm-detector/.gitignore
+++ /dev/null
@@ -1 +0,0 @@
-target
diff --git a/workshop-llm-detector/Cargo.lock b/workshop-llm-detector/Cargo.lock
deleted file mode 100644
index 4b8fff0..0000000
--- a/workshop-llm-detector/Cargo.lock
+++ /dev/null
@@ -1,2045 +0,0 @@
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-checksum = "eadce39539ca5cb3985590102671f2567e659fca9666581ad3411d59207951f3"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
-]
diff --git a/workshop-llm-detector/Cargo.toml b/workshop-llm-detector/Cargo.toml
deleted file mode 100644
index 210596a..0000000
--- a/workshop-llm-detector/Cargo.toml
+++ /dev/null
@@ -1,25 +0,0 @@
-[package]
-name = "workshop-llm-detector"
-version = "0.1.0"
-edition = "2024"
-
-[[bin]]
-name = "workshop-llm-detector"
-path = "src/main.rs"
-
-[lib]
-name = "workshop_llm_detector"
-path = "src/lib.rs"
-
-[dependencies]
-anyhow = "1.0.100"
-async-trait = "0.1.89"
-clap = { version = "4.5.51", features = ["derive"] }
-log = "0.4.28"
-ollama-rs = "0.3.2"
-openai_api_rust = "0.1.9"
-reqwest = { version = "0.12.24", features = ["json"] }
-serde = { version = "1.0.228", features = ["derive"] }
-serde_yaml = "0.9.34"
-thiserror = "2.0.17"
-tokio = { version = "1.48.0", features = ["full"] }
diff --git a/workshop-llm-detector/cookbooks/Rust.cookbook.yaml b/workshop-llm-detector/cookbooks/Rust.cookbook.yaml
deleted file mode 100644
index 08d5428..0000000
--- a/workshop-llm-detector/cookbooks/Rust.cookbook.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
-name: "Rust"
-project_types:
-  - "rust"
-  - "cargo"
-install_path: "/install"
-artifacts:
-  - "/install/bin/*"
-  - "/install/lib/*.so"
-  - "/install/lib/*.a"
-  - "/target/release/*"
-dependencies:
-  deb:
-    - "build-essential"
-    - "curl"
-    - "pkg-config"
-    - "libssl-dev"
-  rpm:
-    - "gcc"
-    - "gcc-c++"
-    - "curl"
-    - "openssl-devel"
-  pacman:
-    - "base-devel"
-    - "curl"
-    - "openssl"
-environment:
-  RUSTUP_DIST_SERVER: "https://static.rust-lang.org"
-  CARGO_HOME: "/usr/local/cargo"
-  RUSTUP_HOME: "/usr/local/rustup"
diff --git a/workshop-llm-detector/cookbooks/make.cookbook.yaml b/workshop-llm-detector/cookbooks/make.cookbook.yaml
deleted file mode 100644
index aafe2f5..0000000
--- a/workshop-llm-detector/cookbooks/make.cookbook.yaml
+++ /dev/null
@@ -1,24 +0,0 @@
-name: "make"
-project_types:
-  - "make"
-  - "makefile"
-install_path: "/install"
-artifacts:
-  - "/install/*"
-dependencies:
-  deb:
-    - "build-essential"
-    - "curl"
-    - "pkg-config"
-    - "libssl-dev"
-  rpm:
-    - "gcc"
-    - "gcc-c++"
-    - "curl"
-    - "openssl-devel"
-  pacman:
-    - "base-devel"
-    - "curl"
-    - "openssl"
-environment:
-  NONE: "none"
diff --git a/workshop-llm-detector/src/AGENTS.md b/workshop-llm-detector/src/AGENTS.md
deleted file mode 100644
index 9b396f6..0000000
--- a/workshop-llm-detector/src/AGENTS.md
+++ /dev/null
@@ -1,40 +0,0 @@
-# workshop-llm-detector
-
-## OVERVIEW
-
-LLM-powered repository analyzer that generates pipeline configurations by combining AI analysis with language-specific cookbook templates.
-
-## STRUCTURE
-
-```
-src/
-├── llm/               # LLM client abstraction
-│   ├── client.rs      # LLMClient trait (async_trait)
-│   ├── ollama.rs      # OllamaClient implementation
-│   └── openai.rs      # OpenAIClient implementation
-├── cookbook/          # Language-specific build configs
-│   └── mod.rs         # CookbookManager + Cookbook struct
-├── llm_output.rs      # LLMOutput parsed response struct
-└── lib.rs             # CICDLLMHelper entry point
-```
-
-## WHERE TO LOOK
-
-| Symbol | Type | Location | Role |
-|--------|------|----------|------|
-| CICDLLMHelper | struct | lib.rs:16 | Main entry point; analyze_repository() orchestrates LLM + cookbook merge |
-| LLMClient | trait | llm/client.rs:5 | Async trait for generate(prompt) -> Result<String> |
-| OllamaClient | struct | llm/ollama.rs:8 | Ollama local LLM adapter |
-| OpenAIClient | struct | llm/openai.rs:8 | OpenAI API adapter |
-| CookbookManager | struct | cookbook/mod.rs:26 | Loads .cookbook YAML files; get_cookbook(project_type) |
-| Cookbook | struct | cookbook/mod.rs:7 | Language-specific deps, env, artifacts template |
-| LLMOutput | struct | llm_output.rs:5 | Parsed YAML from LLM (project_type, dependencies, build_steps, artifacts) |
-| AnalysisResult | struct | lib.rs:157 | Merged LLM + cookbook output |
-
-## CONVENTIONS
-
-- **Async trait**: Uses `async_trait::async_trait` macro (not native async fn in traits)
-- **Cookbook files**: `*.cookbook.yaml` in cookbook directory; maps project_type -> Cookbook
-- **LLM prompt**: Builds YAML requiring project_type, dependencies, build_steps, artifacts, environment fields
-- **Output templates**: Writes prebake.tmpl.yaml, finalize.tmpl.yaml, build.sh via serde_yaml
-- **Error handling**: thiserror for CookbookError, anyhow for runtime errors
diff --git a/workshop-llm-detector/src/cookbook/mod.rs b/workshop-llm-detector/src/cookbook/mod.rs
deleted file mode 100644
index ab5d3ce..0000000
--- a/workshop-llm-detector/src/cookbook/mod.rs
+++ /dev/null
@@ -1,62 +0,0 @@
-use serde::{Deserialize, Serialize};
-use std::collections::HashMap;
-use std::fs;
-use std::path::Path;
-
-#[derive(Debug, Clone, Serialize, Deserialize)]
-pub struct Cookbook {
-    pub name: String,
-    pub project_types: Vec<String>,
-    pub install_path: String,
-    pub artifacts: Vec<String>,
-    pub dependencies: HashMap<String, Vec<String>>, // key: package_type (deb, rpm, etc.)
-    pub environment: HashMap<String, String>,
-}
-
-#[derive(Debug, thiserror::Error)]
-pub enum CookbookError {
-    #[error("IO error: {0}")]
-    Io(#[from] std::io::Error),
-    #[error("YAML error: {0}")]
-    Yaml(#[from] serde_yaml::Error),
-    #[error("Cookbook not found for project type: {0}")]
-    NotFound(String),
-}
-
-pub struct CookbookManager {
-    cookbooks: HashMap<String, Cookbook>,
-}
-
-impl CookbookManager {
-    pub fn load_from_dir<P: AsRef<Path>>(dir: P) -> Result<Self, CookbookError> {
-        let mut cookbooks = HashMap::new();
-
-        let entries = fs::read_dir(dir)?;
-        for entry in entries {
-            let entry = entry?;
-            let path = entry.path();
-
-            if path.extension().map_or(false, |ext| ext == "yaml" || ext == "yml") {
-                if let Some(file_name) = path.file_stem().and_then(|s| s.to_str()) {
-                    if file_name.ends_with(".cookbook") {
-                        let content = fs::read_to_string(&path)?;
-                        let cookbook: Cookbook = serde_yaml::from_str(&content)?;
-
-                        // Register all project types for this cookbook
-                        for project_type in &cookbook.project_types {
-                            cookbooks.insert(project_type.clone(), cookbook.clone());
-                        }
-                    }
-                }
-            }
-        }
-
-        Ok(CookbookManager { cookbooks })
-    }
-
-    pub fn get_cookbook(&self, project_type: &str) -> Result<&Cookbook, CookbookError> {
-        self.cookbooks
-            .get(project_type)
-            .ok_or_else(|| CookbookError::NotFound(project_type.to_string()))
-    }
-}
diff --git a/workshop-llm-detector/src/lib.rs b/workshop-llm-detector/src/lib.rs
deleted file mode 100644
index 2402ae9..0000000
--- a/workshop-llm-detector/src/lib.rs
+++ /dev/null
@@ -1,175 +0,0 @@
-mod cookbook;
-mod llm;
-mod llm_output;
-
-pub use cookbook::{Cookbook, CookbookManager, CookbookError};
-pub use llm::{LLMClient, ollama::OllamaClient, openai::OpenAIClient};
-pub use llm_output::LLMOutput;
-use serde::Serialize;
-
-use std::collections::HashMap;
-use std::fs;
-use std::path::Path;
-use anyhow::Result;
-use serde_yaml;
-
-pub struct CICDLLMHelper {
-    cookbook_manager: CookbookManager,
-}
-
-impl CICDLLMHelper {
-    pub fn new(cookbook_dir: &str) -> Result<Self, CookbookError> {
-        let cookbook_manager = CookbookManager::load_from_dir(cookbook_dir)?;
-        Ok(Self { cookbook_manager })
-    }
-
-    pub async fn analyze_repository(
-        &self,
-        repository_path: &str,
-        additional_files: &[String],
-        llm_client: &dyn LLMClient,
-        package_type: &str,
-    ) -> Result<AnalysisResult> {
-        // Read README.md
-        let readme_path = Path::new(repository_path).join("README.md");
-        let readme_content = fs::read_to_string(&readme_path)
-            .unwrap_or_else(|_| "No README.md found".to_string());
-
-        // Read additional files
-        let mut file_contents = Vec::new();
-        for file in additional_files {
-            let file_path = Path::new(repository_path).join(file);
-            if let Ok(content) = fs::read_to_string(&file_path) {
-                file_contents.push(format!("File: {}\n{}\n", file, content));
-            }
-        }
-
-        // Prepare prompt for LLM
-        let prompt = self.build_prompt(&readme_content, &file_contents, package_type);
-
-        // Get LLM response
-        let llm_response = llm_client.generate(&prompt).await?;
-
-        println!("LLM Response: {}", llm_response);
-
-        // Parse LLM output
-        let llm_output: LLMOutput = serde_yaml::from_str(&llm_response)
-            .map_err(|e| anyhow::anyhow!("Failed to parse LLM output: {}", e))?;
-
-        // Get cookbook for project type
-        let cookbook = self.cookbook_manager.get_cookbook(&llm_output.project_type)?;
-
-        // Merge cookbook and LLM output
-        let result = self.merge_outputs(&llm_output, cookbook, package_type);
-
-        Ok(result)
-    }
-
-    fn build_prompt(&self, readme_content: &str, file_contents: &[String], package_type: &str) -> String {
-        format!(
-            r#"Analyze the following repository files and determine the build configuration.
-
-README.md:
-{}
-
-Additional files:
-{}
-
-Please provide the analysis in YAML format with the following structure:
-project_type: <string>
-dependencies: <list of package names for {package_type} packages>
-build_steps: <list of shell commands>
-artifacts: <list of artifact paths, use /install as base directory>
-environment: <key-value pairs for environment variables>
-other: <any other relevant information>
-
-Focus on identifying:
-1. The project type (e.g., rust, python, nodejs, cmake, make, etc.)
-2. Dependencies needed for building (as {package_type} packages)
-3. Build steps as shell commands
-4. Artifact paths (output files, typically in /install)
-5. Environment variables needed for building
-
-Output only valid YAML, no additional text and remove '```' in output(output as plain text)."#,
-            readme_content,
-            file_contents.join("\n"),
-            package_type = package_type
-        )
-    }
-
-    fn merge_outputs(&self, llm_output: &LLMOutput, cookbook: &Cookbook, package_type: &str) -> AnalysisResult {
-        // Merge dependencies
-        let cookbook_deps = cookbook.dependencies.get(package_type)
-            .cloned()
-            .unwrap_or_default();
-        let mut all_dependencies = cookbook_deps;
-        all_dependencies.extend_from_slice(&llm_output.dependencies);
-        all_dependencies.sort();
-        all_dependencies.dedup();
-
-        // Merge environment variables
-        let mut all_environment = cookbook.environment.clone();
-        for (key, value) in &llm_output.environment {
-            all_environment.insert(key.clone(), value.clone());
-        }
-
-        // Merge artifacts
-        let mut all_artifacts = cookbook.artifacts.clone();
-        all_artifacts.extend_from_slice(&llm_output.artifacts);
-        all_artifacts.sort();
-        all_artifacts.dedup();
-
-        AnalysisResult {
-            dependencies: all_dependencies,
-            build_steps: llm_output.build_steps.clone(),
-            artifacts: all_artifacts,
-            environment: all_environment,
-            project_type: llm_output.project_type.clone(),
-            other: llm_output.other.clone(),
-        }
-    }
-
-    pub fn write_output_files(&self, result: &AnalysisResult, output_dir: &str) -> Result<()> {
-        let output_path = Path::new(output_dir);
-
-        // Write prebake.tmpl.yaml
-        let prebake_content = serde_yaml::to_string(&PrebakeTemplate {
-            dependencies: &result.dependencies,
-            environment: &result.environment,
-        })?;
-        fs::write(output_path.join("prebake.tmpl.yaml"), prebake_content)?;
-
-        // Write finalize.tmpl.yaml
-        let finalize_content = serde_yaml::to_string(&FinalizeTemplate {
-            artifacts: &result.artifacts,
-        })?;
-        fs::write(output_path.join("finalize.tmpl.yaml"), finalize_content)?;
-
-        // Write build.sh
-        let build_script = result.build_steps.join("\n");
-        fs::write(output_path.join("build.sh"), build_script)?;
-
-        Ok(())
-    }
-}
-
-#[derive(Debug, Clone)]
-pub struct AnalysisResult {
-    pub dependencies: Vec<String>,
-    pub build_steps: Vec<String>,
-    pub artifacts: Vec<String>,
-    pub environment: HashMap<String, String>,
-    pub project_type: String,
-    pub other: HashMap<String, serde_yaml::Value>,
-}
-
-#[derive(Serialize)]
-struct PrebakeTemplate<'a> {
-    dependencies: &'a Vec<String>,
-    environment: &'a HashMap<String, String>,
-}
-
-#[derive(Serialize)]
-struct FinalizeTemplate<'a> {
-    artifacts: &'a Vec<String>,
-}
diff --git a/workshop-llm-detector/src/llm/client.rs b/workshop-llm-detector/src/llm/client.rs
deleted file mode 100644
index b625008..0000000
--- a/workshop-llm-detector/src/llm/client.rs
+++ /dev/null
@@ -1,7 +0,0 @@
-use async_trait::async_trait;
-use anyhow::Result;
-
-#[async_trait]
-pub trait LLMClient {
-    async fn generate(&self, prompt: &str) -> Result<String>;
-}
diff --git a/workshop-llm-detector/src/llm/mod.rs b/workshop-llm-detector/src/llm/mod.rs
deleted file mode 100644
index 2766f5e..0000000
--- a/workshop-llm-detector/src/llm/mod.rs
+++ /dev/null
@@ -1,6 +0,0 @@
-mod client;
-
-pub use client::LLMClient;
-
-pub mod ollama;
-pub mod openai;
diff --git a/workshop-llm-detector/src/llm/ollama.rs b/workshop-llm-detector/src/llm/ollama.rs
deleted file mode 100644
index f03e475..0000000
--- a/workshop-llm-detector/src/llm/ollama.rs
+++ /dev/null
@@ -1,27 +0,0 @@
-use async_trait::async_trait;
-use anyhow::Result;
-use ollama_rs::generation::completion::request::GenerationRequest;
-use ollama_rs::Ollama;
-
-use super::LLMClient;
-
-pub struct OllamaClient {
-    client: Ollama,
-    model: String,
-}
-
-impl OllamaClient {
-    pub fn new(url: String, model: String) -> Self {
-        let client = Ollama::new(url, 11434);
-        Self { client, model }
-    }
-}
-
-#[async_trait]
-impl LLMClient for OllamaClient {
-    async fn generate(&self, prompt: &str) -> Result<String> {
-        let request = GenerationRequest::new(self.model.clone(), prompt.to_string());
-        let response = self.client.generate(request).await?;
-        Ok(response.response)
-    }
-}
diff --git a/workshop-llm-detector/src/llm/openai.rs b/workshop-llm-detector/src/llm/openai.rs
deleted file mode 100644
index 65d1435..0000000
--- a/workshop-llm-detector/src/llm/openai.rs
+++ /dev/null
@@ -1,56 +0,0 @@
-use async_trait::async_trait;
-use anyhow::Result;
-use openai_api_rust::*;
-use openai_api_rust::chat::*;
-
-use super::LLMClient;
-
-pub struct OpenAIClient {
-    client: OpenAI,
-    model: String,
-}
-
-impl OpenAIClient {
-    pub fn new(api_key: String, base_url: Option<String>, model: String) -> Self {
-        let auth = Auth::new(api_key.as_str());
-        let client = if let Some(url) = base_url {
-            OpenAI::new(auth, url.as_str())
-        } else {
-            OpenAI::new(auth, "https://api.openai.com/v1/")
-        };
-        Self { client, model }
-    }
-}
-
-#[async_trait]
-impl LLMClient for OpenAIClient {
-    async fn generate(&self, prompt: &str) -> Result<String> {
-        let message = Message {
-            role: Role::User,
-            content: prompt.to_string(),
-        };
-
-        let body = ChatBody {
-            model: self.model.clone(),
-            messages: vec![message],
-            max_tokens: Some(2048),
-            temperature: Some(0.1),
-            top_p: Some(0.1),
-            n: Some(1),
-            stream: Some(false),
-            stop: None,
-            presence_penalty: None,
-            frequency_penalty: None,
-            logit_bias: None,
-            user: None,
-        };
-
-        let response = self.client.chat_completion_create(&body).unwrap();
-
-        if let Some(choice) = response.choices.first() {
-            Ok(choice.message.as_ref().unwrap().content.clone())
-        } else {
-            anyhow::bail!("No response from OpenAI")
-        }
-    }
-}
diff --git a/workshop-llm-detector/src/llm_output.rs b/workshop-llm-detector/src/llm_output.rs
deleted file mode 100644
index 4c5938c..0000000
--- a/workshop-llm-detector/src/llm_output.rs
+++ /dev/null
@@ -1,13 +0,0 @@
-use serde::{Deserialize, Serialize};
-use std::collections::HashMap;
-
-#[derive(Debug, Clone, Serialize, Deserialize)]
-pub struct LLMOutput {
-    pub project_type: String,
-    pub dependencies: Vec<String>,
-    pub build_steps: Vec<String>,
-    pub artifacts: Vec<String>,
-    pub environment: HashMap<String, String>,
-    #[serde(flatten)]
-    pub other: HashMap<String, serde_yaml::Value>,
-}
diff --git a/workshop-llm-detector/src/main.rs b/workshop-llm-detector/src/main.rs
deleted file mode 100644
index 8b97f11..0000000
--- a/workshop-llm-detector/src/main.rs
+++ /dev/null
@@ -1,87 +0,0 @@
-use clap::Parser;
-use log::error;
-use workshop_llm_detector::{CICDLLMHelper, LLMClient, OllamaClient, OpenAIClient};
-// use std::path::Path;
-use anyhow::Result;
-
-#[derive(Parser)]
-#[command(name = "workshop-llm-detector")]
-#[command(about = "LLM helper for analyzing repositories")]
-struct Cli {
-    /// Repository path to analyze
-    repository_path: String,
-
-    /// Additional files to read (comma separated)
-    #[arg(short, long, value_delimiter = ',')]
-    files: Vec<String>,
-
-    /// LLM Provider
-    #[arg(long, default_value = "openai")]
-    provider: String,
-
-    /// Model to use
-    #[arg(long)]
-    model: String,
-
-    /// Model API URL
-    #[arg(long)]
-    model_url: Option<String>,
-
-    /// Package type for dependencies
-    #[arg(long, default_value = "deb")]
-    package_type: String,
-
-    /// Cookbook directory
-    #[arg(long, default_value = "cookbook")]
-    cookbook_dir: String,
-
-    /// Output directory
-    #[arg(short, long, default_value = ".")]
-    output_dir: String,
-}
-
-#[tokio::main]
-async fn main() -> Result<()> {
-    let args = Cli::parse();
-
-    // Initialize cookbook manager
-    let helper = CICDLLMHelper::new(&args.cookbook_dir)?;
-
-    // Initialize LLM client
-    let llm_client: Box<dyn LLMClient> = match args.provider.as_str() {
-        "openai" => {
-            let api_key = std::env::var("OPENAI_API_KEY")
-                .expect("OPENAI_API_KEY environment variable must be set");
-            let base_url = args.model_url.clone();
-            Box::new(OpenAIClient::new(api_key, base_url, args.model))
-        }
-        "ollama" => {
-            let url = args.model_url.unwrap_or_else(|| "http://localhost:11434".to_string());
-            Box::new(OllamaClient::new(url, args.model))
-        }
-        _ => {
-            error!("Unsupported provider: {}", args.provider);
-            std::process::exit(1);
-        }
-    };
-
-    // Analyze repository
-    let result = helper.analyze_repository(
-        &args.repository_path,
-        &args.files,
-        &*llm_client,
-        &args.package_type,
-    ).await?;
-
-    println!("Analysis completed for project type: {}", result.project_type);
-    println!("Found {} dependencies", result.dependencies.len());
-    println!("Generated {} build steps", result.build_steps.len());
-    println!("Identified {} artifacts", result.artifacts.len());
-
-    // Write output files
-    helper.write_output_files(&result, &args.output_dir)?;
-
-    println!("Output files written to {}", args.output_dir);
-
-    Ok(())
-}
diff --git a/workshop-vault/src/AGENTS.md b/workshop-vault/src/AGENTS.md
new file mode 100644
index 0000000..a7bdf48
--- /dev/null
+++ b/workshop-vault/src/AGENTS.md
@@ -0,0 +1,42 @@
+# workshop-vault/src
+
+**Generated:** 2026-04-22
+**Commit:** 7b3b71a
+
+Secret management client for HashiCorp Vault.
+
+## STRUCTURE
+
+```
+src/
+├── lib.rs              # Library entry, re-exports
+├── client.rs           # WorkshopSecretManager client
+├── rusty_vault_client.rs # RustyVault adapter
+├── models.rs           # Secret, SecretEngine structs
+├── error.rs            # VaultError enum
+└── examples/usage.rs   # Usage examples
+```
+
+## WHERE TO LOOK
+
+| Symbol | Type | Location | Purpose |
+|--------|------|----------|---------|
+| create_vault_client | fn | lib.rs:45 | Create client from config |
+| create_vault_client_from_env | fn | lib.rs:60 | Create from env vars |
+| WorkshopSecretManager | struct | client.rs:16 | Main client |
+| Secret | struct | models.rs:5 | Secret data |
+| VaultError | enum | error.rs:8 | Error types |
+
+## CONVENTIONS
+
+- **Library only**: No main.rs, only lib.rs
+- **Adapter pattern**: rusty_vault_client.rs wraps rusty_vault crate
+- **Error handling**: thiserror for VaultError
+- **Async**: All operations async via rusty_vault
+
+## DEPENDENCIES
+
+- `rusty_vault` - Vault client library
+- `async-trait` - Async trait support
+- `tokio` - Async runtime
+- `serde` - Serialization