Update botserver submodule for HTML rendering fix

Update submodules with HTML buffering and rendering fixes
Update botui submodule
2026-04-14 14:39:22 -03:00 · 2026-04-14 14:24:58 -03:00 · 2026-04-14 14:20:25 -03:00 · 2026-04-14 14:06:13 -03:00 · 2026-04-14 14:02:47 -03:00 · 2026-04-14 13:43:20 -03:00
49 changed files with 14591 additions and 1208 deletions
--- a/.cargo/config.toml
+++ b/.cargo/config.toml
@ -1,5 +1,5 @@
 [build]
-rustc-wrapper = "sccache"
+# rustc-wrapper = "sccache"

 [target.x86_64-unknown-linux-gnu]
 linker = "clang"
--- a/.env.example
+++ b/.env.example
@ -0,0 +1,8 @@
+# General Bots Environment Configuration
+# Copy this file to .env and fill in values
+# NEVER commit .env to version control
+
+# Vault connection
+VAULT_ADDR=https://127.0.0.1:8200
+VAULT_TOKEN=<your-vault-token-here>
+VAULT_CACERT=./botserver-stack/vault/certs/ca.crt
--- a/.forgejo/workflows/botserver.yaml
+++ b/.forgejo/workflows/botserver.yaml
@ -1,94 +0,0 @@
-name: BotServer CI
-
-on:
-  push:
-    branches: ["main"]
-  pull_request:
-    branches: ["main"]
-
-env:
-  CARGO_BUILD_JOBS: 4
-  CARGO_NET_RETRY: 10
-
-jobs:
-  build:
-    runs-on: gbo
-
-    steps:
-      - name: Disable SSL verification
-        run: git config --global http.sslVerify false
-
-      - name: Checkout BotServer Code
-        uses: actions/checkout@v4
-        with:
-          path: botserver
-
-      - name: Setup Workspace
-        run: |
-          git clone --depth 1 --branch main https://alm.pragmatismo.com.br/GeneralBots/gb.git workspace
-          cd workspace
-          git submodule update --init --depth 1 botlib
-          
-          # Remove all members except botserver and botlib from workspace
-          sed -i '/"botapp",/d' Cargo.toml
-          sed -i '/"botdevice",/d' Cargo.toml
-          sed -i '/"bottest",/d' Cargo.toml
-          sed -i '/"botui",/d' Cargo.toml
-          sed -i '/"botbook",/d' Cargo.toml
-          sed -i '/"botmodels",/d' Cargo.toml
-          sed -i '/"botplugin",/d' Cargo.toml
-          sed -i '/"bottemplates",/d' Cargo.toml
-          
-          cd ..
-          rm -rf workspace/botserver
-          mv botserver workspace/botserver
-
-
-
-
-      - name: Install system dependencies
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y libpq-dev libssl-dev liblzma-dev pkg-config
-
-      - name: Install Rust
-        run: |
-          curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y --default-toolchain stable --profile minimal
-          echo "$HOME/.cargo/bin" >> $GITHUB_PATH
-
-      - name: Install sccache
-        run: |
-          wget https://github.com/mozilla/sccache/releases/download/v0.8.2/sccache-v0.8.2-x86_64-unknown-linux-musl.tar.gz
-          tar xzf sccache-v0.8.2-x86_64-unknown-linux-musl.tar.gz
-          mv sccache-v0.8.2-x86_64-unknown-linux-musl/sccache $HOME/.cargo/bin/sccache
-          chmod +x $HOME/.cargo/bin/sccache
-          echo "RUSTC_WRAPPER=sccache" >> $GITHUB_ENV
-          $HOME/.cargo/bin/sccache --start-server || true
-
-
-      - name: Setup environment
-        run: sudo cp /opt/gbo/bin/system/.env . 2>/dev/null || true
-
-      - name: Build BotServer
-        working-directory: workspace
-        run: |
-          cargo build -p botserver -j 8 2>&1 | tee /tmp/build.log
-          ls -lh target/debug/botserver
-          sccache --show-stats || true
-
-      - name: Save build log
-        if: always()
-        run: |
-          sudo mkdir -p /opt/gbo/logs
-          sudo cp /tmp/build.log /opt/gbo/logs/botserver-$(date +%Y%m%d-%H%M%S).log || true
-
-      - name: Deploy
-        working-directory: workspace
-        run: |
-          lxc exec bot:pragmatismo-system -- systemctl stop system || true
-          
-          sudo cp target/debug/botserver /opt/gbo/bin/system/
-          sudo chmod +x /opt/gbo/bin/system/botserver
-          
-          lxc exec bot:pragmatismo-system -- systemctl start system || true
-          
--- a/.gitignore
+++ b/.gitignore
@ -2,11 +2,17 @@
 target/
 *.out
 bin/
-
+*.png
+*.jpg
 # Logs
 *.log
 *logfile*
 *-log*
+.vscode
+.zed
+.gemini
+.claude
+

 # Temporary files
 .tmp*
@ -24,19 +30,23 @@ work/

 # Documentation build
 docs/book
-
+.ruff_cache
+.goutputstream*
 # Installers (keep gitkeep)
 botserver-installers/*
 !botserver-installers/.gitkeep
 botserver-stack
 TODO*
 work
-
-# Lock file (regenerated from Cargo.toml)
-Cargo.lock
+.swp
+# Lock file
+# Cargo.lock (should be tracked)
 .kiro
 config

+# Data directory (contains bot configs and API keys)
+data/
+
 # Playwright
 node_modules/
 /test-results/
@ -44,4 +54,30 @@ node_modules/
 /blob-report/
 /playwright/.cache/
 /playwright/.auth/
+.playwright*
+.ruff_cache
+.opencode
 config/directory_config.json
+# CI cache bust: Fri Feb 13 22:33:51 UTC 2026
+
+# Secrets - NEVER commit these files
+vault-unseal-keys
+start-and-unseal.sh
+vault-token-*
+init.json
+*.pem
+*.key
+*.crt
+*.cert
+$null
+AppData/
+build_errors*.txt
+build_errors_utf8.txt
+check.json
+clippy*.txt
+errors.txt
+errors_utf8.txt
+
+vault-unseal-keysdefault-vault.tar
+prompts/sec-bots.md
+AGENTS-PROD.md
--- a/.gitmodules
+++ b/.gitmodules
@ -1,42 +1,43 @@
 [submodule "botapp"]
 	path = botapp
-	url = https://github.com/GeneralBots/botapp.git
+	url = ../botapp.git

 [submodule "botserver"]
 	path = botserver
-	url = https://github.com/GeneralBots/BotServer.git
+	url = ../BotServer.git

 [submodule "botlib"]
 	path = botlib
-	url = https://github.com/GeneralBots/botlib.git
+	url = ../botlib.git

 [submodule "botui"]
 	path = botui
-	url = https://github.com/GeneralBots/botui.git
+	url = ../botui.git

 [submodule "botbook"]
 	path = botbook
-	url = https://github.com/GeneralBots/botbook.git
+	url = ../botbook.git

 [submodule "bottest"]
 	path = bottest
-	url = https://github.com/GeneralBots/bottest.git
+	url = ../bottest.git

 [submodule "botdevice"]
 	path = botdevice
-	url = https://github.com/GeneralBots/botdevice.git
+	url = ../botdevice.git

 [submodule "botmodels"]
 	path = botmodels
-	url = https://github.com/GeneralBots/botmodels.git
+	url = ../botmodels.git

 [submodule "botplugin"]
 	path = botplugin
-	url = https://github.com/GeneralBots/botplugin.git
+	url = ../botplugin.git

 [submodule "bottemplates"]
 	path = bottemplates
-	url = https://github.com/GeneralBots/bottemplates.git
+	url = ../bottemplates.git
+
 [submodule ".github"]
 	path = .github
-	url = https://github.com/GeneralBots/.github.git
+	url = ../.github.git
--- a/.idea/gb.iml
+++ b/.idea/gb.iml
@ -1,9 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<module type="JAVA_MODULE" version="4">
-  <component name="NewModuleRootManager" inherit-compiler-output="true">
-    <exclude-output />
-    <content url="file://$MODULE_DIR$" />
-    <orderEntry type="inheritedJdk" />
-    <orderEntry type="sourceFolder" forTests="false" />
-  </component>
-</module>
--- a/.idea/libraries/botserver_installers.xml
+++ b/.idea/libraries/botserver_installers.xml
@ -1,10 +0,0 @@
-<component name="libraryTable">
-  <library name="botserver-installers">
-    <CLASSES>
-      <root url="jar://$PROJECT_DIR$/botserver/botserver-installers/llama-b7345-bin-ubuntu-x64.zip!/" />
-      <root url="jar://$PROJECT_DIR$/botserver/botserver-installers/vault_1.15.4_linux_amd64.zip!/" />
-    </CLASSES>
-    <JAVADOC />
-    <SOURCES />
-  </library>
-</component>
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
@ -1,6 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="ProjectRootManager" version="2">
-    <output url="file://$PROJECT_DIR$/out" />
-  </component>
-</project>
--- a/.idea/modules.xml
+++ b/.idea/modules.xml
@ -1,8 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="ProjectModuleManager">
-    <modules>
-      <module fileurl="file://$PROJECT_DIR$/.idea/gb.iml" filepath="$PROJECT_DIR$/.idea/gb.iml" />
-    </modules>
-  </component>
-</project>
--- a/.idea/vcs.xml
+++ b/.idea/vcs.xml
@ -1,6 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="VcsDirectoryMappings">
-    <mapping directory="" vcs="Git" />
-  </component>
-</project>
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@ -1,52 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project version="4">
-  <component name="ChangeListManager">
-    <list default="true" id="32fd08b0-7933-467d-9a46-1a53fd2da15c" name="Changes" comment="">
-      <change beforePath="$PROJECT_DIR$/botserver" beforeDir="false" afterPath="$PROJECT_DIR$/botserver" afterDir="false" />
-    </list>
-    <option name="SHOW_DIALOG" value="false" />
-    <option name="HIGHLIGHT_CONFLICTS" value="true" />
-    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
-    <option name="LAST_RESOLUTION" value="IGNORE" />
-  </component>
-  <component name="Git.Settings">
-    <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
-  </component>
-  <component name="ProjectColorInfo"><![CDATA[{
-  "associatedIndex": 1
-}]]></component>
-  <component name="ProjectId" id="38qdWTFkX8Nem4LzgigXpAycSN7" />
-  <component name="ProjectViewState">
-    <option name="hideEmptyMiddlePackages" value="true" />
-    <option name="showLibraryContents" value="true" />
-  </component>
-  <component name="PropertiesComponent"><![CDATA[{
-  "keyToString": {
-    "ModuleVcsDetector.initialDetectionPerformed": "true",
-    "RunOnceActivity.ShowReadmeOnStart": "true",
-    "RunOnceActivity.git.unshallow": "true",
-    "RunOnceActivity.typescript.service.memoryLimit.init": "true",
-    "git-widget-placeholder": "main",
-    "last_opened_file_path": "/home/rodriguez/src/gb",
-    "vue.rearranger.settings.migration": "true"
-  }
-}]]></component>
-  <component name="SharedIndexes">
-    <attachedChunks>
-      <set>
-        <option value="bundled-jdk-30f59d01ecdd-2fc7cc6b9a17-intellij.indexing.shared.core-IU-253.30387.90" />
-      </set>
-    </attachedChunks>
-  </component>
-  <component name="TaskManager">
-    <task active="true" id="Default" summary="Default task">
-      <changelist id="32fd08b0-7933-467d-9a46-1a53fd2da15c" name="Changes" comment="" />
-      <created>1769531070022</created>
-      <option name="number" value="Default" />
-      <option name="presentableId" value="Default" />
-      <updated>1769531070022</updated>
-      <workItem from="1769531115917" duration="176000" />
-    </task>
-    <servers />
-  </component>
-</project>
--- a/.kiro/settings/lsp.json
+++ b/.kiro/settings/lsp.json
@ -1,198 +0,0 @@
-{
-  "languages": {
-    "typescript": {
-      "name": "typescript-language-server",
-      "command": "typescript-language-server",
-      "args": [
-        "--stdio"
-      ],
-      "file_extensions": [
-        "ts",
-        "js",
-        "tsx",
-        "jsx"
-      ],
-      "project_patterns": [
-        "package.json",
-        "tsconfig.json"
-      ],
-      "exclude_patterns": [
-        "**/node_modules/**",
-        "**/dist/**"
-      ],
-      "multi_workspace": false,
-      "initialization_options": {
-        "preferences": {
-          "disableSuggestions": false
-        }
-      },
-      "request_timeout_secs": 60
-    },
-    "python": {
-      "name": "pyright",
-      "command": "pyright-langserver",
-      "args": [
-        "--stdio"
-      ],
-      "file_extensions": [
-        "py"
-      ],
-      "project_patterns": [
-        "pyproject.toml",
-        "setup.py",
-        "requirements.txt",
-        "pyrightconfig.json"
-      ],
-      "exclude_patterns": [
-        "**/__pycache__/**",
-        "**/venv/**",
-        "**/.venv/**",
-        "**/.pytest_cache/**"
-      ],
-      "multi_workspace": false,
-      "initialization_options": {},
-      "request_timeout_secs": 60
-    },
-    "rust": {
-      "name": "rust-analyzer",
-      "command": "rust-analyzer",
-      "args": [],
-      "file_extensions": [
-        "rs"
-      ],
-      "project_patterns": [
-        "Cargo.toml"
-      ],
-      "exclude_patterns": [
-        "**/target/**"
-      ],
-      "multi_workspace": false,
-      "initialization_options": {
-        "cargo": {
-          "buildScripts": {
-            "enable": true
-          }
-        },
-        "diagnostics": {
-          "enable": true,
-          "enableExperimental": true
-        },
-        "workspace": {
-          "symbol": {
-            "search": {
-              "scope": "workspace"
-            }
-          }
-        }
-      },
-      "request_timeout_secs": 60
-    },
-    "java": {
-      "name": "jdtls",
-      "command": "jdtls",
-      "args": [],
-      "file_extensions": [
-        "java"
-      ],
-      "project_patterns": [
-        "pom.xml",
-        "build.gradle",
-        "build.gradle.kts",
-        ".project"
-      ],
-      "exclude_patterns": [
-        "**/target/**",
-        "**/build/**",
-        "**/.gradle/**"
-      ],
-      "multi_workspace": false,
-      "initialization_options": {
-        "settings": {
-          "java": {
-            "compile": {
-              "nullAnalysis": {
-                "mode": "automatic"
-              }
-            },
-            "configuration": {
-              "annotationProcessing": {
-                "enabled": true
-              }
-            }
-          }
-        }
-      },
-      "request_timeout_secs": 60
-    },
-    "ruby": {
-      "name": "solargraph",
-      "command": "solargraph",
-      "args": [
-        "stdio"
-      ],
-      "file_extensions": [
-        "rb"
-      ],
-      "project_patterns": [
-        "Gemfile",
-        "Rakefile"
-      ],
-      "exclude_patterns": [
-        "**/vendor/**",
-        "**/tmp/**"
-      ],
-      "multi_workspace": false,
-      "initialization_options": {},
-      "request_timeout_secs": 60
-    },
-    "go": {
-      "name": "gopls",
-      "command": "gopls",
-      "args": [],
-      "file_extensions": [
-        "go"
-      ],
-      "project_patterns": [
-        "go.mod",
-        "go.sum"
-      ],
-      "exclude_patterns": [
-        "**/vendor/**"
-      ],
-      "multi_workspace": false,
-      "initialization_options": {
-        "usePlaceholders": true,
-        "completeUnimported": true
-      },
-      "request_timeout_secs": 60
-    },
-    "cpp": {
-      "name": "clangd",
-      "command": "clangd",
-      "args": [
-        "--background-index"
-      ],
-      "file_extensions": [
-        "cpp",
-        "cc",
-        "cxx",
-        "c",
-        "h",
-        "hpp",
-        "hxx"
-      ],
-      "project_patterns": [
-        "CMakeLists.txt",
-        "compile_commands.json",
-        "Makefile"
-      ],
-      "exclude_patterns": [
-        "**/build/**",
-        "**/cmake-build-**/**"
-      ],
-      "multi_workspace": false,
-      "initialization_options": {},
-      "request_timeout_secs": 60
-    }
-  }
-}
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@ -1,24 +0,0 @@
-{
-  "version": "0.2.0",
-  "configurations": [
-  
-    {
-      "type": "lldb",
-      "request": "launch",
-      "name": "Debug executable 'botserver'",
-      "cargo": {
-        "args": ["run", "--bin=botserver", "--package=botserver", "--manifest-path=${workspaceFolder}/botserver/Cargo.toml"],
-        "filter": {
-          "name": "botserver",
-          "kind": "bin"
-        }
-      },
-      "args": [],
-      "env": {
-        "RUST_LOG": "trace,aws_sigv4=off,aws_smithy_checksums=off,mio=off,reqwest=off,aws_runtime=off,aws_smithy_http_client=off,rustls=off,hyper_util=off,aws_smithy_runtime=off,aws_smithy_runtime_api=off,tracing=off,aws_sdk_s3=off"
-      
-      },
-      "cwd": "${workspaceFolder}/botserver"
-    },
-  ]
-}
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@ -1,5 +0,0 @@
-{
-    "git.ignoreLimitWarning": true,
-    "Codegeex.SidebarUI.LanguagePreference": "English",
-    "Codegeex.RepoIndex": true
-}
--- a/.zed/settings.json
+++ b/.zed/settings.json
@ -1,7 +0,0 @@
-{
-  "languages": {
-    "Rust": {
-      "enable_language_server": false,
-    },
-  },
-}
--- a/AGENTS.md
+++ b/AGENTS.md
@ -0,0 +1,132 @@
+# General Bots AI Agent Guidelines
+
+
+NEVER INCLUDE HERE CREDENTIALS OR COMPANY INFORMATION, THIS IS COMPANY AGNOSTIC.
+Use apenas a língua culta ao falar. Never save files to root — use `/tmp` for temp files. Never push to ALM without asking first (it is production). If a tool fails to install, check the official website for instructions. Local file support (`/opt/gbo/data`) has been removed; bots are loaded only from Drive (MinIO/S3).
+
+---
+
+## Critical Production Rules
+
+Always manage services via `systemctl` inside the `system` Incus container. Never run `/opt/gbo/bin/botserver` or `/opt/gbo/bin/botui` directly — they skip the `.env` file, which means Vault credentials fail to load and services break. The correct commands are `sudo incus exec system -- systemctl start|stop|restart|status botserver` and the same for `ui`. Systemctl handles env loading, auto-restart, and process lifecycle.
+
+In development you may use `cargo run` or `./target/debug/botserver` with `botserver/.env`. In production, always use `systemctl start botserver` with `/opt/gbo/bin/.env`.
+
+---
+
+## Workspace Structure
+
+The workspace has eight crates. `botserver` is the main API server (port 8080) using Axum, Diesel, and Rhai BASIC. `botui` is the web UI server and proxy (port 3000) using Axum, HTML/HTMX/CSS. `botapp` is a Tauri 2 desktop wrapper. `botlib` holds shared types and errors. `botbook` is mdBook documentation. `bottest` holds integration tests. `botdevice` handles IoT/device support. `botplugin` is a JS browser extension.
+
+Key paths: binary at `target/debug/botserver`, always run from the `botserver/` directory, env file at `botserver/.env`, UI files under `botui/ui/suite/`, bot data exclusively in Drive (MinIO/S3) under `/{botname}.gbai/` buckets. Test at `http://localhost:3000`; login at `http://localhost:3000/suite/auth/login.html`.
+
+Bot files in Drive follow this structure: `{botname}.gbai/{botname}.gbdialog/` contains `*.bas` scripts, `config.csv`, and the `.gbkb/` knowledge base folder. There is no local file monitoring — botserver compiles `.bas` to `.ast` in memory from Drive only.
+
+---
+
+## Absolute Prohibitions
+
+Never search the `/target` folder. Never build in release mode or use `--release`. Never run `cargo build` — use `cargo check` for verification. Never run `cargo clean` (causes 30-minute rebuilds); use `./reset.sh` for DB issues. Never deploy manually via `scp`, SSH binary copy, or any method other than the CI/CD pipeline (push → ALM → alm-ci builds → deploys to system container). Never run the binary directly in production — use `systemctl` or `./restart.sh`.
+
+Never use `panic!()`, `todo!()`, `unimplemented!()`, `unwrap()`, or `expect()` in Rust code. Never use `Command::new()` directly — use `SafeCommand`. Never return raw error strings to HTTP clients — use `ErrorSanitizer`. Never use `#[allow()]` or lint exceptions in `Cargo.toml` — fix the code. Never use `_` prefix for unused variables — delete or use them. Never leave unused imports, dead code, or commented-out code. Never use CDN links — all assets must be local. Never create `.md` docs without checking `botbook/` first. Never hardcode credentials — use `generate_random_string()` or env vars. Never include sensitive data (IPs, tokens, keys) in docs or code; mask IPs in logs as `10.x.x.x`. Never create files with secrets anywhere except `/tmp/`.
+
+---
+
+## Build Pattern — Fix Fast Loop
+
+When checking botserver, run `cargo check -p botserver > /tmp/check.log 2>&1 &`, capture the PID, then loop watching line count and kill the process once it exceeds 20 lines. After killing, check for errors with `strings /tmp/check.log | grep "^error" | head -20`. Fix errors immediately, then repeat. Never use `--all-features` (pulls docs/slides dependencies). This saves 10+ minutes per error cycle since full compilation takes 2–3 minutes. The key rule: kill at 20 lines, fix immediately, loop until clean.
+
+If the process is killed by OOM, run `pkill -9 cargo; pkill -9 rustc; pkill -9 botserver` then retry with `CARGO_BUILD_JOBS=1 cargo check -p botserver 2>&1 | tail -200`.
+
+---
+
+## Security Directives — Mandatory
+
+For error handling, never use `unwrap()`, `expect()`, `panic!()`, or `todo!()`. Use `value?`, `value.ok_or_else(|| Error::NotFound)?`, `value.unwrap_or_default()`, or `if let Some(v) = value { ... }`.
+
+For command execution, never use `Command::new("cmd").arg(user_input).output()`. Use `SafeCommand::new("allowed_command")?.arg("safe_arg")?.execute()` from `crate::security::command_guard`.
+
+For error responses, never return `Json(json!({ "error": e.to_string() }))`. Use `log_and_sanitize(&e, "context", None)` from `crate::security::error_sanitizer` and return `(StatusCode::INTERNAL_SERVER_ERROR, sanitized)`.
+
+For SQL, never use `format!("SELECT * FROM {}", user_table)`. Use `sanitize_identifier` and `validate_table_name` from `crate::security::sql_guard`.
+
+Rate limits: general 100 req/s, auth 10 req/s, API 50 req/s per token, WebSocket 10 msgs/s. Use the `governor` crate with per-IP and per-user tracking. All state-changing endpoints (POST/PUT/DELETE/PATCH) must require CSRF tokens via `tower_csrf` bound to the user session; Bearer Token endpoints are exempt. Every response must include these security headers: `Content-Security-Policy`, `Strict-Transport-Security`, `X-Frame-Options: DENY`, `X-Content-Type-Options: nosniff`, `Referrer-Policy: strict-origin-when-cross-origin`, and `Permissions-Policy: geolocation=(), microphone=(), camera=()`.
+
+For dependencies, app crates track `Cargo.lock`; lib crates do not. Critical deps use exact versions (`=1.0.1`); regular deps use caret (`1.0`). Run `cargo audit` weekly and update only via PR with testing.
+
+---
+
+## Mandatory Code Patterns
+
+Use `Self` not the type name in `impl` blocks. Always derive both `PartialEq` and `Eq` together. Use inline format args: `format!("Hello {name}")` not `format!("Hello {}", name)`. Combine identical match arms: `A | B => do_thing()`. Maximum 450 lines per file — split proactively at 350 lines into `types.rs`, `handlers.rs`, `operations.rs`, `utils.rs`, and `mod.rs`, re-exporting all public items in `mod.rs`.
+
+---
+
+## Error Fixing Workflow
+
+Read the entire error list first. Group errors by file. For each file: view it, fix all errors, then write once. Only verify with `cargo check` after all fixes are applied — never compile after each individual fix. `cargo clippy --workspace` must pass with zero warnings.
+
+---
+
+## Execution Modes
+
+In local standalone mode (no incus), botserver manages all services itself. Run `cargo run -- --install` once to download and extract PostgreSQL, Valkey, MinIO, and Vault binaries into `botserver-stack/bin/`, initialize data directories, and download the LLM model. Then `cargo run` starts everything and serves at `http://localhost:8080`. Use `./reset.sh` to wipe and restart the local environment.
+
+In container (Incus) production mode, services run in separate named containers. Start them all with `sudo incus start system tables vault directory drive cache llm vector_db`. Access the system container with `sudo incus exec system -- bash`. View botserver logs with `sudo incus exec system -- journalctl -u botserver -f`. The container layout is: `system` runs BotServer on 8080; `tables` runs PostgreSQL on 5432; `vault` runs Vault on 8200; `directory` runs Zitadel on 8080 internally (external port 9000 via iptables NAT); `drive` runs MinIO on 9100; `cache` runs Valkey on 6379; `llm` runs llama.cpp on 8081; `vector_db` runs Qdrant on 6333.
+
+Use the `LOAD_ONLY` variable in `/opt/gbo/bin/.env` to filter which bots are loaded and monitored by DriveMonitor, for example `LOAD_ONLY=default,salesianos`.
+
+---
+
+## Debugging & Testing
+
+To watch for errors live: `tail -f botserver.log | grep -i "error\|tool"`. To debug a specific tool: grep `Tool error` in logs, fix the `.bas` file in MinIO at `/{bot}.gbai/{bot}.gbdialog/{tool}.bas`, then wait for DriveMonitor to recompile (automatic on file change, in-memory only, no local `.ast` cache). Test in browser at `http://localhost:3000/{botname}`.
+
+Common BASIC errors: `=== is not a valid operator` means you used JavaScript-style `===` — replace with `==` or use `--` for string separators. `Syntax error` means bad BASIC syntax — check parentheses and commas. `Tool execution failed` means a runtime error — check logs for stack trace.
+
+For Playwright testing, navigate to `http://localhost:3000/<botname>`, snapshot to verify welcome message and suggestion buttons including Portuguese accents, click a suggestion, wait 3–5 seconds, snapshot, fill data, submit, then verify DB records and backend logs. If the browser hangs, run `pkill -9 -f brave; pkill -9 -f chrome; pkill -9 -f chromium`, wait 3 seconds, and navigate again. The chat window may overlap other apps — click the middle (restore) button to minimize it or navigate directly via URL.
+
+WhatsApp routing is global — one number serves all bots, with routing determined by the `whatsapp-id` key in each bot's `config.csv`. The bot name is sent as the first message to route correctly.
+
+---
+
+## Bot Scripts Architecture
+
+`start.bas` is the entry point executed on WebSocket connect and on the first user message (once per session). It loads suggestion buttons via `ADD_SUGGESTION_TOOL` and marks the session in Redis to prevent re-runs. `{tool}.bas` files implement individual tools (e.g. `detecta.bas`). `tables.bas` is a special file — never call it with `CALL`; it is parsed automatically at compile time by `process_table_definitions()` and its table definitions are synced to the database via `sync_bot_tables()`. `init_folha.bas` handles initialization for specific features.
+
+The `CALL` keyword can invoke in-memory procedures or `.bas` scripts by name. If the target is not in memory, botserver looks for `{name}.bas` in the bot's gbdialog folder in Drive. The `DETECT` keyword analyzes a database table for anomalies: it requires the table to exist (defined in `tables.bas`) and calls the BotModels API at `/api/anomaly/detect`.
+
+Tool buttons use `MessageType::TOOL_EXEC` (id 6). When the frontend sends `message_type: 6` via WebSocket, the backend executes the named tool directly in `stream_response()`, bypassing KB injection and LLM entirely. The result appears in chat without any "/tool" prefix text. Other message types are: 0 EXTERNAL, 1 USER, 2 BOT_RESPONSE, 3 CONTINUE, 4 SUGGESTION, 5 CONTEXT_CHANGE.
+
+---
+
+## Submodule Push Rule — Mandatory
+
+Every time you push the main repo, you must also push all submodules. CI builds based on submodule commits — if a submodule is not pushed, CI deploys old code. Always push botserver, botui, and botlib to both `origin` and `alm` remotes before or alongside the main repo push.
+
+The deploy workflow is: push to ALM → CI triggers on alm-ci → builds inside system container via SSH (to match glibc 2.36 on Debian 12 Bookworm, not the CI runner's glibc 2.41) → deploys binary → service auto-restarts. Verify by checking service status and logs about 10 minutes after pushing.
+
+---
+
+## Zitadel Setup (Directory Service)
+
+Zitadel runs in the `directory` container on port 8080 internally. External port 9000 is forwarded to it via iptables NAT on the system container. The database is `PROD-DIRECTORY` on the `tables` container. The PAT file is at `/opt/gbo/conf/directory/admin-pat.txt` on the directory container. Admin credentials are username `admin`, password `Admin123!`. Current version is Zitadel v4.13.1. **Known bug**: Web console UI will return 404 for environment.json when accessed via reverse proxy public domain. Use http://<host-ip>:9000/ui/console for administrative interface instead.
+
+To reinstall: drop and recreate `PROD-DIRECTORY` on the tables container, write the init YAML to `/opt/gbo/conf/directory/zitadel-init-steps.yaml` (defining org name, admin user, and PAT expiry), then start Zitadel with env vars for the PostgreSQL host/port/database/credentials, `ZITADEL_EXTERNALSECURE=false`, `ZITADEL_EXTERNALDOMAIN=<directory-ip>`, `ZITADEL_EXTERNALPORT=9000`, and `ZITADEL_TLS_ENABLED=false`. Pass `--masterkey MasterkeyNeedsToHave32Characters`, `--tlsMode disabled`, and `--steps <yaml-path>`. Bootstrap takes about 90 seconds; verify with `curl -sf http://localhost:8080/debug/healthz`.
+
+Key API endpoints: Use **v2 API endpoints** for all operations: `POST /v2/organizations/{org_id}/domains` to add domains, `POST /v2/users/new` to create users, `POST /oauth/v2/token` for access tokens, `GET /debug/healthz` for health. When calling externally via port 9000, include `Host: <directory-ip>` header. The v1 Management API is deprecated and not functional in this version.
+
+
+## Frontend Standards & Performance
+
+HTMX-first: the server returns HTML fragments, not JSON. Use `hx-get`, `hx-post`, `hx-target`, `hx-swap`, and WebSocket via htmx-ws. All assets must be local — no CDN links.
+
+Release profile must use `opt-level = "z"`, `lto = true`, `codegen-units = 1`, `strip = true`, and `panic = "abort"`. Use `default-features = false` and opt into only needed features. Run `cargo tree --duplicates`, `cargo machete`, and `cargo audit` weekly.
+
+Testing: unit tests live in per-crate `tests/` folders or `#[cfg(test)]` modules, run with `cargo test -p <crate>`. Integration tests live in `bottest/`, run with `cargo test -p bottest`. Aim for 80%+ coverage on critical paths; all error paths and security guards must be tested.
+
+---
+
+## Core Directives Summary
+
+Fix offline first — read all errors before compiling again. Batch by file — fix all errors in a file at once and write once. Verify last — only run `cargo check` after all fixes are applied. Delete dead code — never keep unused code. Git workflow — always push to all repositories (origin and alm). Target zero warnings and zero errors — loop until clean.
--- a/Cargo.lock
+++ b/Cargo.lock
--- a/Cargo.toml
+++ b/Cargo.toml
@ -9,6 +9,7 @@ members = [
    "bottest",
    "botui",
 ]
+exclude = ["backup-to-s3"]

 [workspace.lints.rust]

@ -109,6 +110,7 @@ url = "2.5"
 dirs = "5.0"
 tempfile = "3"
 walkdir = "2.5.0"
+notify = "8.0"

 # ─── COMPRESSION / ARCHIVES ───
 flate2 = "1.0"
@ -174,7 +176,7 @@ indicatif = "0.18.0"

 # ─── MEMORY ALLOCATOR ───
 tikv-jemallocator = "0.6"
-tikv-jemalloc-ctl = { version = "0.6", default-features = false }
+tikv-jemalloc-ctl = { version = "0.6", default-features = false, features = ["stats"] }

 # ─── SECRETS / VAULT ───
 vaultrs = "0.7"
--- a/DEPENDENCIES.ps1
+++ b/DEPENDENCIES.ps1
@ -0,0 +1,77 @@
+<#
+.SYNOPSIS
+Installs runtime dependencies for General Bots on Windows.
+
+.DESCRIPTION
+This script downloads and configures the system libraries required to build
+and run BotServer on Windows. It downloads PostgreSQL binaries (for libpq)
+and sets the PQ_LIB_DIR environment variable permanently.
+
+.EXAMPLE
+PS> .\DEPENDENCIES.ps1
+#>
+
+$ErrorActionPreference = 'Stop'
+
+# ─── COLORS ───
+function Write-Step { param($msg) Write-Host "  * $msg" -ForegroundColor Green }
+function Write-Warn { param($msg) Write-Host "  ! $msg" -ForegroundColor Yellow }
+function Write-Err  { param($msg) Write-Host "  x $msg" -ForegroundColor Red }
+
+Write-Host "========================================" -ForegroundColor Green
+Write-Host "  General Bots Runtime Dependencies"     -ForegroundColor Green
+Write-Host "  (Windows)"                             -ForegroundColor Green
+Write-Host "========================================" -ForegroundColor Green
+Write-Host ""
+
+# ─── PostgreSQL binaries (libpq.lib for Diesel ORM) ───
+$PgsqlDir = "C:\pgsql\pgsql"
+$PgsqlLib = "$PgsqlDir\lib\libpq.lib"
+$PgsqlZipUrl = "https://get.enterprisedb.com/postgresql/postgresql-17.4-1-windows-x64-binaries.zip"
+$PgsqlZip = "$env:TEMP\pgsql.zip"
+
+if (Test-Path $PgsqlLib) {
+    Write-Step "PostgreSQL binaries already present at $PgsqlDir"
+} else {
+    Write-Host "`nDownloading PostgreSQL binaries..." -ForegroundColor Cyan
+    Write-Host "  URL: $PgsqlZipUrl"
+    Write-Host "  This may take a few minutes (~300MB)...`n"
+
+    Invoke-WebRequest -Uri $PgsqlZipUrl -OutFile $PgsqlZip -UseBasicParsing
+
+    Write-Host "Extracting to C:\pgsql ..."
+    if (Test-Path "C:\pgsql") { Remove-Item "C:\pgsql" -Recurse -Force }
+    Expand-Archive -Path $PgsqlZip -DestinationPath "C:\pgsql" -Force
+    Remove-Item $PgsqlZip -Force -ErrorAction SilentlyContinue
+
+    if (Test-Path $PgsqlLib) {
+        Write-Step "PostgreSQL binaries installed successfully."
+    } else {
+        Write-Err "Failed to find libpq.lib after extraction!"
+        exit 1
+    }
+}
+
+# Set PQ_LIB_DIR permanently for the current user
+$CurrentPqDir = [System.Environment]::GetEnvironmentVariable("PQ_LIB_DIR", "User")
+if ($CurrentPqDir -ne "$PgsqlDir\lib") {
+    [System.Environment]::SetEnvironmentVariable("PQ_LIB_DIR", "$PgsqlDir\lib", "User")
+    $env:PQ_LIB_DIR = "$PgsqlDir\lib"
+    Write-Step "PQ_LIB_DIR set to '$PgsqlDir\lib' (User environment variable)"
+} else {
+    Write-Step "PQ_LIB_DIR already configured."
+}
+
+# ─── Summary ───
+Write-Host ""
+Write-Host "========================================" -ForegroundColor Green
+Write-Host "  Dependencies installed!" -ForegroundColor Green
+Write-Host "========================================" -ForegroundColor Green
+Write-Host ""
+Write-Host "You can now build and run:" -ForegroundColor Cyan
+Write-Host "  cargo build -p botserver"
+Write-Host "  cargo build -p botui"
+Write-Host "  .\restart.ps1"
+Write-Host ""
+Write-Host "NOTE: If this is the first time, restart your terminal" -ForegroundColor Yellow
+Write-Host "      so PQ_LIB_DIR takes effect." -ForegroundColor Yellow
--- a/PROD.md
+++ b/PROD.md
@ -0,0 +1,212 @@
+# Production Environment Guide (Compact)
+
+## CRITICAL RULES — READ FIRST
+
+NEVER INCLUDE HERE CREDENTIALS OR COMPANY INFORMATION, THIS IS COMPANY AGNOSTIC.
+Always manage services with `systemctl` inside the `system` Incus container. Never run `/opt/gbo/bin/botserver` or `/opt/gbo/bin/botui` directly — they will fail because they won't load the `.env` file containing Vault credentials and paths. The correct commands are `sudo incus exec system -- systemctl start|stop|restart|status botserver` and the same for `ui`. Systemctl handles environment loading, auto-restart, logging, and dependencies.
+
+Never push secrets (API keys, passwords, tokens) to git. Never commit `init.json` (it contains Vault unseal keys). All secrets must come from Vault — only `VAULT_*` variables are allowed in `.env`. Never deploy manually via scp or ssh; always use CI/CD. Always push all submodules (botserver, botui, botlib) before or alongside the main repo. Always ask before pushing to ALM.
+
+---
+
+## Infrastructure Overview
+
+The host machine is `PROD-GBO1`, accessed via `ssh user@<hostname>`, running Incus (an LXD fork) as hypervisor. All services run inside named Incus containers. You enter containers with `sudo incus exec <container> -- <command>` and list them with `sudo incus list`.
+
+The containers and their roles are: `system` runs botserver on port 5858 and botui on port 5859; `alm-ci` runs the Forgejo Actions CI runner; `alm` hosts the Forgejo git server; `tables` runs PostgreSQL on port 5432; `cache` runs Valkey/Redis on port 6379; `drive` runs MinIO object storage on port 9100; `vault` runs HashiCorp Vault on port 8200; `vector` runs Qdrant on port 6333.
+
+Externally, botserver is reachable at `https://system.example.com` and botui at `https://chat.example.com`. Internally, botui's `BOTSERVER_URL` must be `http://localhost:5858` — never the external HTTPS URL, because the Rust proxy runs server-side and needs direct localhost access.
+
+---
+
+## Services Detail
+
+Botserver runs as user `gbuser`, binary at `/opt/gbo/bin/botserver`, logs at `/opt/gbo/logs/out.log` and `/opt/gbo/logs/err.log`, systemd unit at `/etc/systemd/system/botserver.service`, env loaded from `/opt/gbo/bin/.env`. Bot BASIC scripts live under `/opt/gbo/data/<botname>.gbai/<botname>.gbdialog/*.bas`; compiled AST cache goes to `/opt/gbo/work/`.
+
+The directory service runs Zitadel as user `root`, binary at `/opt/gbo/bin/zitadel`, logs at `/opt/gbo/logs/zitadel.log`, systemd unit at `/etc/systemd/system/directory.service`, and loads environment from the service configuration. Zitadel provides identity management and OAuth2 services for the platform.
+
+Internally, Zitadel listens on port 8080 within the directory container. For external access:
+- Via public domain (HTTPS): `https://login.example.com` (configured through proxy container)
+- Via host IP (HTTP): `http://<host-ip>:9000` (direct container port forwarding)
+- Via container IP (HTTP): `http://<directory-container-ip>:9000` (direct container access)
+Access the Zitadel console at `https://login.example.com/ui/console` with admin credentials. Zitadel implements v1 Management API (deprecated) and v2 Organization/User services. Always use the v2 endpoints under `/v2/organizations` and `/v2/users` for all operations.
+
+The botserver bootstrap also manages: Vault (secrets), PostgreSQL (database), Valkey (cache, password auth), MinIO (object storage), Zitadel (identity provider), and llama.cpp (LLM).
+To obtain a PAT for Zitadel API access, check /opt/gbo/conf/directory/admin-pat.txt in the directory container. Use it with curl by setting the Authorization header: `Authorization: Bearer $(cat /opt/gbo/conf/directory/admin-pat.txt)` and include `-H \"Host: <IP> \"` for correct host resolution (replace with your directory container IP).
+
+---
+
+## Common Operations
+
+**Check status:** `sudo incus exec system -- systemctl status botserver --no-pager` (same for `ui`). To check process existence: `sudo incus exec system -- pgrep -f botserver`.
+
+**View logs:** For systemd journal: `sudo incus exec system -- journalctl -u botserver --no-pager -n 50`. For application logs: `sudo incus exec system -- tail -50 /opt/gbo/logs/out.log` or `err.log`. For live tail: `sudo incus exec system -- tail -f /opt/gbo/logs/out.log`.
+
+**Restart:** `sudo incus exec system -- systemctl restart botserver` and same for `ui`. Never run the binary directly.
+
+**Emergency manual deploy:** Kill the old process with `sudo incus exec system -- killall botserver`, copy the new binary from `/opt/gbo/ci/botserver/target/debug/botserver` to `/opt/gbo/bin/botserver`, set permissions with `chmod +x` and `chown gbuser:gbuser`, then start with `systemctl start botserver`.
+
+**Transfer bot files:** Archive locally with `tar czf /tmp/bots.tar.gz -C /opt/gbo/data <botname>.gbai`, copy to host with `scp`, then extract inside container with `sudo incus exec system -- bash -c 'tar xzf /tmp/bots.tar.gz -C /opt/gbo/data/'`. Clear compiled cache with `find /opt/gbo/data -name "*.ast" -delete` and same for `/opt/gbo/work`.
+
+**Snapshots:** `sudo incus snapshot list system` to list, `sudo incus snapshot restore system <name>` to restore.
+
+---
+
+## CI/CD Pipeline
+
+Repositories exist on both GitHub and the internal ALM (Forgejo). The four repos are `gb` (main workspace), `botserver`, `botui`, and `botlib`. Always push submodules first (`cd botserver && git push alm main && git push origin main`), then update submodule references in the root repo and push that too.
+
+The CI runner container (`alm-ci`) runs Debian Trixie with glibc 2.41, but the `system` container runs Debian 12 Bookworm with glibc 2.36. Binaries compiled on the CI runner are incompatible with the system container. The CI workflow (`botserver/.forgejo/workflows/botserver.yaml`) solves this by transferring source to the system container via `tar | ssh` and building there. The workflow triggers on pushes to `main`, clones repos, transfers source, builds inside system container, deploys the binary, and verifies botserver is running.
+
+---
+
+## DriveMonitor & Bot Configuration
+
+DriveMonitor is a background service inside botserver that watches MinIO buckets and syncs changes to the local filesystem and database every 10 seconds. It monitors three directory types per bot: the `.gbdialog/` folder for BASIC scripts (downloads and recompiles on change), the `.gbot/` folder for `config.csv` (syncs to the `bot_configuration` database table), and the `.gbkb/` folder for knowledge base documents (downloads and indexes for vector search).
+
+Bot configuration is stored in two PostgreSQL tables inside the `botserver` database. The `bot_configuration` table holds key-value pairs with columns `bot_id`, `config_key`, `config_value`, `config_type`, `is_encrypted`, and `updated_at`. The `gbot_config_sync` table tracks sync state with columns `bot_id`, `config_file_path`, `last_sync_at`, `file_hash`, and `sync_count`.
+
+The `config.csv` format is a plain CSV with no header: each line is `key,value`, for example `llm-provider,groq` or `theme-color1,#cc0000`. DriveMonitor syncs it when the file ETag changes in MinIO, on botserver startup, or after a restart.
+
+**Check config status:** Query `bot_configuration` via `sudo incus exec tables -- psql -h localhost -U postgres -d botserver -c "SELECT config_key, config_value FROM bot_configuration WHERE bot_id = (SELECT id FROM bots WHERE name = 'salesianos') ORDER BY config_key;"`. Check sync state via the `gbot_config_sync` table. Inspect the bucket directly with `sudo incus exec drive -- /opt/gbo/bin/mc cat local/salesianos.gbai/salesianos.gbot/config.csv`.
+
+**Debug DriveMonitor:** Monitor live logs with `sudo incus exec system -- tail -f /opt/gbo/logs/out.log | grep -E "(DRIVE_MONITOR|check_gbot|config)"`. An empty `gbot_config_sync` table means DriveMonitor has not synced yet. If no new log entries appear after 30 seconds, the loop may be stuck — restart botserver with systemctl to clear the state.
+
+**Common config issues:** If config.csv is missing from the bucket, create and upload it with `mc cp`. If the database shows stale values, restart botserver to force a fresh sync, or as a temporary fix update the database directly with `UPDATE bot_configuration SET config_value = 'groq', updated_at = NOW() WHERE ...`. To force a re-sync without restarting, copy config.csv over itself with `mc cp local/... local/...` to change the ETag.
+
+---
+
+## MinIO (Drive) Operations
+
+All bot files live in MinIO buckets. Use the `mc` CLI at `/opt/gbo/bin/mc` from inside the `drive` container. The bucket structure per bot is: `{bot}.gbai/` as root, `{bot}.gbai/{bot}.gbdialog/` for BASIC scripts, `{bot}.gbai/{bot}.gbot/` for config.csv, and `{bot}.gbai/{bot}.gbkb/` for knowledge base folders.
+
+Common mc commands: `mc ls local/` lists all buckets; `mc ls local/salesianos.gbai/` lists a bucket; `mc cat local/.../start.bas` prints a file; `mc cp local/.../file /tmp/file` downloads; `mc cp /tmp/file local/.../file` uploads (this triggers DriveMonitor recompile); `mc stat local/.../config.csv` shows ETag and metadata; `mc mb local/newbot.gbai` creates a bucket; `mc rb local/oldbot.gbai` removes an empty bucket.
+
+If mc is not found, use the full path `/opt/gbo/bin/mc`. If alias `local` is not configured, check with `mc config host list`. If MinIO is not running, check with `sudo incus exec drive -- systemctl status minio`.
+
+---
+
+## Vault Security Architecture
+
+HashiCorp Vault is the single source of truth for all secrets. Botserver reads `VAULT_ADDR` and `VAULT_TOKEN` from `/opt/gbo/bin/.env` at startup, initializes a TLS/mTLS client, then reads credentials from Vault paths. If Vault is unavailable, it falls back to defaults. The `.env` file must only contain `VAULT_*` variables plus `PORT`, `DATA_DIR`, `WORK_DIR`, and `LOAD_ONLY`.
+
+**Global Vault paths:** `gbo/tables` holds PostgreSQL credentials; `gbo/drive` holds MinIO access key and secret; `gbo/cache` holds Valkey password; `gbo/llm` holds LLM URL and API keys; `gbo/directory` holds Zitadel config; `gbo/email` holds SMTP credentials; `gbo/vectordb` holds Qdrant config; `gbo/jwt` holds JWT signing secret; `gbo/encryption` holds the master encryption key. Organization-scoped secrets follow patterns like `gbo/orgs/{org_id}/bots/{bot_id}` and tenant infrastructure uses `gbo/tenants/{tenant_id}/infrastructure`.
+
+**Credential resolution:** For any service, botserver checks the most specific Vault path first (org+bot level), falls back to a default bot path, then falls back to the global path, and only uses environment variables as a last resort in development.
+
+**Verify Vault health:** `sudo incus exec vault -- curl -k -sf https://localhost:8200/v1/sys/health` should return JSON with `"sealed":false`. To read a secret: set `VAULT_ADDR`, `VAULT_TOKEN`, and `VAULT_CACERT` then run `vault kv get secret/gbo/tables`. To test from the system container, use curl with `--cacert /opt/gbo/conf/system/certificates/ca/ca.crt` and `-H "X-Vault-Token: <token>"`.
+
+**init.json** is stored at `/opt/gbo/bin/botserver-stack/conf/vault/vault-conf/init.json` and contains the root token and 5 unseal keys (3 needed to unseal). Never commit this file to git. Store it encrypted in a secure location.
+
+**Vault troubleshooting — cannot connect:** Check that the vault container's systemd unit is running, verify the token in `.env` is not expired with `vault token lookup`, confirm the CA cert path in `.env` matches the actual file location, and test network connectivity from system to vault container. To generate a new token: `vault token create -policy="botserver" -ttl="8760h" -format=json` then update `.env` and restart botserver.
+
+# Get database credentials from Vault v2 API
+$ ssh user@ip"sudo incus exec system -- curl -s --cacert /opt/gbo/conf/system/certificates/ca/ca.crt -H 'X-Vault-Token: hvs...' https://ip:8200/v1/secret/data/gbo/tables 2>/dev/null"
+
+**Vault troubleshooting — secrets missing:** Run `vault kv get secret/gbo/tables` (and other paths) to check if secrets exist. If a path returns NOT FOUND, add secrets with `vault kv put secret/gbo/tables host=<ip> port=5432 database=botserver username=gbuser password=<pw>` and similar for other paths.
+
+**Vault sealed after restart:** Run `vault operator unseal <key1>`, repeat with key2 and key3 (3 of 5 keys from init.json), then verify with `vault status`.
+
+**TLS certificate errors:** Confirm `/opt/gbo/conf/system/certificates/ca/ca.crt` exists in the system container. If missing, copy it from the vault container using `incus file pull vault/opt/gbo/conf/vault/ca.crt /tmp/ca.crt` then place it at the expected path.
+
+**Vault snapshots:** Stop vault, run `sudo incus snapshot create vault backup-$(date +%Y%m%d-%H%M)`, start vault. Restore with `sudo incus snapshot restore vault <name>` while vault is stopped.
+
+---
+
+## Troubleshooting Quick Reference
+
+**GLIBC mismatch (`GLIBC_2.39 not found`):** The binary was compiled on the CI runner (glibc 2.41) not inside the system container (glibc 2.36). The CI workflow must SSH into the system container to build. Check `botserver.yaml` to confirm this.
+
+**botserver won't start:** Run `sudo incus exec system -- ldd /opt/gbo/bin/botserver | grep "not found"` to check for missing libraries. Run `sudo incus exec system -- timeout 10 /opt/gbo/bin/botserver 2>&1` to see startup errors. Confirm `/opt/gbo/data/` exists and is accessible.
+
+**botui can't reach botserver:** Check that the `ui.service` systemd file has `BOTSERVER_URL=http://localhost:5858` — not the external HTTPS URL. Fix with `sed -i 's|BOTSERVER_URL=.*|BOTSERVER_URL=http://localhost:5858|'` on the service file, then `systemctl daemon-reload` and `systemctl restart ui`.
+
+**Suggestions not showing:** Confirm bot `.bas` files exist under `/opt/gbo/data/<bot>.gbai/<bot>.gbdialog/`. Check logs for compilation errors. Clear the AST cache in `/opt/gbo/work/` and restart botserver.
+
+**IPv6 DNS timeouts on external APIs (Groq, Cloudflare):** The container's DNS may return AAAA records without IPv6 connectivity. The container should have `IPV6=no` in its network config and `gai.conf` set appropriately. Check for `RES_OPTIONS=inet4` in `botserver.service` if issues persist.
+
+**Logs show development paths instead of `/opt/gbo/data/`:** Botserver is using hardcoded dev paths. Check `.env` has `DATA_DIR=/opt/gbo/data/` and `WORK_DIR=/opt/gbo/work/`, verify the systemd unit has `EnvironmentFile=/opt/gbo/bin/.env`, and confirm Vault is reachable so service discovery works. Expected startup log lines include `info watcher:Watching data directory /opt/gbo/data` and `info botserver:BotServer started successfully on port 5858`.
+
+**Migrations not running after push:** If `stat /opt/gbo/bin/botserver` shows old timestamp and `__diesel_schema_migrations` table has no new entries, CI did not rebuild. Make a trivial code change (e.g., add a comment) in botserver and push again to force rebuild.
+
+---
+
+## Drive (MinIO) File Operations Cheatsheet
+
+All `mc` commands run inside the `drive` container with `PATH` set: `sudo incus exec drive -- bash -c 'export PATH=/opt/gbo/bin:$PATH && mc <command>'`. If `local` alias is missing, create it with credentials from Vault path `gbo/drive`.
+
+**List bucket contents recursively:** `mc ls local/<bot>.gbai/ --recursive`
+
+**Read a file from Drive:** `mc cat local/<bot>.gbai/<bot>.gbdialog/start.bas`
+
+**Download a file:** `mc cp local/<bot>.gbai/<bot>.gbdialog/start.bas /tmp/start.bas`
+
+**Upload a file to Drive (triggers DriveMonitor recompile):** Transfer file to host via `scp`, push into drive container with `sudo incus file push /tmp/file drive/tmp/file`, then `mc put /tmp/file local/<bot>.gbai/<bot>.gbdialog/start.bas`
+
+**Full upload workflow example — updating config.csv:**
+```bash
+# 1. Download current config from Drive
+ssh user@host "sudo incus exec drive -- bash -c 'export PATH=/opt/gbo/bin:\$PATH && mc cat local/salesianos.gbai/salesianos.gbot/config.csv'" > /tmp/config.csv
+
+# 2. Edit locally (change model, keys, etc.)
+sed -i 's/llm-model,old-model/llm-model,new-model/' /tmp/config.csv
+
+# 3. Push edited file back to Drive
+scp /tmp/config.csv user@host:/tmp/config.csv
+ssh user@host "sudo incus file push /tmp/config.csv drive/tmp/config.csv"
+ssh user@host "sudo incus exec drive -- bash -c 'export PATH=/opt/gbo/bin:\$PATH && mc put /tmp/config.csv local/salesianos.gbai/salesianos.gbot/config.csv'"
+
+# 4. Wait ~15 seconds, then verify DriveMonitor picked up the change
+ssh user@host "sudo incus exec system -- bash -c 'grep -i \"Model:\" /opt/gbo/logs/err.log | tail -3'"
+```
+
+**Force re-sync of config.csv** (change ETag without content change): `mc cp local/<bot>.gbai/<bot>.gbot/config.csv local/<bot>.gbai/<bot>.gbot/config.csv`
+
+**Create a new bot bucket:** `mc mb local/newbot.gbai`
+
+**Check MinIO health:** `sudo incus exec drive -- bash -c '/opt/gbo/bin/mc admin info local'`
+
+---
+
+## Logging Quick Reference
+
+**Application logs** (searchable, timestamped, most useful): `sudo incus exec system -- tail -f /opt/gbo/logs/err.log` (errors and debug) or `/opt/gbo/logs/out.log` (stdout). The systemd journal only captures process lifecycle events, not application output.
+
+**Search logs for specific bot activity:** `grep -i "salesianos\|llm\|Model:\|KB\|USE_KB\|drive_monitor" /opt/gbo/logs/err.log | tail -30`
+
+**Check which LLM model a bot is using:** `grep "Model:" /opt/gbo/logs/err.log | tail -5`
+
+**Check DriveMonitor config sync:** `grep "check_gbot\|config.csv\|should_sync" /opt/gbo/logs/err.log | tail -20`
+
+**Check KB/vector operations:** `grep -i "gbkb\|qdrant\|embedding\|index" /opt/gbo/logs/err.log | tail -20`
+
+**Live tail with filter:** `sudo incus exec system -- bash -c 'tail -f /opt/gbo/logs/err.log | grep --line-buffered -i "salesianos\|error\|KB"'`
+
+---
+
+## Program Access Cheatsheet
+
+| Program | Container | Path | Notes |
+|---------|-----------|------|-------|
+| botserver | system | `/opt/gbo/bin/botserver` | Run via systemctl only |
+| botui | system | `/opt/gbo/bin/botui` | Run via systemctl only |
+| mc (MinIO Client) | drive | `/opt/gbo/bin/mc` | Must set `PATH=/opt/gbo/bin:$PATH` |
+| psql | tables | `/usr/bin/psql` | `psql -h localhost -U postgres -d botserver` |
+| vault | vault | `/opt/gbo/bin/vault` | Needs `VAULT_ADDR`, `VAULT_TOKEN`, `VAULT_CACERT` |
+| zitadel | directory | `/opt/gbo/bin/zitadel` | Runs as root on port 8080 internally |
+
+**Quick psql query — bot config:** `sudo incus exec tables -- psql -h localhost -U postgres -d botserver -c "SELECT config_key, config_value FROM bot_configuration WHERE bot_id = (SELECT id FROM bots WHERE name = 'salesianos') ORDER BY config_key;"`
+
+**Quick psql query — active KBs for session:** `sudo incus exec tables -- psql -h localhost -U postgres -d botserver -c "SELECT * FROM session_kb_associations WHERE session_id = '<uuid>' AND is_active = true;"`
+
+---
+
+## BASIC Compilation Architecture
+
+Compilation and runtime are now strictly separated. **Compilation** happens only in `BasicCompiler` inside DriveMonitor when it detects `.bas` file changes. The output is a fully preprocessed `.ast` file written to `work/<bot>.gbai/<bot>.gbdialog/<tool>.ast`. **Runtime** (start.bas, TOOL_EXEC, automation, schedule) loads only `.ast` files and calls `ScriptService::run()` which does `engine.compile() + eval_ast_with_scope()` on the already-preprocessed Rhai source — no preprocessing at runtime.
+
+The `.ast` file has all transforms applied: `USE KB "cartas"` becomes `USE_KB("cartas")`, `IF/END IF` → `if/{ }`, `WHILE/WEND` → `while/{ }`, `BEGIN TALK/END TALK` → function calls, `SAVE`, `FOR EACH/NEXT`, `SELECT CASE`, `SET SCHEDULE`, `WEBHOOK`, `USE WEBSITE`, `LLM` keyword expansion, variable predeclaration, and keyword lowercasing. Runtime never calls `compile()`, `compile_tool_script()`, or `compile_preprocessed()` — those methods no longer exist.
+
+**Tools (TOOL_EXEC) load `.ast` only** — there is no `.bas` fallback. If an `.ast` file is missing, the tool fails with "Failed to read tool .ast file". DriveMonitor must have compiled it first.
+
+**Suggestion deduplication** uses Redis `SADD` (set) instead of `RPUSH` (list). This prevents duplicate suggestion buttons when `start.bas` runs multiple times per session. The key format is `suggestions:{bot_id}:{session_id}` and `get_suggestions` uses `SMEMBERS` to read it.
--- a/README.md
+++ b/README.md
@ -1,8 +1,27 @@
-RULE 0: Never call tool_call while thinking. Ex NEVER do this: Let me check if the API call succeeded:<tool_call>terminal<arg_key>command</arg_key><arg_value>tail -50 botserver.log | grep -E "LLM streaming error|error|Error|SUCCESS|200"</arg_value><arg_key>cd</arg_key><arg_value>gb</arg_value></tool_call>. First finish Thinking, then emit a explanation and tool!
 # General Bots Workspace

+## ⚠️ CRITICAL SECURITY WARNING

-**Version:** 6.2.0  
+**NEVER CREATE FILES WITH SECRETS IN THE REPOSITORY ROOT**
+
+Secret files MUST be placed in `/tmp/` only:
+- ✅ `/tmp/vault-token-gb` - Vault root token
+- ✅ `/tmp/vault-unseal-key-gb` - Vault unseal key
+- ❌ `vault-unseal-keys` - FORBIDDEN (tracked by git)
+- ❌ `start-and-unseal.sh` - FORBIDDEN (contains secrets)
+
+**Files added to .gitignore:** `vault-unseal-keys`, `start-and-unseal.sh`, `vault-token-*`
+
+**Why `/tmp/`?**
+- Cleared on reboot (ephemeral)
+- Not tracked by git
+- Standard Unix security practice
+- Prevents accidental commits
+
+---
+
+
+**Version:** 6.3.0  
 **Type:** Rust Workspace (Monorepo with Independent Subproject Repos)

 ---
@ -19,7 +38,7 @@ For comprehensive documentation, see **[docs.pragmatismo.com.br](https://docs.pr

 | Crate | Purpose | Port | Tech Stack |
 |-------|---------|------|------------|
-| **botserver** | Main API server, business logic | 8088 | Axum, Diesel, Rhai BASIC |
+| **botserver** | Main API server, business logic | 9000 | Axum, Diesel, Rhai BASIC |
 | **botui** | Web UI server (dev) + proxy | 3000 | Axum, HTML/HTMX/CSS |
 | **botapp** | Desktop app wrapper | - | Tauri 2 |
 | **botlib** | Shared library | - | Core types, errors |
@ -35,6 +54,35 @@ For comprehensive documentation, see **[docs.pragmatismo.com.br](https://docs.pr
 - **Env file:** `botserver/.env`
 - **Stack:** `botserver-stack/`
 - **UI Files:** `botui/ui/suite/`
+- **Local Bot Data:** `/opt/gbo/data/` (place `.gbai` packages here)
+
+### Local Bot Data Directory
+
+Place local bot packages in `/opt/gbo/data/` for automatic loading and monitoring:
+
+**Directory Structure:**
+```
+/opt/gbo/data/
+└── mybot.gbai/
+    ├── mybot.gbdialog/
+    │   ├── start.bas
+    │   └── main.bas
+    └── mybot.gbot/
+        └── config.csv
+```
+
+**Features:**
+- **Auto-loading:** Bots automatically mounted on server startup
+- **Auto-compilation:** `.bas` files compiled to `.ast` on change
+- **Auto-creation:** New bots automatically added to database
+- **Hot-reload:** Changes trigger immediate recompilation
+- **Monitored by:** LocalFileMonitor and ConfigWatcher services
+
+**Usage:**
+1. Create bot directory structure in `/opt/gbo/data/`
+2. Add `.bas` files to `<bot_name>.gbai/<bot_name>.gbdialog/`
+3. Server automatically detects and loads the bot
+4. Optional: Add `config.csv` for bot configuration

 ---

@ -44,15 +92,36 @@ For comprehensive documentation, see **[docs.pragmatismo.com.br](https://docs.pr

 BotServer automatically installs, configures, and manages all infrastructure components on first run. **DO NOT manually start these services** - BotServer handles everything.

-| Component | Purpose | Port | Binary Location | Managed By |
-|-----------|---------|------|-----------------|------------|
-| **Vault** | Secrets management | 8200 | `botserver-stack/bin/vault/vault` | botserver |
-| **PostgreSQL** | Primary database | 5432 | `botserver-stack/bin/tables/bin/postgres` | botserver |
-| **MinIO** | Object storage (S3-compatible) | 9000/9001 | `botserver-stack/bin/drive/minio` | botserver |
-| **Zitadel** | Identity/Authentication | 8300 | `botserver-stack/bin/directory/zitadel` | botserver |
-| **Qdrant** | Vector database (embeddings) | 6333 | `botserver-stack/bin/vector_db/qdrant` | botserver |
-| **Valkey** | Cache/Queue (Redis-compatible) | 6379 | `botserver-stack/bin/cache/valkey-server` | botserver |
-| **Llama.cpp** | Local LLM server | 8081 | `botserver-stack/bin/llm/build/bin/llama-server` | botserver |
+**Automatic Service Lifecycle:**
+1. **Start**: When botserver starts, it automatically launches all infrastructure components (PostgreSQL, Vault, MinIO, Valkey, Qdrant, etc.)
+2. **Credentials**: BotServer retrieves all service credentials (passwords, tokens, API keys) from Vault
+3. **Connection**: BotServer uses these credentials to establish secure connections to each service
+4. **Query**: All database queries, cache operations, and storage requests are authenticated using Vault-managed credentials
+
+**Credential Flow:**
+```
+botserver starts
+    ↓
+Launch PostgreSQL, MinIO, Valkey, Qdrant
+    ↓
+Connect to Vault
+    ↓
+Retrieve service credentials (from database)
+    ↓
+Authenticate with each service using retrieved credentials
+    ↓
+Ready to handle requests
+```
+
+| Component | Purpose | Port | Binary Location | Credentials From |
+|-----------|---------|------|-----------------|------------------|
+| **Vault** | Secrets management | 8200 | `botserver-stack/bin/vault/vault` | Auto-unsealed |
+| **PostgreSQL** | Primary database | 5432 | `botserver-stack/bin/tables/bin/postgres` | Vault → database |
+| **MinIO** | Object storage (S3-compatible) | 9000/9001 | `botserver-stack/bin/drive/minio` | Vault → database |
+| **Zitadel** | Identity/Authentication | 8300 | `botserver-stack/bin/directory/zitadel` | Vault → database |
+| **Qdrant** | Vector database (embeddings) | 6333 | `botserver-stack/bin/vector_db/qdrant` | Vault → database |
+| **Valkey** | Cache/Queue (Redis-compatible) | 6379 | `botserver-stack/bin/cache/valkey-server` | Vault → database |
+| **Llama.cpp** | Local LLM server | 8081 | `botserver-stack/bin/llm/build/bin/llama-server` | Vault → database |

 ### 📦 Component Installation System

@ -271,9 +340,12 @@ cd botserver-stack/bin/cache && ./valkey-cli ping
 The script handles BOTH servers properly:
 1. Stop existing processes cleanly
 2. Build botserver and botui sequentially (no race conditions)
-3. Start botserver in background → auto-bootstrap infrastructure
-4. Start botui in background → proxy to botserver
-5. Show process IDs and monitoring commands
+3. Start botserver in background → **automatically starts all infrastructure services (PostgreSQL, Vault, MinIO, Valkey, Qdrant)**
+4. BotServer retrieves credentials from Vault and authenticates with all services
+5. Start botui in background → proxy to botserver
+6. Show process IDs and monitoring commands
+
+**Infrastructure services are fully automated - no manual configuration required!**

 **Monitor startup:**
 ```bash
@ -282,7 +354,7 @@ tail -f botserver.log botui.log

 **Access:**
 - Web UI: http://localhost:3000
- API: http://localhost:8088
+- API: http://localhost:9000

 ### 📊 Monitor & Debug

@ -306,7 +378,7 @@ grep -E " E |W |CLIENT:" botserver.log | tail -20

 ```bash
 cd botserver && cargo run -- --noconsole > ../botserver.log 2>&1 &
-cd botui && BOTSERVER_URL="http://localhost:8088" cargo run > ../botui.log 2>&1 &
+cd botui && BOTSERVER_URL="http://localhost:9000" cargo run > ../botui.log 2>&1 &
 ```

 ### 🛑 Stop Servers
@ -324,7 +396,7 @@ rm -rf botserver-stack/data/vault botserver-stack/conf/vault/init.json && ./rest

 **Port in use?** Find and kill:
 ```bash
-lsof -ti:8088 | xargs kill -9
+lsof -ti:9000 | xargs kill -9
 lsof -ti:3000 | xargs kill -9
 ```

@ -335,8 +407,16 @@ All infrastructure services (PostgreSQL, Vault, Redis, Qdrant, MinIO, etc.) are
 - **Configurations:** `botserver-stack/conf/`
 - **Data storage:** `botserver-stack/data/`
 - **Service logs:** `botserver-stack/logs/` (check here for troubleshooting)
+- **Credentials:** Stored in Vault, retrieved by botserver at startup

-**Do NOT install or reference global PostgreSQL, Redis, or other services.** When botserver starts, it automatically launches all required stack services. If you encounter service errors, check the individual service logs in `./botserver-stack/logs/[service]/` directories.
+**Do NOT install or reference global PostgreSQL, Redis, or other services.** When botserver starts, it automatically:
+1. Launches all required stack services
+2. Connects to Vault
+3. Retrieves credentials from the `bot_configuration` database table
+4. Authenticates with each service using retrieved credentials
+5. Begins handling requests with authenticated connections
+
+If you encounter service errors, check the individual service logs in `./botserver-stack/logs/[service]/` directories.

 ### UI File Deployment - Production Options

@ -393,7 +473,7 @@ See `botserver/deploy/README.md` for deployment scripts.
 cd botserver && cargo run -- --noconsole

 # Terminal 2: botui  
-cd botui && BOTSERVER_URL="http://localhost:8088" cargo run
+cd botui && BOTSERVER_URL="http://localhost:9000" cargo run
 ```

 ### Build Commands
@ -410,234 +490,11 @@ cargo test -p bottest

 ---

-## 🧭 LLM Navigation Guide
+## 🤖 AI Agent Guidelines

-### Quick Context Jump
- [Primary Purpose](#overview) - Unified workspace for AI automation platform
- [Crate Structure](#-workspace-structure) - 9 independent crates with shared libraries
- [Dependencies](#-component-dependency-graph) - How crates depend on each other
- [Quick Start](#quick-start) - Get running in 2 commands
- [Error Patterns](#common-error-patterns) - Fix compilation errors efficiently
- [Security Rules](#-security-directives---mandatory) - MUST-FOLLOW security patterns
- [Code Patterns](#-mandatory-code-patterns) - Required coding conventions
- [Testing](#testing-strategy) - How to test changes
- [Debugging](#debugging-guide) - Troubleshoot common issues
+> **For LLM instructions, coding rules, security directives, testing workflows, and error handling patterns, see [AGENTS.md](./AGENTS.md).**

-### Reading This Workspace
-
-**For LLMs analyzing this codebase:**
-1. Start with [Component Dependency Graph](#-component-dependency-graph) to understand relationships
-2. Review [Module Responsibility Matrix](#-module-responsibility-matrix) for what each module does
-3. Study [Data Flow Patterns](#-data-flow-patterns) to understand execution flow
-4. Reference [Common Architectural Patterns](#-common-architectural-patterns) before making changes
-5. Check [Security Rules](#-security-directives---mandatory) - violations are blocking issues
-6. Follow [Code Patterns](#-mandatory-code-patterns) - consistency is mandatory
-
-**For Humans working on this codebase:**
-1. Follow [Error Fixing Workflow](#-error-fixing-workflow) for compilation errors
-2. Observe [File Size Limits](#-file-size-limits---mandatory) - max 450 lines per file
-3. Run [Weekly Maintenance Tasks](#-weekly-maintenance-tasks) to keep codebase healthy
-4. Read project-specific READMEs in [Project-Specific Guidelines](#-project-specific-guidelines)
-
-## 🧪 Testing Strategy
-
-### Unit Tests
- **Location**: Each crate has `tests/` directory or inline `#[cfg(test)]` modules
- **Naming**: Test functions use `test_` prefix or describe what they test
- **Running**: `cargo test -p <crate_name>` or `cargo test` for all
-
-### Integration Tests
- **Location**: `bottest/` crate contains integration tests
- **Scope**: Tests full workflows across multiple crates
- **Running**: `cargo test -p bottest`
- **Database**: Uses test database, automatically migrates on first run
-
-### Test Utilities Available
- **TestAppStateBuilder** (`bottest/src/harness.rs`) - Build test state with mocked components
- **TestBot** (`bottest/src/bot/mod.rs`) - Mock bot for testing
- **Test Database**: Auto-created, migrations run automatically
-
-### Coverage Goals
- **Critical paths**: 80%+ coverage required
- **Error handling**: ALL error paths must have tests
- **Security**: All security guards must have tests
-
-## 🚨 CRITICAL ERROR HANDLING RULE
-
-**STOP EVERYTHING WHEN ERRORS APPEAR**
-
-When ANY error appears in logs during startup or operation:
-1. **IMMEDIATELY STOP** - Do not continue with other tasks
-2. **IDENTIFY THE ERROR** - Read the full error message and context
-3. **FIX THE ERROR** - Address the root cause, not symptoms
-4. **VERIFY THE FIX** - Ensure error is completely resolved
-5. **ONLY THEN CONTINUE** - Never ignore or work around errors
-
-**NEVER restart servers to "fix" errors - FIX THE ACTUAL PROBLEM**
-
-Examples of errors that MUST be fixed immediately:
- Database connection errors
- Component initialization failures  
- Service startup errors
- Configuration errors
- Any error containing "Error:", "Failed:", "Cannot", "Unable"
-
-## 🐛 Debugging Guide
-
-### Log Locations
-
-| Component | Log File | What's Logged |
-|-----------|----------|---------------|
-| **botserver** | `botserver.log` | API requests, errors, script execution, **client navigation events** |
-| **botui** | `botui.log` | UI rendering, WebSocket connections |
-| **drive_monitor** | In botserver logs with `[drive_monitor]` prefix | File sync, compilation |
-| **script execution** | In botserver logs with `[ScriptService]` prefix | BASIC compilation, runtime errors |
-| **client errors** | In botserver logs with `CLIENT:` prefix | JavaScript errors, navigation events |
-
-### Client-Side Logging
-
-**Navigation Tracking:** All client-side navigation is logged to botserver.log with `CLIENT:` prefix:
-```
-CLIENT:NAVIGATION: click: home -> drive
-CLIENT:NAVIGATION: hashchange: drive -> chat
-```
-
-**Error Reporting:** JavaScript errors automatically appear in server logs:
-```
-CLIENT:ERROR: Uncaught TypeError: Cannot read property 'x' of undefined at /suite/js/app.js:123
-```
-
-**For LLM Troubleshooting:** ALWAYS check both:
-1. `botserver.log` - Server errors + client navigation/errors (prefixed with `CLIENT:`)
-2. `botui.log` - UI server logs
-
-### USE WEBSITE Feature - Vector DB Context Injection
-
-**FIXED (v6.2.0+):** The `USE WEBSITE` BASIC command now properly injects vector database embeddings into chat context.
-
-**How it works:**
-1. **Preprocessing:** When a `.bas` file containing `USE WEBSITE "https://..."` is compiled, the website is registered for crawling
-2. **Crawling:** Content is extracted, chunked, and embedded into Qdrant vector DB (collection name: `website_<url_hash>`)
-3. **Runtime Association:** The compiled `.ast` file contains `USE_WEBSITE()` function call that creates session-website association
-4. **Context Injection:** During chat, `inject_kb_context()` searches active websites' embeddings and includes relevant chunks in LLM prompt
-
-**Example BASIC script:**
-```basic
-USE WEBSITE "https://docs.pragmatismo.com.br" REFRESH "1h"
-
-TALK "Hello! I can now answer questions about the documentation."
-```
-
-**Database tables involved:**
- `session_website_associations` - Links sessions to websites
- `website_embeddings` - Stores crawled content vectors in Qdrant
-
-**Verification:**
-```sql
-- Check if website is associated with session
-SELECT * FROM session_website_associations WHERE session_id = '<uuid>';
-
-- Check if embeddings exist in Qdrant (via HTTP API)
-curl http://localhost:6333/collections/website_<hash>/points/scroll
-```
-
-**Previous Issue:** In earlier versions, `USE WEBSITE` was removed during preprocessing and never executed at runtime, preventing context injection. Now the function call is preserved in the compiled AST.
-
-### Common Error Messages
-
-| Error | Meaning | Fix |
-|-------|---------|-----|
-| `Session not found` | Invalid session_id in request | Check auth flow, verify session exists in DB |
-| `Bot not found` | Invalid bot_name or bot_id | Verify bot exists in `bots` table |
-| `Script compilation error` | BASIC syntax error in .bas file | Check .bas file syntax, look for typos |
-| `Failed to send TALK message` | WebSocket disconnected | Check client connection, verify web_adapter running |
-| `Drive sync failed` | S3 connection or permission issue | Verify S3 credentials, check bucket exists |
-| `unwrap() called on None value` | Panic in production code | MUST FIX - replace with proper error handling |
-| `Component not responding: <component_name>` | Infrastructure component not accessible | Check component status: `ps aux | grep <component>`. View logs: `tail -f botserver-stack/logs/<component>/`. Restart via ./restart.sh |
-| `Config key not found: <key>` | Missing configuration in database | Check `bot_configuration` table. Set correct value via API or direct SQL update. |
-| `403 Forbidden on POST /api/client-errors` | RBAC blocking client error reporting | FIXED in v6.2.0+ - endpoint now allows anonymous access |
-
-### Useful Debugging Commands
-
-```bash
-# Check if botserver is running
-ps aux | grep botserver
-
-# View botserver logs in real-time
-tail -f botserver/logs/botserver.log
-
-# Check work directory structure
-ls -la ./work/*.gbai/*/
-
-# Test database connection
-cd botserver && cargo run --bin botserver -- --test-db
-
-# Run specific test with output
-cargo test -p botserver test_name -- --nocapture
-
-# Check for memory leaks during compilation
-CARGO_BUILD_JOBS=1 cargo check -p botserver 2>&1 | grep -i error
-```
-
-### Troubleshooting Workflows
-
-**Problem: Script not executing**
-1. Check if .bas file exists in `./work/{bot_name}.gbai/{bot_name}.gbdialog/`
-2. Verify file has correct syntax (compile with ScriptService)
-3. Check logs for compilation errors
-4. Verify drive_monitor is running and syncing files
-
-**Problem: WebSocket messages not received**
-1. Check browser console for WebSocket errors
-2. Verify session_id is valid in database
-3. Check web_adapter is registered for session
-4. Look for TALK execution in botserver logs
-
-**Problem: Component not starting or crashing**
-1. Identify the component from error message (e.g., Vault, PostgreSQL, MinIO, Qdrant, Valkey)
-2. Check if process is running: `ps aux | grep <component_name>`
-3. Check component logs: `tail -f botserver-stack/logs/<component_name>/`
-4. Common fixes:
-   - Config error: Check `botserver-stack/conf/<component_name>/` for valid configuration
-   - Port conflict: Ensure no other process using the component's port
-   - Permission error: Check file permissions in `botserver-stack/data/<component_name>/`
-   - Missing binary: Re-run `./reset.sh && ./restart.sh` to reinstall components
-5. Restart: `./restart.sh`
-
-**Problem: Component configuration errors**
-1. All component configs stored in database `bot_configuration` table
-2. Check current value: `SELECT * FROM bot_configuration WHERE config_key = '<key_name>';`
-3. Update incorrect config: `UPDATE bot_configuration SET config_value = '<correct_value>' WHERE config_key = '<key_name>';`
-4. For path configs: Ensure paths are relative to component binary or absolute
-5. Restart botserver after config changes
-
-**Problem: File not found errors**
-1. Check if file exists in expected location
-2. Verify config paths use correct format (relative/absolute)
-3. Check file permissions: `ls -la <file_path>`
-4. For model/data files: Ensure downloaded to `botserver-stack/data/<component>/`
-
-**Problem: LLM not responding**
-1. Check LLM API credentials in config
-2. Verify API key has available quota
-3. Check network connectivity to LLM provider
-4. Review request/response logs for API errors
-
-### Performance Profiling
-
-```bash
-# Profile compilation time
-cargo build --release --timings
-
-# Profile runtime performance
-cargo flamegraph --bin botserver
-
-# Check binary size
-ls -lh target/release/botserver
-
-# Memory usage
-valgrind --leak-check=full target/release/botserver
-```
+---

 ## 📖 Glossary

@ -657,284 +514,7 @@ valgrind --leak-check=full target/release/botserver

 ---

-## 🔥 Error Fixing Workflow

-### Mode 1: OFFLINE Batch Fix (PREFERRED)
-
-When given error output:
-
-```
-1. Read ENTIRE error list first
-2. Group errors by file
-3. For EACH file with errors:
-   a. View file → understand context
-   b. Fix ALL errors in that file
-   c. Write once with all fixes
-4. Move to next file
-5. REPEAT until ALL errors addressed
-6. ONLY THEN → verify with build/diagnostics
-```
-
-**NEVER run cargo build/check/clippy DURING fixing**  
-**Fix ALL errors OFFLINE first, verify ONCE at the end**
-
-### Mode 2: Interactive Loop
-
-```
-LOOP UNTIL (0 warnings AND 0 errors):
-  1. Run diagnostics → pick file with issues
-  2. Read entire file
-  3. Fix ALL issues in that file
-  4. Write file once with all fixes
-  5. Verify with diagnostics
-  6. CONTINUE LOOP
-END LOOP
-```
-
-### Common Error Patterns
-
-| Error | Fix |
-|-------|-----|
-| `expected i64, found u64` | `value as i64` |
-| `expected Option<T>, found T` | `Some(value)` |
-| `expected T, found Option<T>` | `value.unwrap_or(default)` |
-| `cannot multiply f32 by f64` | `f64::from(f32_val) * f64_val` |
-| `no field X on type Y` | Check struct definition |
-| `no variant X found` | Check enum definition |
-| `function takes N arguments` | Match function signature |
-| `cannot find function` | Add missing function or fix import |
-| `unused variable` | Delete or use with `..` in patterns |
-| `unused import` | Delete the import line |
-| `cannot move out of X because borrowed` | Use scoping `{ }` to limit borrow |
-
---
-
-## 🧠 Memory Management
-
-When compilation fails due to memory issues (process "Killed"):
-
-```bash
-pkill -9 cargo; pkill -9 rustc; pkill -9 botserver
-CARGO_BUILD_JOBS=1 cargo check -p botserver 2>&1 | tail -200
-```
-
---
-
-## 📏 File Size Limits - MANDATORY
-
-### Maximum 450 Lines Per File
-
-When a file grows beyond this limit:
-
-1. **Identify logical groups** - Find related functions
-2. **Create subdirectory module** - e.g., `handlers/`
-3. **Split by responsibility:**
-   - `types.rs` - Structs, enums, type definitions
-   - `handlers.rs` - HTTP handlers and routes
-   - `operations.rs` - Core business logic
-   - `utils.rs` - Helper functions
-   - `mod.rs` - Re-exports and configuration
-4. **Keep files focused** - Single responsibility
-5. **Update mod.rs** - Re-export all public items
-
-**NEVER let a single file exceed 450 lines - split proactively at 350 lines**
-
-### Current Files Requiring Immediate Refactoring
-
-| File | Lines | Target Split |
-|------|-------|--------------|
-| `botserver/src/drive/mod.rs` | 1522 | → 4 files |
-| `botserver/src/auto_task/app_generator.rs` | 2981 | → 7 files |
-| `botui/ui/suite/sheet/sheet.js` | 3220 | → 8 files |
-| `botserver/src/tasks/mod.rs` | 2651 | → 6 files |
-| `botserver/src/learn/mod.rs` | 2306 | → 5 files |
-
-See `TODO-refactor1.md` for detailed refactoring plans.
-
---
-
-## 🔍 Continuous Monitoring
-
-**YOLO Forever Monitoring Pattern:**
-
-The system includes automated log monitoring to catch errors in real-time:
-
-```bash
-# Continuous monitoring (check every 5 seconds)
-while true; do 
-  sleep 5
-  echo "=== Check at $(date +%H:%M:%S) ===" 
-  tail -50 botserver.log | grep -E "ERROR|WARN|CLIENT:" | tail -5 || echo "✓ Clean"
-done
-```
-
-**Quick Status Check:**
-```bash
-# Check last 200 lines for any issues
-tail -200 botserver.log | grep -E "ERROR|WARN|CLIENT:" | tail -10
-
-# Show recent server activity
-tail -30 botserver.log
-
-# Check if server is running
-ps aux | grep botserver | grep -v grep
-```
-
-**Monitoring Dashboard:**
- **Server Status**: https://localhost:8088 (health endpoint)
- **Logs**: `tail -f botserver.log`
- **Client Errors**: Look for `CLIENT:` prefix
- **Server Errors**: Look for `ERROR` or `WARN` prefixes
-
-**Status Indicators:**
- ✅ **Clean**: No ERROR/WARN/CLIENT: entries in logs
- ⚠️ **Warnings**: Non-critical issues that should be reviewed
- ❌ **Errors**: Critical issues requiring immediate attention
-
-**When Errors Appear:**
-1. Capture the full error context (50 lines before/after)
-2. Identify the component (server, client, database, etc.)
-3. Check troubleshooting section for specific fixes
-4. Update this README with discovered issues and resolutions
-
---
-
-## 🚀 Performance & Size Standards
-
-### Binary Size Optimization
- **Release Profile**: Always maintain `opt-level = "z"`, `lto = true`, `codegen-units = 1`, `strip = true`, `panic = "abort"`.
- **Dependencies**: 
-  - Run `cargo tree --duplicates` weekly to find and resolve duplicate versions.
-  - Run `cargo machete` to remove unused dependencies.
-  - Use `default-features = false` and explicitly opt-in to needed features.
-
-### Memory Optimization
- **Strings**: Prefer `&str` over `String` where possible. Use `Cow<str>` for conditional ownership.
- **Collections**: Use `Vec::with_capacity` when size is known. Consider `SmallVec` for hot paths.
- **Allocations**: Minimize heap allocations in hot paths.
- **Cloning**: Avoid unnecessary `.clone()` calls. Use references or `Cow` types.
-
-### Code Quality Issues Found
- **955 instances** of `unwrap()`/`expect()` in codebase - ALL must be replaced with proper error handling
- **12,973 instances** of excessive `clone()`/`to_string()` calls - optimize for performance
- **Test code exceptions**: `unwrap()` allowed in test files only
-
-### Linting & Code Quality
- **Clippy**: Code MUST pass `cargo clippy --all-targets --all-features` with **0 warnings**.
- **No Allow**: Do not use `#[allow(clippy::...)]` unless absolutely necessary and documented. Fix the underlying issue.
-
---
-
-## 🔐 Security Directives - MANDATORY
-
-### Error Handling - NO PANICS IN PRODUCTION
-
-```rust
-// ❌ FORBIDDEN
-value.unwrap()
-value.expect("message")
-panic!("error")
-todo!()
-unimplemented!()
-
-// ✅ REQUIRED
-value?
-value.ok_or_else(|| Error::NotFound)?
-value.unwrap_or_default()
-value.unwrap_or_else(|e| { log::error!("{}", e); default })
-if let Some(v) = value { ... }
-match value { Ok(v) => v, Err(e) => return Err(e.into()) }
-```
-
-### Command Execution - USE SafeCommand
-
-```rust
-// ❌ FORBIDDEN
-Command::new("some_command").arg(user_input).output()
-
-// ✅ REQUIRED
-use crate::security::command_guard::SafeCommand;
-SafeCommand::new("allowed_command")?
-    .arg("safe_arg")?
-    .execute()
-```
-
-### Error Responses - USE ErrorSanitizer
-
-```rust
-// ❌ FORBIDDEN
-Json(json!({ "error": e.to_string() }))
-format!("Database error: {}", e)
-
-// ✅ REQUIRED
-use crate::security::error_sanitizer::log_and_sanitize;
-let sanitized = log_and_sanitize(&e, "context", None);
-(StatusCode::INTERNAL_SERVER_ERROR, sanitized)
-```
-
-### SQL - USE sql_guard
-
-```rust
-// ❌ FORBIDDEN
-format!("SELECT * FROM {}", user_table)
-
-// ✅ REQUIRED
-use crate::security::sql_guard::{sanitize_identifier, validate_table_name};
-let safe_table = sanitize_identifier(&user_table);
-validate_table_name(&safe_table)?;
-```
-
---
-
-## ❌ Absolute Prohibitions
-
-```
-❌ NEVER use .unwrap() or .expect() in production code (tests OK)
-❌ NEVER use panic!(), todo!(), unimplemented!()
-❌ NEVER use Command::new() directly - use SafeCommand
-❌ NEVER return raw error strings to HTTP clients
-❌ NEVER use #[allow()] in source code - FIX the code instead
-❌ NEVER add lint exceptions to Cargo.toml - FIX the code instead
-❌ NEVER use _ prefix for unused variables - DELETE or USE them
-❌ NEVER leave unused imports or dead code
-❌ NEVER add comments - code must be self-documenting
-❌ NEVER modify Cargo.toml lints section!
-❌ NEVER use CDN links - all assets must be local
-❌ NEVER use cargo clean - causes 30min rebuilds, use ./reset.sh for database issues
-❌ NEVER create .md documentation files without checking botbook/ first - documentation belongs there
-```
-
---
-
-## ✅ Mandatory Code Patterns
-
-### Use Self in Impl Blocks
-```rust
-impl MyStruct {
-    fn new() -> Self { Self { } }  // ✅ Not MyStruct
-}
-```
-
-### Derive Eq with PartialEq
-```rust
-#[derive(PartialEq, Eq)]  // ✅ Always both
-struct MyStruct { }
-```
-
-### Inline Format Args
-```rust
-format!("Hello {name}")  // ✅ Not format!("{}", name)
-```
-
-### Combine Match Arms
-```rust
-match x {
-    A | B => do_thing(),  // ✅ Combine identical arms
-    C => other(),
-}
-```
-
---

 ## 🖥️ UI Architecture (botui + botserver)

@ -943,13 +523,13 @@ match x {
 | Server | Port | Purpose |
 |--------|------|---------|
 | **botui** | 3000 | Serves UI files + proxies API to botserver |
-| **botserver** | 8088 | Backend API + embedded UI fallback |
+| **botserver** | 9000 | Backend API + embedded UI fallback |

 ### How It Works

 ```
 Browser → localhost:3000 → botui (serves HTML/CSS/JS)
-                        → /api/* proxied to botserver:8088
+                        → /api/* proxied to botserver:9000
                        → /suite/* served from botui/ui/suite/
 ```

@ -1104,44 +684,18 @@ Both repositories must be pushed for changes to take effect in production.

 ## Development Workflow

-1. Read this README.md (workspace-level rules)
-2. **BEFORE creating any .md file, search botbook/ for existing documentation**
-3. Read `<project>/README.md` (project-specific rules)
-4. Use diagnostics tool to check warnings
-5. Fix all warnings with full file rewrites
-6. Verify with diagnostics after each file
-7. Never suppress warnings with `#[allow()]`
+1. Read this README.md (workspace structure)
+2. Read **[AGENTS.md](./AGENTS.md)** (coding rules & workflows)
+3. **BEFORE creating any .md file, search botbook/ for existing documentation**
+4. Read `<project>/README.md` (project-specific rules)
+5. Use diagnostics tool to check warnings
+6. Fix all warnings with full file rewrites
+7. Verify with diagnostics after each file
+8. Never suppress warnings with `#[allow()]`

 ---

-## Main Directive

-**LOOP AND COMPACT UNTIL 0 WARNINGS - MAXIMUM PRECISION**
-
- 0 warnings
- 0 errors
- Trust project diagnostics
- Respect all rules
- No `#[allow()]` in source code
- Real code fixes only
-
---
-
-## 🔑 Remember
-
- **OFFLINE FIRST** - Fix all errors from list before compiling
- **ZERO WARNINGS, ZERO ERRORS** - The only acceptable state
- **FIX, DON'T SUPPRESS** - No #[allow()], no Cargo.toml lint exceptions
- **SECURITY FIRST** - No unwrap, no raw errors, no direct commands
- **READ BEFORE FIX** - Always understand context first
- **BATCH BY FILE** - Fix ALL errors in a file at once
- **WRITE ONCE** - Single edit per file with all fixes
- **VERIFY LAST** - Only compile/diagnostics after ALL fixes
- **DELETE DEAD CODE** - Don't keep unused code around
- **Version 6.2.0** - Do not change without approval
- **GIT WORKFLOW** - ALWAYS push to ALL repositories (github, pragmatismo)
-
---

 ## License

--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit b5ee6e061acf1388aef777ddcd9a2bf84bd6ed57
+Subproject commit 0b556948f970832e8606f886853793e2bc8dc35c
--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit 827e011ac05084396aaf2c3098409bf5e02b5cf9
+Subproject commit 82a236f369e58fe0eda4df704b9ee74a725874e8
--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit 97778e06dd804be55ff761c7fe2788af0ef50626
+Subproject commit 35411f4f9e64e54b1039360ab654d537cd2958c9
--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit 2765fa2ebadc91435e8d90f068b4c96dbb77329b
+Subproject commit e7caed45a44ab319c64d90f84281dbdbcba905b7
--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit 22a1954fac2f87a0a13b5e599771273172afc73a
+Subproject commit e088a8e69eb8fe064bf1510a720d42abe159ab00
--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit 17a3caebabddbe843c2b7fd93f624b0ccd9c44fb
+Subproject commit 1727e48307fdb7b54c726af8cd6b12669764e908
--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit 125b9d43892e797f5d1dcb1909c18d94e20d7bbc
+Subproject commit 09f4c876b4ad831005e425546a79a2d4ea461652
--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit dd3d8c74dd58a1cc6d6b18d22108819519aaf9c3
+Subproject commit 3110dd587290047f283300d674ad325f4f9b3046
--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit 74e761de0dd5105885acf00183223a702a8436df
+Subproject commit 346120cb0b916f72abd2fdad577ae1c606aba1a2
--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit e286d64ce310533d648790057600c9fad5070edf
+Subproject commit dfb8ae656dd745f1fc4feae5c1deab334f90b783
--- a/package.json
+++ b/package.json
@ -1,12 +0,0 @@
-{
-  "name": "gb",
-  "version": "1.0.0",
-  "main": "index.js",
-  "author": "Rodrigo Rodriguez (Pragmatismo) <me@rodrigorodriguez.com>",
-  "license": "MIT",
-  "devDependencies": {
-    "@playwright/test": "^1.58.1",
-    "@types/node": "^25.2.0"
-  },
-  "scripts": {}
-}
--- a/playwright.config.ts
+++ b/playwright.config.ts
@ -1,79 +0,0 @@
-import { defineConfig, devices } from '@playwright/test';
-
-/**
- * Read environment variables from file.
- * https://github.com/motdotla/dotenv
- */
-// import dotenv from 'dotenv';
-// import path from 'path';
-// dotenv.config({ path: path.resolve(__dirname, '.env') });
-
-/**
- * See https://playwright.dev/docs/test-configuration.
- */
-export default defineConfig({
-  testDir: './tests',
-  /* Run tests in files in parallel */
-  fullyParallel: true,
-  /* Fail the build on CI if you accidentally left test.only in the source code. */
-  forbidOnly: !!process.env.CI,
-  /* Retry on CI only */
-  retries: process.env.CI ? 2 : 0,
-  /* Opt out of parallel tests on CI. */
-  workers: process.env.CI ? 1 : undefined,
-  /* Reporter to use. See https://playwright.dev/docs/test-reporters */
-  reporter: 'html',
-  /* Shared settings for all the projects below. See https://playwright.dev/docs/api/class-testoptions. */
-  use: {
-    /* Base URL to use in actions like `await page.goto('')`. */
-    // baseURL: 'http://localhost:3000',
-
-    /* Collect trace when retrying the failed test. See https://playwright.dev/docs/trace-viewer */
-    trace: 'on-first-retry',
-  },
-
-  /* Configure projects for major browsers */
-  projects: [
-    {
-      name: 'chromium',
-      use: { ...devices['Desktop Chrome'] },
-    },
-
-    {
-      name: 'firefox',
-      use: { ...devices['Desktop Firefox'] },
-    },
-
-    {
-      name: 'webkit',
-      use: { ...devices['Desktop Safari'] },
-    },
-
-    /* Test against mobile viewports. */
-    // {
-    //   name: 'Mobile Chrome',
-    //   use: { ...devices['Pixel 5'] },
-    // },
-    // {
-    //   name: 'Mobile Safari',
-    //   use: { ...devices['iPhone 12'] },
-    // },
-
-    /* Test against branded browsers. */
-    // {
-    //   name: 'Microsoft Edge',
-    //   use: { ...devices['Desktop Edge'], channel: 'msedge' },
-    // },
-    // {
-    //   name: 'Google Chrome',
-    //   use: { ...devices['Desktop Chrome'], channel: 'chrome' },
-    // },
-  ],
-
-  /* Run your local dev server before starting the tests */
-  // webServer: {
-  //   command: 'npm run start',
-  //   url: 'http://localhost:3000',
-  //   reuseExistingServer: !process.env.CI,
-  // },
-});
--- a/prompts/automate-incus.md
+++ b/prompts/automate-incus.md
--- a/prompts/crmex.md
+++ b/prompts/crmex.md
@ -0,0 +1,146 @@
+# Email Campaigns — Feature Plan
+
+## Existing Foundation (botserver/src/marketing/)
+- `campaigns.rs` — CrmCampaign model, CRUD handlers
+- `metrics.rs` — CampaignMetrics, ChannelBreakdown, open/click/conversion rates
+- `lists.rs` — recipient lists
+- `templates.rs` — content templates
+- `triggers.rs` — event-based sending
+- `email/tracking.rs` — open/click tracking pixels
+
+---
+
+## Features to Build
+
+### 1. Insights Dashboard
+**What:** Time series views of delivery + engagement metrics per campaign.
+
+**Data points per time bucket (hourly/daily):**
+- Sent, delivered, bounced, failed
+- Opens (unique + total), clicks, replies, unsubscribes
+- Delivery rate, open rate, click-to-open rate (CTOR)
+
+**Filters/pivots:**
+- By mailbox provider (Gmail, Outlook, Yahoo, etc. — parsed from MX/SMTP response)
+- By sender identity (from address / domain)
+- By campaign or list
+- Message search → show exact SMTP response from provider
+
+**Implementation:**
+- Add `email_delivery_events` table: `(id, campaign_id, recipient_id, event_type, provider, smtp_response, ts)`
+- API: `GET /api/campaigns/:id/insights?from=&to=&group_by=provider|identity|day`
+- UI: HTMX + chart.js time series (local vendor)
+
+---
+
+### 2. Advisor Recommendations
+**What:** Analyze sending config + results and surface actionable fixes.
+
+**Checks to run:**
+| Check | Signal | Recommendation |
+|---|---|---|
+| SPF/DKIM/DMARC | DNS lookup | "Add missing record" |
+| Bounce rate > 5% | delivery_events | "Clean list — remove hard bounces" |
+| Open rate < 15% | metrics | "Improve subject line / send time" |
+| Spam complaints > 0.1% | FBL data | "Remove complainers immediately" |
+| Sending from new IP | warmup_schedule | "Follow warmup plan" |
+| List age > 6 months | list.last_sent | "Re-engagement campaign before bulk send" |
+
+**Implementation:**
+- `marketing/advisor.rs` — `AdvisorEngine::analyze(campaign_id) -> Vec<Recommendation>`
+- API: `GET /api/campaigns/:id/advisor`
+- Runs automatically after each campaign completes
+
+---
+
+### 3. IP Warmup (like OneSignal / Mailchimp)
+**What:** Gradually increase daily send volume over 4–6 weeks to build sender reputation.
+
+**Warmup schedule (standard):**
+| Day | Max emails/day |
+|---|---|
+| 1–2 | 50 |
+| 3–4 | 100 |
+| 5–7 | 500 |
+| 8–10 | 1,000 |
+| 11–14 | 5,000 |
+| 15–21 | 10,000 |
+| 22–28 | 50,000 |
+| 29+ | unlimited |
+
+**Rules:**
+- Only send to most engaged subscribers first (opened in last 90 days)
+- Stop warmup if bounce rate > 3% or complaint rate > 0.1%
+- Resume next day at same volume if paused
+
+**Implementation:**
+- `marketing/warmup.rs` — `WarmupSchedule`, `WarmupEngine::get_daily_limit(ip, day) -> u32`
+- `warmup_schedules` table: `(id, ip, started_at, current_day, status, paused_reason)`
+- Scheduler checks warmup limit before each send batch
+- API: `GET /api/warmup/status`, `POST /api/warmup/start`
+
+---
+
+### 4. Optimized Shared Delivery
+**What:** Auto-select best sending IP based on real-time reputation signals.
+
+**Logic:**
+- Track per-IP: bounce rate, complaint rate, delivery rate (last 24h)
+- Score each IP: `score = delivery_rate - (bounce_rate * 10) - (complaint_rate * 100)`
+- Route each send to highest-scored IP for that destination provider
+- Rotate IPs to spread load and preserve reputation
+
+**Implementation:**
+- `marketing/ip_router.rs` — `IpRouter::select(destination_domain) -> IpAddr`
+- `ip_reputation` table: `(ip, provider, bounces, complaints, delivered, window_start)`
+- Plugs into Stalwart send path via botserver API
+
+---
+
+### 5. Modern Email Marketing Features
+
+| Feature | Description |
+|---|---|
+| **Send time optimization** | ML-based per-contact best send time (based on past open history) |
+| **A/B testing** | Split subject/content, auto-pick winner after N hours |
+| **Suppression list** | Global unsubscribe/bounce/complaint list, auto-applied to all sends |
+| **Re-engagement flows** | Auto-trigger "we miss you" to contacts inactive > 90 days |
+| **Transactional + marketing separation** | Separate IPs/domains for transactional vs bulk |
+| **One-click unsubscribe** | RFC 8058 `List-Unsubscribe-Post` header on all bulk sends |
+| **Preview & spam score** | Pre-send SpamAssassin score check |
+| **Link tracking** | Redirect all links through tracker, record clicks per contact |
+| **Webhook events** | Push delivery events to external URLs (Stalwart webhook → botserver) |
+
+---
+
+## DB Tables to Add
+
+```sql
+email_delivery_events (id, campaign_id, recipient_id, event_type, provider, smtp_code, smtp_response, ts)
+warmup_schedules      (id, ip, started_at, current_day, daily_limit, status, paused_reason)
+ip_reputation         (id, ip, provider, delivered, bounced, complained, window_start)
+advisor_recommendations (id, campaign_id, check_name, severity, message, created_at, dismissed)
+ab_tests              (id, campaign_id, variant_a, variant_b, split_pct, winner, decided_at)
+suppression_list      (id, org_id, email, reason, added_at)
+```
+
+---
+
+## Files to Create
+```
+botserver/src/marketing/
+├── warmup.rs          — IP warmup engine + schedule
+├── advisor.rs         — recommendation engine
+├── ip_router.rs       — optimized IP selection
+├── ab_test.rs         — A/B test logic
+├── suppression.rs     — global suppression list
+└── send_time.rs       — send time optimization
+```
+
+---
+
+## Existing Code to Extend
+- `marketing/metrics.rs` → add time-series queries + provider breakdown
+- `marketing/campaigns.rs` → add warmup_enabled, ab_test_id fields
+- `email/tracking.rs` → already has open/click tracking, extend with provider parsing
+- `core/shared/schema/` → add new tables above
--- a/prompts/folha.md
+++ b/prompts/folha.md
@ -0,0 +1,59 @@
+# detector - Detecção de Desvios na Folha
+
+## Objetivo
+- Bot detector deve usar start.bas para inserir dados via init_folha.bas
+- detecta.bas deve detectar anomalias nos dados inseridos
+
+## ✅ Status Atual
+
+### Correção REM em mod.rs (FEITA)
+**Arquivo:** `botserver/src/basic/mod.rs` linha ~588-594
+
+Filtro adicionado para `REM ` e `REM\t` no `compile_tool_script`:
+```rust
+!(trimmed.starts_with("PARAM ") ||
+  trimmed.starts_with("PARAM\t") ||
+  trimmed.starts_with("DESCRIPTION ") ||
+  trimmed.starts_with("DESCRIPTION\t") ||
+  trimmed.starts_with("REM ") ||      // <-- ADICIONADO
+  trimmed.starts_with("REM\t") ||    // <-- ADICIONADO
+  trimmed.starts_with('\'') ||
+  trimmed.starts_with('#') ||
+  trimmed.is_empty())
+```
+
+### Arquivos Envolvidos (VERIFICADOS)
+- `/opt/gbo/data/detector.gbai/detector.gbdialog/start.bas` ✅ OK
+  - Contém botões de sugestão: detecta e init_folha
+- `/opt/gbo/data/detector.gbai/detector.gbdialog/init_folha.bas` ✅ OK
+  - 4 INSERT statements para dados de exemplo
+- `/opt/gbo/data/detector.gbai/detector.gbdialog/detecta.bas` ✅ OK
+  - Usa DETECT keyword
+- `/opt/gbo/data/detector.gbai/detector.gbdialog/tables.bas` ✅ OK
+  - TABLE folha_salarios definida
+
+### Botserver (RODANDO)
+- ✅ Botserver compilado com sucesso
+- ✅ Botserver rodando em http://localhost:8080
+- ✅ Health check OK
+
+## Próximos Passos (Pendentes)
+
+1. **Testar via navegador** - Necessário instalar Playwright browsers
+   - Navegar para http://localhost:3000/detector
+   - Clicar em "⚙️ Inicializar Dados de Teste"
+   - Verificar se INSERT funciona
+   - Clicar em "🔍 Detectar Desvios na Folha"
+   - Verificar se DETECT funciona
+
+2. **Verificar se há warnings relevantes**
+   - Alguns warnings de código podem precisar ser corrigidos
+
+## Cache
+- AST limpo: `rm ./botserver-stack/data/system/work/detector.gbai/detector.gbdialog/*.ast`
+- Reiniciado: `./restart.sh`
+- Botserver: ✅ Rodando
+
+## Arquivos de Trabalho
+- Work directory: `./botserver-stack/data/system/work/detector.gbai/detector.gbdialog/`
+- Todos os arquivos BASIC estão presentes e parecem válidos
--- a/prompts/integratedsuite.md
+++ b/prompts/integratedsuite.md
@ -0,0 +1,272 @@
+# Integrated Suite — Conversational Interface Plan
+
+> **Pattern:** Every suite app exposes its own `PROMPT.md` + internal tools.
+> The shared chat bar activates app-specific context when the user is inside that app.
+> WhatsApp campaigns is the first full example.
+
+---
+
+## Architecture
+
+```
+User (WhatsApp / Suite chat bar)
+        ↓
+BotOrchestrator (core/bot/mod.rs)
+        ↓
+  detect active app context
+        ↓
+  load app PROMPT.md  +  app InternalTools
+        ↓
+  LLM with tools → tool_executor.rs
+        ↓
+  app data / actions
+```
+
+### Key existing pieces
+| File | Role |
+|---|---|
+| `core/bot/mod.rs` | `get_session_tools()` + `ToolExecutor::execute_tool_call()` |
+| `tasks/PROMPT.md` | Pattern for app-level LLM prompt |
+| `marketing/whatsapp.rs` | WhatsApp campaign send/metrics |
+| `marketing/campaigns.rs` | Campaign CRUD |
+| `marketing/lists.rs` | Recipient lists |
+| `botui/ui/suite/campaigns/` | Campaigns UI |
+
+---
+
+## Standard: Every Suite App
+
+### 1. `PROMPT.md` per app folder
+Location: `botserver/src/<app>/PROMPT.md`
+
+```markdown
+# <App> — Internal Tools Guide
+
+You are the <App> assistant. When the user is in <App>, you have access to:
+- tool: list_<entities>
+- tool: create_<entity>
+- tool: search_<entity>
+- tool: <app_specific_action>
+
+Rules:
+- Always confirm destructive actions before executing
+- Show results as structured summaries, not raw JSON
+- If user uploads a file, parse it and confirm before acting
+```
+
+### 2. `tools.rs` per app
+Location: `botserver/src/<app>/tools.rs`
+
+Registers `Vec<Tool>` (LLM function-calling schema) + handler mapping.
+Loaded by `get_session_tools()` when session's active app = this app.
+
+### 3. App context detection
+`core/bot/mod.rs` reads `session.active_app` (set by UI via `POST /api/session/context`).
+Loads `<app>/PROMPT.md` as system prompt prefix + `<app>/tools.rs` tools.
+
+---
+
+## WhatsApp Campaigns — Full Conversational Flow
+
+### Meta Rules (enforced in tools)
+- Only approved Message Templates for marketing (non-session-initiated)
+- 24h session window for free-form after user replies
+- Media: image/video/document via Media Upload API before send
+- Opt-out: always honor STOP, add to suppression list immediately
+- Rate: respect per-phone-number rate limits (1000 msg/s business tier)
+- Template category: MARKETING requires explicit opt-in from recipient
+
+### Conversation Flow (WhatsApp → campaign creation)
+
+```
+User sends to bot number:
+  "I want to send a campaign"
+        ↓
+Bot: "Great! Send me:
+  1. Your contact list (.xlsx or .csv)
+  2. The message text
+  3. An image (optional)
+  4. When to send (or 'now')"
+        ↓
+User uploads contacts.xlsx
+        ↓
+[tool: parse_contact_file]
+  → extract phone numbers, names
+  → validate E.164 format
+  → show preview: "Found 342 contacts. First 3: +55..."
+        ↓
+User sends message text
+        ↓
+[tool: check_template_compliance]
+  → check if free-form or needs approved template
+  → if template needed: list available approved templates
+  → suggest closest match
+        ↓
+User sends image (optional)
+        ↓
+[tool: upload_media]
+  → upload to Meta Media API
+  → return media_id
+        ↓
+Bot: "Ready to send to 342 contacts at 14:00 today.
+  Preview: [image] Hello {name}, ...
+  Estimated cost: $X
+  Confirm? (yes/no)"
+        ↓
+User: "yes"
+        ↓
+[tool: create_and_schedule_campaign]
+  → create campaign record
+  → apply warmup limit if IP warming
+  → schedule via TaskScheduler
+```
+
+### WhatsApp Campaign Tools (`marketing/whatsapp_tools.rs`)
+
+```rust
+// Tool definitions for LLM function calling
+pub fn whatsapp_campaign_tools() -> Vec<Tool> {
+    vec![
+        Tool::new("parse_contact_file", "Parse uploaded xlsx/csv into contact list"),
+        Tool::new("list_templates", "List approved WhatsApp message templates"),
+        Tool::new("check_template_compliance", "Check if message needs approved template"),
+        Tool::new("upload_media", "Upload image/video to Meta Media API"),
+        Tool::new("preview_campaign", "Show campaign preview with cost estimate"),
+        Tool::new("create_and_schedule_campaign", "Create campaign and schedule send"),
+        Tool::new("get_campaign_status", "Get delivery/read metrics for a campaign"),
+        Tool::new("pause_campaign", "Pause an in-progress campaign"),
+        Tool::new("list_campaigns", "List recent campaigns with metrics"),
+        Tool::new("add_to_suppression", "Add number to opt-out list"),
+    ]
+}
+```
+
+### WhatsApp PROMPT.md (`marketing/WHATSAPP_PROMPT.md`)
+
+```markdown
+# WhatsApp Campaign Assistant
+
+You help users create and manage WhatsApp marketing campaigns.
+
+## Meta Platform Rules (MANDATORY)
+- Marketing messages MUST use pre-approved templates outside 24h session window
+- Always check opt-in status before adding to campaign
+- Honor STOP/unsubscribe immediately via add_to_suppression tool
+- Never send more than warmup daily limit if IP is warming up
+- Image must be uploaded via upload_media before referencing in campaign
+
+## Conversation Style
+- Guide step by step: contacts → message → media → schedule → confirm
+- Show cost estimate before confirming
+- After send: proactively share open/read rates when available
+
+## File Handling
+- .xlsx/.csv → use parse_contact_file tool
+- Images → use upload_media tool
+- Always confirm parsed data before proceeding
+```
+
+---
+
+## Integrated Suite Chat Bar — Standard
+
+### How it works
+1. User opens any suite app (CRM, Campaigns, Drive, etc.)
+2. Chat bar at bottom activates with app context
+3. `POST /api/session/context { app: "campaigns" }` sets `session.active_app`
+4. BotOrchestrator loads `campaigns/PROMPT.md` + `campaigns/tools.rs`
+5. User can ask natural language questions or trigger actions
+
+### Examples per app
+
+| App | Example query | Tool activated |
+|---|---|---|
+| **Campaigns** | "How did last week's campaign perform?" | `get_campaign_metrics` |
+| **CRM** | "Show deals closing this month" | `list_deals` with filter |
+| **Drive** | "Find the Q1 report" | `search_files` |
+| **Tasks** | "Create a task to follow up with Acme" | `create_task` |
+| **People** | "Who hasn't been contacted in 30 days?" | `list_contacts` with filter |
+| **Mail** | "Summarize unread emails from clients" | `list_emails` + LLM summary |
+| **Sheet** | "What's the total revenue in column D?" | `query_sheet` |
+| **Learn** | "What does our refund policy say?" | `search_kb` |
+
+---
+
+## Implementation Plan
+
+### Phase 1 — Infrastructure (1 sprint)
+- [ ] `core/bot/mod.rs` — read `session.active_app`, load app PROMPT + tools
+- [ ] `core/tool_context.rs` — app tool registry: `register_app_tools(app_name) -> Vec<Tool>`
+- [ ] `POST /api/session/context` — set active app from UI
+- [ ] Suite chat bar UI component (`botui/ui/suite/partials/chatbar.html`)
+
+### Phase 2 — WhatsApp Campaigns (1 sprint)
+- [ ] `marketing/whatsapp_tools.rs` — 10 tools above
+- [ ] `marketing/WHATSAPP_PROMPT.md`
+- [ ] `marketing/file_parser.rs` — xlsx/csv → contact list
+- [ ] Meta warmup enforcement in send path
+- [ ] Conversational campaign creation flow (state machine in session)
+
+### Phase 3 — App-by-app rollout (1 app/sprint)
+Priority order based on value:
+1. CRM (deals, contacts, pipeline queries)
+2. Campaigns (email + WhatsApp)
+3. Tasks (create, assign, status)
+4. Drive (search, summarize docs)
+5. Mail (summarize, draft reply)
+6. People (segment, find contacts)
+7. Sheet (query, calculate)
+8. Learn (KB search)
+
+### Phase 4 — Cross-app intelligence
+- [ ] Global search across all apps via single query
+- [ ] "What happened today?" — aggregates activity across CRM + Mail + Tasks
+- [ ] Proactive suggestions: "You have 3 deals closing this week and no follow-up tasks"
+
+---
+
+## File Structure to Create
+
+```
+botserver/src/
+├── marketing/
+│   ├── whatsapp_tools.rs      ← NEW: LLM tool definitions + handlers
+│   ├── WHATSAPP_PROMPT.md     ← NEW: WhatsApp assistant system prompt
+│   ├── file_parser.rs         ← NEW: xlsx/csv → contacts
+│   └── warmup.rs              ← NEW: (from campaigns.md plan)
+├── core/
+│   ├── tool_registry.rs       ← NEW: app → tools mapping
+│   └── bot/
+│       └── app_context.rs     ← NEW: load app prompt + tools per session
+├── crm/
+│   ├── tools.rs               ← NEW
+│   └── PROMPT.md              ← NEW
+├── tasks/
+│   └── tools.rs               ← NEW (PROMPT.md exists)
+└── <each app>/
+    ├── tools.rs               ← NEW per app
+    └── PROMPT.md              ← NEW per app
+
+botui/ui/suite/
+└── partials/
+    └── chatbar.html           ← NEW: shared chat bar component
+```
+
+---
+
+## Chat Bar UI (`partials/chatbar.html`)
+
+```html
+<div id="suite-chatbar" class="chatbar">
+  <div id="chatbar-messages" hx-ext="ws" ws-connect="/ws/suite-chat"></div>
+  <form ws-send>
+    <input type="hidden" name="app_context" value="{{ active_app }}">
+    <input type="file" id="chatbar-file" name="file" accept=".xlsx,.csv,.png,.jpg,.pdf" style="display:none">
+    <button type="button" onclick="document.getElementById('chatbar-file').click()">📎</button>
+    <input type="text" name="message" placeholder="Ask anything about {{ active_app }}...">
+    <button type="submit">→</button>
+  </form>
+</div>
+```
+
+File uploads go to `POST /api/suite/upload` → stored in Drive → media_id passed to tool.
--- a/prompts/switcher.md
+++ b/prompts/switcher.md
@ -0,0 +1,434 @@
+# SWITCHER Feature - Response Format Modifiers
+
+## Overview
+Add a switcher interface that allows users to toggle response modifiers that influence how the AI generates responses. Unlike suggestions (which are one-time actions), switchers are persistent toggles that remain active until deactivated.
+
+## Location
+`botui/ui/suite/chat/` - alongside existing suggestion buttons
+
+## Syntax
+
+### Standard Switcher (predefined prompt)
+```
+ADD SWITCHER "tables" AS "Tabelas"
+```
+
+### Custom Switcher (with custom prompt)
+```
+ADD SWITCHER "sempre mostrar 10 perguntas" AS "Mostrar Perguntas"
+```
+
+## What Switcher Does
+
+The switcher:
+1. **Injects the prompt** into every LLM request
+2. **The prompt** can be:
+   - **Standard**: References a predefined prompt by ID (`"tables"`, `"cards"`, etc.)
+   - **Custom**: Any custom instruction string (`"sempre mostrar 10 perguntas"`)
+3. **Influences** the AI response format
+4. **Persists** until toggled OFF
+
+## Available Standard Switchers
+
+| ID | Label | Color | Description |
+|----|--------|--------|-------------|
+| tables | Tabelas | #4CAF50 | Format responses as tables |
+| infographic | Infográfico | #2196F3 | Visual, graphical representations |
+| cards | Cards | #FF9800 | Card-based layout |
+| list | Lista | #9C27B0 | Bulleted lists |
+| comparison | Comparação | #E91E63 | Side-by-side comparisons |
+| timeline | Timeline | #00BCD4 | Chronological ordering |
+| markdown | Markdown | #607D8B | Standard markdown |
+| chart | Gráfico | #F44336 | Charts and diagrams |
+
+## Predefined Prompts (Backend)
+
+Each standard ID maps to a predefined prompt in the backend:
+
+```
+ID: tables
+Prompt: "REGRAS DE FORMATO: SEMPRE retorne suas respostas em formato de tabela HTML usando <table>, <thead>, <tbody>, <tr>, <th>, <td>. Cada dado deve ser uma célula. Use cabeçalhos claros na primeira linha. Se houver dados numéricos, alinhe à direita. Se houver texto, alinhe à esquerda. Use cores sutis em linhas alternadas (nth-child). NÃO use markdown tables, use HTML puro."
+
+ID: infographic
+Prompt: "REGRAS DE FORMATO: Crie representações visuais HTML usando SVG, progress bars, stat cards, e elementos gráficos. Use elementos como: <svg> para gráficos, <div style="width:X%;background:color"> para barras de progresso, ícones emoji, badges coloridos. Organize informações visualmente com grids, flexbox, e espaçamento. Inclua legendas e rótulos visuais claros."
+
+ID: cards
+Prompt: "REGRAS DE FORMATO: Retorne informações em formato de cards HTML. Cada card deve ter: <div class="card" style="border:1px solid #ddd;border-radius:8px;padding:16px;margin:8px;box-shadow:0 2px 4px rgba(0,0,0,0.1)">. Dentro do card use: título em <h3> ou <strong>, subtítulo em <p> style="color:#666", ícone emoji ou ícone SVG no topo, badges de status. Organize cards em grid usando display:grid ou flex-wrap."
+
+ID: list
+Prompt: "REGRAS DE FORMATO: Use apenas listas HTML: <ul> para bullets e <ol> para números numerados. Cada item em <li>. Use sublistas aninhadas quando apropriado. NÃO use parágrafos de texto, converta tudo em itens de lista. Adicione ícones emoji no início de cada <li> quando possível. Use classes CSS para estilização: .list-item, .sub-list."
+
+ID: comparison
+Prompt: "REGRAS DE FORMATO: Crie comparações lado a lado em HTML. Use grid de 2 colunas: <div style="display:grid;grid-template-columns:1fr 1fr;gap:20px">. Cada lado em uma <div class="comparison-side"> com borda colorida distinta. Use headers claros para cada lado. Adicione seção de "Diferenças Chave" com bullet points. Use cores contrastantes para cada lado (ex: azul vs laranja). Inclua tabela de comparação resumida no final."
+
+ID: timeline
+Prompt: "REGRAS DE FORMATO: Organize eventos cronologicamente em formato de timeline HTML. Use <div class="timeline"> com border-left vertical. Cada evento em <div class="timeline-item"> com: data em <span class="timeline-date" style="font-weight:bold;color:#666">, título em <h3>, descrição em <p>. Adicione círculo indicador na timeline line. Ordene do mais antigo para o mais recente. Use espaçamento claro entre eventos."
+
+ID: markdown
+Prompt: "REGRAS DE FORMATO: Use exclusivamente formato Markdown padrão. Sintaxe permitida: **negrito**, *itálico*, `inline code`, ```bloco de código```, # cabeçalhos, - bullets, 1. números, [links](url), ![alt](url), | tabela | markdown |. NÃO use HTML tags exceto para blocos de código. Siga estritamente a sintaxe CommonMark."
+
+ID: chart
+Prompt: "REGRAS DE FORMATO: Crie gráficos e diagramas em HTML SVG. Use elementos SVG: <svg width="X" height="Y">, <line> para gráficos de linha, <rect> para gráficos de barra, <circle> para gráficos de pizza, <path> para gráficos de área. Inclua eixos com labels, grid lines, legendas. Use cores distintas para cada série de dados (ex: vermelho, azul, verde). Adicione tooltips com valores ao hover. Se o usuário pedir gráfico de pizza com "pizza vermelha", use fill="#FF0000" no SVG."
+```
+
+## UI Design
+
+### HTML Structure
+```html
+<div class="switchers-container" id="switchers">
+    <div class="switchers-label">Formato:</div>
+    <div class="switchers-chips" id="switchersChips">
+        <!-- Switcher chips will be rendered here -->
+    </div>
+</div>
+```
+
+### Placement
+Position the switchers container **above** the suggestions container:
+```html
+<footer>
+    <div class="switchers-container" id="switchers"></div>
+    <div class="suggestions-container" id="suggestions"></div>
+    <!-- ... existing form ... -->
+</footer>
+```
+
+### CSS Styling
+
+#### Container
+```css
+.switchers-container {
+    display: flex;
+    align-items: center;
+    gap: 12px;
+    padding: 8px 16px;
+    flex-wrap: wrap;
+    background: rgba(0, 0, 0, 0.02);
+    border-top: 1px solid rgba(0, 0, 0, 0.05);
+}
+
+.switchers-label {
+    font-size: 13px;
+    font-weight: 600;
+    color: #666;
+    text-transform: uppercase;
+    letter-spacing: 0.5px;
+}
+```
+
+#### Switcher Chips (Toggle Buttons)
+```css
+.switchers-chips {
+    display: flex;
+    gap: 8px;
+    flex-wrap: wrap;
+}
+
+.switcher-chip {
+    display: flex;
+    align-items: center;
+    gap: 6px;
+    padding: 6px 12px;
+    border-radius: 20px;
+    border: 2px solid transparent;
+    font-size: 13px;
+    font-weight: 500;
+    cursor: pointer;
+    transition: all 0.2s ease;
+    background: rgba(0, 0, 0, 0.05);
+    color: #666;
+    user-select: none;
+}
+
+.switcher-chip:hover {
+    background: rgba(0, 0, 0, 0.08);
+    transform: translateY(-1px);
+}
+
+.switcher-chip.active {
+    border-color: currentColor;
+    background: currentColor;
+    color: white;
+    box-shadow: 0 2px 8px rgba(0, 0, 0, 0.15);
+}
+
+.switcher-chip-icon {
+    font-size: 14px;
+}
+```
+
+## JavaScript Implementation
+
+### State Management
+```javascript
+// Track active switchers
+var activeSwitchers = new Set();
+
+// Switcher definitions (from ADD SWITCHER commands in start.bas)
+var switcherDefinitions = [
+    {
+        id: 'tables',
+        label: 'Tabelas',
+        icon: '📊',
+        color: '#4CAF50'
+    },
+    {
+        id: 'infographic',
+        label: 'Infográfico',
+        icon: '📈',
+        color: '#2196F3'
+    },
+    {
+        id: 'cards',
+        label: 'Cards',
+        icon: '🃏',
+        color: '#FF9800'
+    },
+    {
+        id: 'list',
+        label: 'Lista',
+        icon: '📋',
+        color: '#9C27B0'
+    },
+    {
+        id: 'comparison',
+        label: 'Comparação',
+        icon: '⚖️',
+        color: '#E91E63'
+    },
+    {
+        id: 'timeline',
+        label: 'Timeline',
+        icon: '📅',
+        color: '#00BCD4'
+    },
+    {
+        id: 'markdown',
+        label: 'Markdown',
+        icon: '📝',
+        color: '#607D8B'
+    },
+    {
+        id: 'chart',
+        label: 'Gráfico',
+        icon: '📉',
+        color: '#F44336'
+    }
+];
+```
+
+### Render Switchers
+```javascript
+function renderSwitchers() {
+    var container = document.getElementById("switcherChips");
+    if (!container) return;
+
+    container.innerHTML = switcherDefinitions.map(function(sw) {
+        var isActive = activeSwitchers.has(sw.id);
+        return (
+            '<div class="switcher-chip' + (isActive ? ' active' : '') + '" ' +
+            'data-switch-id="' + sw.id + '" ' +
+            'style="--switcher-color: ' + sw.color + '; ' +
+            (isActive ? 'color: ' + sw.color + ' background: ' + sw.color + '; ' : '') +
+            '">' +
+            '<span class="switcher-chip-icon">' + sw.icon + '</span>' +
+            '<span>' + sw.label + '</span>' +
+            '</div>'
+        );
+    }).join('');
+
+    // Add click handlers
+    container.querySelectorAll('.switcher-chip').forEach(function(chip) {
+        chip.addEventListener('click', function() {
+            toggleSwitcher(this.getAttribute('data-switch-id'));
+        });
+    });
+}
+```
+
+### Toggle Handler
+```javascript
+function toggleSwitcher(switcherId) {
+    if (activeSwitchers.has(switcherId)) {
+        activeSwitchers.delete(switcherId);
+    } else {
+        activeSwitchers.add(switcherId);
+    }
+    renderSwitchers();
+}
+```
+
+### Message Enhancement
+When sending a user message, prepend active switcher prompts:
+
+```javascript
+function sendMessage(messageContent) {
+    // ... existing code ...
+
+    var content = messageContent || input.value.trim();
+    if (!content) return;
+
+    // Prepend active switcher prompts
+    var enhancedContent = content;
+    if (activeSwitchers.size > 0) {
+        // Get prompts for active switchers from backend
+        var activePrompts = [];
+        activeSwitchers.forEach(function(id) {
+            // Backend has predefined prompts for each ID
+            activePrompts.push(getSwitcherPrompt(id));
+        });
+
+        // Inject prompts before user message
+        if (activePrompts.length > 0) {
+            enhancedContent = activePrompts.join('\n\n') + '\n\n---\n\n' + content;
+        }
+    }
+
+    // Send enhanced content
+    addMessage("user", content);
+
+    if (ws && ws.readyState === WebSocket.OPEN) {
+        ws.send(JSON.stringify({
+            bot_id: currentBotId,
+            user_id: currentUserId,
+            session_id: currentSessionId,
+            channel: "web",
+            content: enhancedContent,
+            message_type: MessageType.USER,
+            timestamp: new Date().toISOString(),
+        }));
+    }
+}
+
+function getSwitcherPrompt(switcherId) {
+    // Get predefined prompt from backend or API
+    // For example, tables ID maps to:
+    // "REGRAS DE FORMATO: SEMPRE retorne suas respostas em formato de tabela HTML..."
+    var switcher = switcherDefinitions.find(function(s) { return s.id === switcherId; });
+    if (!switcher) return "";
+
+    // This could be fetched from backend or stored locally
+    return SWITCHER_PROMPTS[switcherId] || "";
+}
+```
+
+## Bot Integration (start.bas)
+
+The bot receives the switcher prompt injected into the user message and simply passes it to the LLM.
+
+### Example in start.bas
+
+```basic
+REM Switcher prompts are automatically injected by frontend
+REM Just pass user_input to LLM - no parsing needed!
+
+REM If user types: "mostra os cursos"
+REM And "Tabelas" switcher is active
+REM Frontend sends: "REGRAS DE FORMATO: SEMPRE retorne suas respostas em formato de tabela HTML... --- mostra os cursos"
+
+REM Bot passes directly to LLM:
+response$ = CALL_LLM(user_input)
+
+REM The LLM will follow the REGRAS DE FORMATO instructions
+```
+
+### Multiple Active Switchers
+
+When multiple switchers are active, all prompts are injected:
+
+```basic
+REM Frontend injects multiple REGRAS DE FORMATO blocks
+REM Example with "Tabelas" and "Gráfico" active:
+REM
+REM "REGRAS DE FORMATO: SEMPRE retorne suas respostas em formato de tabela HTML...
+REM  REGRAS DE FORMATO: Crie gráficos e diagramas em HTML SVG...
+REM  ---
+REM  mostra os dados de vendas"
+
+REM Bot passes to LLM:
+response$ = CALL_LLM(user_input)
+```
+
+## Implementation Steps
+
+1. ✅ Create prompts/switcher.md (this file)
+2. ⬜ Define predefined prompts in backend (map IDs to prompt strings)
+3. ⬜ Add HTML structure to chat.html (switchers container)
+4. ⬜ Add CSS styles to chat.css (switcher chip styles)
+5. ⬜ Add switcher definitions to chat.js
+6. ⬜ Implement renderSwitchers() function
+7. ⬜ Implement toggleSwitcher() function
+8. ⬜ Modify sendMessage() to prepend switcher prompts
+9. ⬜ Update salesianos bot start.bas to use ADD SWITCHER commands
+10. ⬜ Test locally with all switcher options
+11. ⬜ Verify multiple switchers can be active simultaneously
+12. ⬜ Test persistence across page refreshes (optional - localStorage)
+
+## Testing Checklist
+
+- [ ] Switchers appear above suggestions
+- [ ] Switchers are colorful and match their defined colors
+- [ ] Clicking a switcher toggles it on/off
+- [ ] Multiple switchers can be active simultaneously
+- [ ] Active switchers have distinct visual state (border, background, shadow)
+- [ ] Formatted responses match the selected format
+- [ ] Toggling off removes the format modifier
+- [ ] Works with empty active switchers (normal response)
+- [ ] Works in combination with suggestions
+- [ ] Responsive design on mobile devices
+
+## Files to Modify
+
+1. `botui/ui/suite/chat/chat.html` - Add switcher container HTML
+2. `botui/ui/suite/chat/chat.css` - Add switcher styles
+3. `botui/ui/suite/chat/chat.js` - Add switcher logic
+4. `botserver/bots/salesianos/start.bas` - Add ADD SWITCHER commands
+
+## Example start.bas
+
+```basic
+USE_WEBSITE("https://salesianos.br", "30d")
+
+USE KB "carta"
+USE KB "proc"
+
+USE TOOL "inscricao"
+USE TOOL "consultar_inscricao"
+USE TOOL "agendamento_visita"
+USE TOOL "informacoes_curso"
+USE TOOL "documentos_necessarios"
+USE TOOL "contato_secretaria"
+USE TOOL "calendario_letivo"
+
+ADD_SUGGESTION_TOOL "inscricao" AS "Fazer Inscrição"
+ADD_SUGGESTION_TOOL "consultar_inscricao" AS "Consultar Inscrição"
+ADD_SUGGESTION_TOOL "agendamento_visita" AS "Agendar Visita"
+ADD_SUGGESTION_TOOL "informacoes_curso" AS "Informações de Cursos"
+ADD_SUGGESTION_TOOL "documentos_necessarios" AS "Documentos Necessários"
+ADD_SUGGESTION_TOOL "contato_secretaria" AS "Falar com Secretaria"
+ADD_SUGGESTION_TOOL "segunda_via" AS "Segunda Via de Boleto"
+ADD_SUGGESTION_TOOL "calendario_letivo" AS "Calendário Letivo"
+ADD_SUGGESTION_TOOL "outros" AS "Outros"
+
+ADD SWITCHER "tables" AS "Tabelas"
+ADD SWITCHER "infographic" AS "Infográfico"
+ADD SWITCHER "cards" AS "Cards"
+ADD SWITCHER "list" AS "Lista"
+ADD SWITCHER "comparison" AS "Comparação"
+ADD SWITCHER "timeline" AS "Timeline"
+ADD SWITCHER "markdown" AS "Markdown"
+ADD SWITCHER "chart" AS "Gráfico"
+
+TALK "Olá! Sou o assistente virtual da Escola Salesiana. Como posso ajudá-lo hoje com inscrições, visitas, informações sobre cursos, documentos ou calendário letivo? Você pode também escolher formatos de resposta acima da caixa de mensagem."
+```
+
+## Notes
+
+- Switchers are **persistent** until deactivated
+- Multiple switchers can be active at once
+- Switcher prompts are prepended to user messages with "---" separator
+- The backend (LLM) should follow these format instructions
+- UI should provide clear visual feedback for active switchers
+- Color coding helps users quickly identify active formats
+- Standard switchers use predefined prompts in backend
+- Custom switchers allow any prompt string to be injected
--- a/prompts/usekb2.md
+++ b/prompts/usekb2.md
@ -0,0 +1,154 @@
+# USE KB 2.0: Group-Based Knowledge Base Access
+
+## Overview
+Modify the USE KB keyword to respect user group permissions, ensuring that THINK KB queries only return answers from knowledge base folders that belong to groups the logged-in user is a member of.
+
+## Current Architecture
+
+### USE KB Flow
+1. User executes `USE KB "kb_name"` in BASIC script
+2. `use_kb.rs:add_kb_to_session()` checks if KB exists in `kb_collections`
+3. Creates default KB entry if not found
+4. Adds association to `session_kb_associations` table
+5. KB becomes active for the session
+
+### THINK KB Flow
+1. User executes `THINK KB "query"`
+2. `think_kb.rs:think_kb_search()` gets all active KBs from `session_kb_associations`
+3. For each active KB, calls `KnowledgeBaseManager.search()` on its Qdrant collection
+4. Returns combined results from all active KBs
+
+### Group System
+- Groups stored in `rbac_groups` table
+- User membership in `rbac_user_groups` table
+- Group permissions via `rbac_group_roles` table
+
+## Proposed Changes
+
+### 1. Database Schema Changes
+
+Add new table `kb_group_associations`:
+
+```sql
+CREATE TABLE kb_group_associations (
+    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
+    kb_id UUID NOT NULL REFERENCES kb_collections(id) ON DELETE CASCADE,
+    group_id UUID NOT NULL REFERENCES rbac_groups(id) ON DELETE CASCADE,
+    granted_by UUID REFERENCES users(id) ON DELETE SET NULL,
+    granted_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
+    UNIQUE(kb_id, group_id)
+);
+```
+
+Migration file: `botserver/migrations/6.2.0-01-kb-groups/up.sql`
+
+### 2. Backend Logic Changes
+
+#### Modify `think_kb_search()` in `think_kb.rs`
+- Add user group lookup before searching
+- Filter active KBs to only those accessible by user's groups
+- Allow access if KB has no group associations (public KBs) OR user is in associated groups
+
+```rust
+async fn think_kb_search(
+    kb_manager: Arc<KnowledgeBaseManager>,
+    db_pool: DbPool,
+    session_id: Uuid,
+    bot_id: Uuid,
+    user_id: Uuid,  // Add user_id parameter
+    query: &str,
+) -> Result<serde_json::Value, String> {
+    // Get user's groups
+    let user_groups = get_user_groups(&db_pool, user_id)?;
+    
+    // Get active KBs filtered by groups
+    let accessible_kbs = get_accessible_kbs_for_session(&db_pool, session_id, &user_groups)?;
+    
+    // Search only accessible KBs
+    // ... rest of search logic
+}
+```
+
+#### Add `get_accessible_kbs_for_session()` function
+```rust
+fn get_accessible_kbs_for_session(
+    conn_pool: &DbPool,
+    session_id: Uuid,
+    user_groups: &[String],
+) -> Result<Vec<(String, String, String)>, String> {
+    // Query that joins session_kb_associations with kb_group_associations
+    // Returns KBs where group_id IS NULL (public) OR group_id IN user_groups
+}
+```
+
+#### Modify `add_kb_to_session()` in `use_kb.rs`
+- Add optional group access check
+- Allow USE KB if user has access to the KB's groups
+
+### 3. API Changes
+
+Add new endpoints in `rbac.rs` for KB-group management:
+
+```rust
+// Assign KB to group
+POST /api/rbac/kbs/{kb_id}/groups/{group_id}
+
+// Remove KB from group  
+DELETE /api/rbac/kbs/{kb_id}/groups/{group_id}
+
+// Get groups for KB
+GET /api/rbac/kbs/{kb_id}/groups
+
+// Get KBs accessible by user
+GET /api/rbac/users/{user_id}/accessible-kbs
+```
+
+### 4. Frontend Changes
+
+#### Update `botui/ui/suite/admin/groups.html`
+- Add "Knowledge Bases" tab to group detail panel
+- Show list of KBs assigned to the group
+- Allow adding/removing KB assignments
+
+#### Update `botui/ui/suite/drive/drive.html` 
+- Add group visibility indicators for KB folders
+- Show which groups have access to each KB
+
+### 5. Migration Strategy
+
+1. Create new migration for `kb_group_associations` table
+2. Run migration to create table
+3. Assign existing KBs to default groups (e.g., "all_users" group)
+4. Update application code
+5. Deploy and test
+
+### 6. Backward Compatibility
+
+- Existing KBs without group associations remain public
+- Existing USE KB calls continue to work
+- THINK KB will filter results based on new permissions
+
+## Implementation Steps
+
+1. ✅ Database migration for kb_group_associations
+2. ✅ Modify think_kb_search to accept user_id and filter by groups  
+3. ✅ Update THINK KB keyword registration to pass user_id
+4. ✅ Add group access check to USE KB
+5. ✅ Add API endpoints for KB-group management
+6. ✅ Update admin UI for group-KB assignment
+7. ✅ Update drive UI to show group access
+8. ✅ Add tests for group-based access control
+
+## Security Considerations
+
+- All KB access checks must happen at the database level
+- No client-side filtering of search results
+- Group membership verified on each request
+- Audit logging for KB access attempts
+
+## Testing
+
+- Unit tests for group access functions
+- Integration tests for THINK KB with group filtering
+- UI tests for admin group-KB management
+- End-to-end tests with different user group scenarios
--- a/reset.sh
+++ b/reset.sh
@ -1 +1,10 @@
-rm -rf botserver-stack/ ./work/ .env 
+#!/bin/bash
+set -e
+
+echo "Cleaning up..."
+rm -rf botserver-stack/ ./work/ .env
+
+echo "Starting services..."
+./restart.sh
+
+echo "Reset complete!"
--- a/restart.ps1
+++ b/restart.ps1
@ -0,0 +1,32 @@
+$ErrorActionPreference = "Continue"
+
+Write-Host "Stopping..."
+Stop-Process -Name "botserver" -Force -ErrorAction SilentlyContinue
+Stop-Process -Name "botui" -Force -ErrorAction SilentlyContinue
+Stop-Process -Name "rustc" -Force -ErrorAction SilentlyContinue
+
+Write-Host "Cleaning..."
+Remove-Item -Path "botserver.log", "botui.log" -Force -ErrorAction SilentlyContinue
+
+Write-Host "Building..."
+cargo build -p botserver
+if ($LASTEXITCODE -ne 0) { Write-Host "Failed to build botserver"; exit 1 }
+
+cargo build -p botui
+if ($LASTEXITCODE -ne 0) { Write-Host "Failed to build botui"; exit 1 }
+
+Write-Host "Starting botserver..."
+$env:PORT = "8080"
+$env:RUST_LOG = "debug"
+$env:PATH += ";C:\pgsql\pgsql\bin;C:\pgsql\pgsql\lib"
+$botserverProcess = Start-Process -PassThru -NoNewWindow -FilePath ".\target\debug\botserver.exe" -ArgumentList "--noconsole" -RedirectStandardOutput "botserver.log" -RedirectStandardError "botserver.log"
+Write-Host "  PID: $($botserverProcess.Id)"
+
+Write-Host "Starting botui..."
+$env:BOTSERVER_URL = "http://localhost:8080"
+$env:PORT = "3000"
+$botuiProcess = Start-Process -PassThru -NoNewWindow -FilePath ".\target\debug\botui.exe" -RedirectStandardOutput "botui.log" -RedirectStandardError "botui.log"
+Write-Host "  PID: $($botuiProcess.Id)"
+
+Write-Host "Done. Logs are being written to botserver.log and botui.log"
+Write-Host "To view logs, you can use: Get-Content botserver.log -Wait"
--- a/restart.sh
+++ b/restart.sh
@ -1,28 +1,49 @@
 #!/bin/bash
-set -e

-echo "🛑 Stopping existing processes..."
-pkill -f botserver || true
-pkill -f botui || true
-pkill -f rustc || true
+echo "=== Fast Restart: botserver + botmodels only ==="

-echo "🧹 Cleaning logs..."
-rm -f botserver.log botui.log
+# Kill only the app services, keep infra running
+pkill -f "botserver --noconsole" || true
+pkill -f "botmodels" || true

-echo "🔨 Building botserver..."
+# Clean logs
+rm -f botserver.log botmodels.log
+
+# Build only botserver (botui likely already built)
 cargo build -p botserver

-echo "🔨 Building botui..."
-cargo build -p botui
+# Start botmodels
+cd botmodels
+source venv/bin/activate
+uvicorn src.main:app --host 0.0.0.0 --port 8085 > ../botmodels.log 2>&1 &
+echo "  botmodels PID: $!"
+cd ..

-echo "🚀 Starting botserver..."
-RUST_LOG=info ./target/debug/botserver --noconsole > botserver.log 2>&1 &
-BOTSERVER_PID=$!
+# Wait for botmodels
+for i in $(seq 1 20); do
+  if curl -s http://localhost:8085/api/health > /dev/null 2>&1; then
+    echo "  botmodels ready"
+    break
+  fi
+  sleep 1
+done

-echo "🚀 Starting botui..."
-BOTSERVER_URL="https://localhost:8088" ./target/debug/botui > botui.log 2>&1 &
-BOTUI_PID=$!
+# Start botserver (keep botui running if already up)
+if ! pgrep -f "botui" > /dev/null; then
+  echo "Starting botui..."
+  cargo build -p botui
+  cd botui
+  BOTSERVER_URL="http://localhost:8080" ./target/debug/botui > ../botui.log 2>&1 &
+  echo "  botui PID: $!"
+  cd ..
+fi

-echo "✅ Started botserver (PID: $BOTSERVER_PID) and botui (PID: $BOTUI_PID)"
-echo "📊 Monitor with: tail -f botserver.log botui.log"
-echo "🌐 Access at: http://localhost:3000"
+# Start botserver
+BOTMODELS_HOST="http://localhost:8085" BOTMODELS_API_KEY="starter" RUST_LOG=info ./target/debug/botserver --noconsole > botserver.log 2>&1 &
+echo "  botserver PID: $!"
+
+# Quick health check
+sleep 2
+curl -s http://localhost:8080/health > /dev/null 2>&1 && echo "✅ botserver ready" || echo "❌ botserver failed"
+
+echo "Done. botserver $(pgrep -f 'botserver --noconsole') botui $(pgrep -f botui) botmodels $(pgrep -f botmodels)"
--- a/snapshot_chat_ready.yml
+++ b/snapshot_chat_ready.yml
@ -0,0 +1,31 @@
+- generic [ref=e5]:
+  - generic [ref=e6]:
+    - generic [ref=e7]: Chat
+    - generic [ref=e8]:
+      - button [ref=e9] [cursor=pointer]:
+        - img [ref=e10]
+      - button [ref=e11] [cursor=pointer]:
+        - img [ref=e12]
+      - button [ref=e14] [cursor=pointer]:
+        - img [ref=e15]
+  - generic [ref=e18]:
+    - generic [ref=e19]:
+      - main [ref=e20]:
+        - paragraph [ref=e23]: Olá! Bem-vinda(o) ao assistente virtual do Salesianos.
+        - generic [ref=e25]: oi
+      - contentinfo [ref=e29]:
+        - generic [ref=e30]:
+          - button "Cartas" [ref=e31] [cursor=pointer]
+          - button "Procedimentos" [ref=e32] [cursor=pointer]
+          - button "Tabelas" [ref=e33] [cursor=pointer]
+        - generic [ref=e34]:
+          - generic [ref=e35]:
+            - button "Agent" [ref=e36] [cursor=pointer]
+            - button "Chat" [ref=e37] [cursor=pointer]
+          - textbox "Message... (type @ to mention)" [active] [ref=e38]
+          - button "↑" [ref=e39] [cursor=pointer]
+      - button "Scroll to bottom":
+        - img
+    - generic:
+      - generic:
+        - button "View"
--- a/snapshot_initial.yml
+++ b/snapshot_initial.yml
@ -0,0 +1,30 @@
+- generic [ref=e106]:
+  - generic [ref=e107]:
+    - generic [ref=e108]: Chat
+    - generic [ref=e109]:
+      - button [ref=e110] [cursor=pointer]:
+        - img [ref=e111]
+      - button [ref=e112] [cursor=pointer]:
+        - img [ref=e113]
+      - button [ref=e115] [cursor=pointer]:
+        - img [ref=e116]
+  - generic [ref=e119]:
+    - generic [ref=e120]:
+      - main [ref=e194]:
+        - paragraph [ref=e197]: Olá! Bem-vinda(o) ao assistente virtual do Salesianos.
+      - contentinfo [ref=e166]:
+        - generic [ref=e198]:
+          - button "Cartas" [ref=e199] [cursor=pointer]
+          - button "Procedimentos" [ref=e200] [cursor=pointer]
+          - button "Tabelas" [ref=e201] [cursor=pointer]
+        - generic [ref=e169]:
+          - generic [ref=e170]:
+            - button "Agent" [ref=e171] [cursor=pointer]
+            - button "Chat" [ref=e172] [cursor=pointer]
+          - textbox "Message... (type @ to mention)" [active] [ref=e173]
+          - button "↑" [ref=e174] [cursor=pointer]
+      - button "Scroll to bottom":
+        - img
+    - generic:
+      - generic:
+        - button "View"
--- a/snapshot_response.yml
+++ b/snapshot_response.yml
@ -0,0 +1,61 @@
+- generic [ref=e106]:
+  - generic [ref=e107]:
+    - generic [ref=e108]: Chat
+    - generic [ref=e109]:
+      - button [ref=e110] [cursor=pointer]:
+        - img [ref=e111]
+      - button [ref=e112] [cursor=pointer]:
+        - img [ref=e113]
+      - button [ref=e115] [cursor=pointer]:
+        - img [ref=e116]
+  - generic [ref=e119]:
+    - generic [ref=e120]:
+      - main [ref=e194]:
+        - paragraph [ref=e197]: Olá! Bem-vinda(o) ao assistente virtual do Salesianos.
+        - generic [ref=e203]: oi
+        - generic [ref=e326]:
+          - generic [ref=e327]:
+            - heading "Olá! Seja bem-vindo(a)!" [level=1] [ref=e330]
+            - heading "Sou o assistente virtual da Escola Salesiana" [level=2] [ref=e331]
+            - paragraph [ref=e332]:
+              - text: É uma grande alegria recebê-lo aqui! Meu nome é o Assistente Virtual Salesiano, criado para ser ponte entre você e toda a riqueza da nossa instituição, fundamentada nos ideais de Dom Bosco e na
+              - strong [ref=e333]: Pedagogia Preventiva
+              - text: .
+            - paragraph [ref=e334]: Baseado nas cartas inspiradoras de Dom Bosco e no modo salesiano de educar, estou aqui para ajudá-lo com informações, orientações e todo o suporte que precisar sobre nossa escola.
+            - generic [ref=e335]:
+              - paragraph [ref=e336]:
+                - strong [ref=e337]: Como posso ser útil hoje?
+              - paragraph [ref=e338]:
+                - text: Posso orientá-lo sobre
+                - strong [ref=e339]: matrículas
+                - text: ","
+                - strong [ref=e340]: protocolos escolares
+                - text: ","
+                - strong [ref=e341]: eventos
+                - text: ","
+                - strong [ref=e342]: calendário acadêmico
+                - text: ","
+                - strong [ref=e343]: projetos pedagógicos
+                - text: e muito mais. Sinta-se à vontade para perguntar sobre qualquer aspecto da nossa comunidade educativa!
+          - generic [ref=e344]:
+            - generic [ref=e345]:
+              - img [ref=e346]
+              - heading "Calendário" [level=3] [ref=e348]
+              - paragraph [ref=e349]: Datas importantes, feriados, eventos e prazos do ano letivo.
+            - img [ref=e351]
+      - contentinfo [ref=e166]:
+        - generic [ref=e198]:
+          - button "Cartas" [ref=e199] [cursor=pointer]
+          - button "Procedimentos" [ref=e200] [cursor=pointer]
+          - button "Tabelas" [ref=e201] [cursor=pointer]
+        - generic [ref=e169]:
+          - generic [ref=e170]:
+            - button "Agent" [ref=e171] [cursor=pointer]
+            - button "Chat" [ref=e172] [cursor=pointer]
+          - textbox "Message... (type @ to mention)" [active] [ref=e173]
+          - button "↑" [ref=e174] [cursor=pointer]
+      - button "Scroll to bottom":
+        - img
+    - generic:
+      - generic:
+        - button "View"
--- a/start.bas
+++ b/start.bas
@ -1,28 +0,0 @@
-REM Knowledge Base Website Crawler Bot - Start Template
-REM Sets up bot context and crawled websites, then exits
-
-REM Load bot introduction
-intro = GET BOT MEMORY "introduction"
-IF intro = "" THEN
-    intro = "I'm your documentation assistant with access to crawled websites."
-END IF
-
-REM Register websites for crawling (preprocessing mode)
-USE WEBSITE "https://docs.python.org"
-USE WEBSITE "https://developer.mozilla.org"
-USE WEBSITE "https://stackoverflow.com"
-
-REM Set context for LLM
-SET CONTEXT "role" AS intro
-SET CONTEXT "capabilities" AS "I can search Python docs, MDN web docs, and Stack Overflow."
-
-REM Configure suggestion buttons
-CLEAR SUGGESTIONS
-ADD SUGGESTION "python" AS "How do I use Python dictionaries?"
-ADD SUGGESTION "javascript" AS "Explain JavaScript async/await"
-ADD SUGGESTION "web" AS "What is the DOM in web development?"
-
-REM Initial greeting
-TALK intro
-TALK "I have access to Python documentation, MDN web docs, and Stack Overflow."
-TALK "Ask me any programming question!"
--- a/stop.sh
+++ b/stop.sh
@ -1,4 +0,0 @@
-pkill botui
-pkill botserver -9
-
-
--- a/tests/example.spec.ts
+++ b/tests/example.spec.ts
@ -1,18 +0,0 @@
-import { test, expect } from '@playwright/test';
-
-test('has title', async ({ page }) => {
-  await page.goto('https://playwright.dev/');
-
-  // Expect a title "to contain" a substring.
-  await expect(page).toHaveTitle(/Playwright/);
-});
-
-test('get started link', async ({ page }) => {
-  await page.goto('https://playwright.dev/');
-
-  // Click the get started link.
-  await page.getByRole('link', { name: 'Get started' }).click();
-
-  // Expects page to have a heading with the name of Installation.
-  await expect(page.getByRole('heading', { name: 'Installation' })).toBeVisible();
-});
--- a/yarn.lock
+++ b/yarn.lock
@ -1,41 +0,0 @@
-# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
-# yarn lockfile v1
-
-
-"@playwright/test@^1.58.1":
-  version "1.58.1"
-  resolved "https://registry.yarnpkg.com/@playwright/test/-/test-1.58.1.tgz#891dcd1da815cb1042490531f6d8778988509d22"
-  integrity sha512-6LdVIUERWxQMmUSSQi0I53GgCBYgM2RpGngCPY7hSeju+VrKjq3lvs7HpJoPbDiY5QM5EYRtRX5fvrinnMAz3w==
-  dependencies:
-    playwright "1.58.1"
-
-"@types/node@^25.2.0":
-  version "25.2.0"
-  resolved "https://registry.yarnpkg.com/@types/node/-/node-25.2.0.tgz#015b7d228470c1dcbfc17fe9c63039d216b4d782"
-  integrity sha512-DZ8VwRFUNzuqJ5khrvwMXHmvPe+zGayJhr2CDNiKB1WBE1ST8Djl00D0IC4vvNmHMdj6DlbYRIaFE7WHjlDl5w==
-  dependencies:
-    undici-types "~7.16.0"
-
-fsevents@2.3.2:
-  version "2.3.2"
-  resolved "https://registry.yarnpkg.com/fsevents/-/fsevents-2.3.2.tgz#8a526f78b8fdf4623b709e0b975c52c24c02fd1a"
-  integrity sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA==
-
-playwright-core@1.58.1:
-  version "1.58.1"
-  resolved "https://registry.yarnpkg.com/playwright-core/-/playwright-core-1.58.1.tgz#d63be2c9b7dcbdb035beddd4b42437bd3ca89107"
-  integrity sha512-bcWzOaTxcW+VOOGBCQgnaKToLJ65d6AqfLVKEWvexyS3AS6rbXl+xdpYRMGSRBClPvyj44njOWoxjNdL/H9UNg==
-
-playwright@1.58.1:
-  version "1.58.1"
-  resolved "https://registry.yarnpkg.com/playwright/-/playwright-1.58.1.tgz#63300e77a604c77264e1b499c0d94b54ed96d6ba"
-  integrity sha512-+2uTZHxSCcxjvGc5C891LrS1/NlxglGxzrC4seZiVjcYVQfUa87wBL6rTDqzGjuoWNjnBzRqKmF6zRYGMvQUaQ==
-  dependencies:
-    playwright-core "1.58.1"
-  optionalDependencies:
-    fsevents "2.3.2"
-
-undici-types@~7.16.0:
-  version "7.16.0"
-  resolved "https://registry.yarnpkg.com/undici-types/-/undici-types-7.16.0.tgz#ffccdff36aea4884cbfce9a750a0580224f58a46"
-  integrity sha512-Zz+aZWSj8LE6zoxD+xrjh4VfkIG8Ya6LvYkZqtUQGJPZjYl53ypCaUwWqo7eI0x66KBGeRo+mlBEkMSeSZ38Nw==