cobble/AGENTS.md

Agent Instructions

Cobble (cobble.moduletrace.org): an open-source crew of small AI worker bots. The unit noun is bot, never "agent" or "expert".

This file is a map: it names the rules, the invariants and where things live. For detail, read the code it points to. When this file, the handoff, the code and the user disagree, the code and the user win.

The handoff is outdated

assets/handoff/ (gitignored) is the project's foundation, not its design. Never use its layouts, assets/screens/*.png, right-hand "working on" panel or PRODUCT/IMPLEMENTATION briefs as reference for the UI, docs, screenshots or marketing. Still authoritative:

• Brand assets (never change): stone icons (public/brand/icons/*.svg, mirrored in src/data/stone-geometry.ts), coordinator (public/brand/coordinator/), app icon (public/brand/app-icon/), wordmark (public/brand/wordmark/, mirrored in src/data/wordmark-paths.ts). The mark is a stone with exactly one flat cut; a bot's colour is its identity (never status); the coordinator is hue-less. The one sanctioned override is an install's own app icon (Settings > General): another brand stone, or an uploaded image with a brand stone as its top-left corner mark.
• Tokens: src/styles/main.css is now the source of truth (the handoff tokens.css is history).

For the current UI read src/layouts/bots/ (rail, workspace rail, user popover), src/pages/admin/bots/[bot_id]/ (header, thread, composer, modals) and src/pages/admin/workspaces/ (dashboard).

Stack

• Runtime: Bun, not Node. Use bun, never npm/npx.
• Framework: @moduletrace/bunext, not Next.js. Filesystem routing under src/pages/, served by Bun.serve in src/server.ts.
• Database: @moduletrace/bun-sqlite (SQLite). Schema db/schema.ts, generated types db/types/db.ts, config bun-sqlite.config.ts.
• UI: Tailwind v4 + @moduletrace/twui (the only component system: no shadcn, no tailwind.config, no components.json) + src/components/general/. CSS chain: src/pages/__root.tsx -> src/styles/main.css -> @moduletrace/twui/base.css. Theme tokens in the @theme inline block of main.css.
• Icons: lucide-react. Never render a lucide icon by name (twui LucideIcon, a string beforeIcon): it ships every icon. Import the icon.
• Validation: zod v4 ([email protected]).
• Branding: site name/slug only in src/data/site-data.ts. Logo source public/logos/logo.svg (the ember stone, rendered via BotStone in logo-icon.tsx).

Commands

Purpose	Command
Dev server	bun run dev
Production	bun run start (serves whatever .bunext/ holds; build first with NODE_ENV=production bunx bunext build)
Type-check	bun run typecheck
Tests	bun run test (one file: bun test <file>; tests are colocated .test.ts(x))
Bundle budget (after a production build, CI)	bun run check:bundle (fails if the conversation page's initial JS passes budget or the full Lucide set returns)
Favicon/brand/PWA assets	bun run gen:favicon
DB schema sync / admin UI / backup	bun run db:schema / db:admin / db:backup
Seed super admin / sample crew	bun run seed (needs SEED_SUPER_ADMIN_PASSWORD) / bun run seed:bots [email] (idempotent)
Query DB (read-only, JSON envelope)	bun llm-code-assistant/query-db.ts "<sql>"
Publish a release	bun run publish:github / publish:gitea; bun run mirror:gitea afterwards

No linter or formatter. bun run typecheck and bun run test are the verification steps. Use query-db.ts to see what is actually in the database instead of reading ORM code.

Path alias @/* resolves from the repo root (@moduletrace/twui/layout/Button, @/src/data/site-data, @/db/types/db).

Entrypoint (src/server.ts)

Enables SQLite foreign keys (enableForeignKeys), bunextInit(), ensureDockerNetwork() (exits without docker: computers are containers), Bun.serve, then cron(), botsQueue(), the file-ingest worker and liveRelay() (cron and the queue are gated to MAIN_SERVER in production; the relay runs everywhere).

• /media/* -> media server; /computers/<id>/ -> computer proxy; /ws upgrades only after userAuth; /sw.js and PWA files via handlePwaFile; precache gate before bunext; everything else -> bunextRequestHandler.
• Responses go through compressResponse (src/functions/server/compress-response.ts): hashed assets cached immutable and compressed once (in-memory, bounded); pages/JSON gzipped as they stream; media and streams untouched.
• Keep page props small: every page is a full server render. Anything only a modal needs loads when the modal opens (e.g. the models modal fetches api/admin/harness/catalog and api/admin/bots/harness-overview, cached in localStorage by src/utils/harness-cache.ts).

Architecture

Auth

• Guard: src/pages/__root.server.ts on every request. No public pages: anything outside AdminSections (src/dict/admin-sections-dict.ts) and /auth redirects to /admin/bots. No users -> /auth/signup (first-run super admin only); unauthenticated /admin/* -> /auth/login; authenticated /auth/* (not logout) -> /admin/bots; unknown /admin/settings/* -> /admin/settings/general.
• Session: AES-256-GCM cookie (key from ENCRYPTION_KEY/ENCRYPTION_SALT) plus CSRF cookie, Secure only over HTTPS (isSecureRequest, honours X-Forwarded-Proto). userAuth (src/functions/backend/auth/user-auth.ts) checks expiry (60 days), CSRF (constant-time) and re-reads user_types every request.
• Login: email/username + password (api/auth/password-login.ts, rate limited). No emailed codes or resets. Google login only for existing accounts, when GOOGLE_CLIENT_ID is set. Sessions issued by login-user.ts.
• Passwords: bcrypt in user_passwords (never in users; blocked from CRUD via src/dict/private-tables.ts).
• User types (src/dict/user-types-dict.ts, the only definition): super_admin (user #1), admin (only the super admin grants it), member (default), read_only (non-GET CRUD blocked), revoked. A user needs at least one type to sign in.
• RBAC: src/utils/check-user-access.ts plus the matrix engine in src/utils/rbac/ (userTypeAssignment over UserTypeAssignmentMatrix/UserTypeDeletionMatrix).
• Audit: src/functions/backend/logger.ts (logEvent/logError -> logs). Auth events, cron runs, every unexpected API error (safeErrorMessage -> logUnexpectedError, not for AppError), every failed or lost bot job. WebSocket connects are not logged.

WebSocket

/ws, session frozen at upgrade (src/websocket/types.ts). Rooms in src/dict/websocket-rooms.ts, store in src/websocket/(data)/rooms.ts. Dispatch in handle-message.ts; client handlers are folder-per-event in src/websocket/client-requests/<event>/. Non-JSON messages (twui's "twui::ping") are ignored. Server pushes: sendToUser; clients listen with useServerEvent.

Cron

src/cron/index.ts registers everything via registerCronJob (src/cron/register-cron-job.ts); one folder per task. In-process Bun.cron, UTC, never overlapping. Notable: heartbeat, sync-harness-models (hourly), run-cron-jobs (every minute, fires schedules), sync-computers, sync-mcp-servers, prune-bots-queue.

Admin CRUD API

api/admin/crud/[[...paths]].ts: userAuth -> read-only gate -> per-table handler in src/pages/api/admin/crud/(tables)/<table>/ -> generic fallback (super admin only). Add a table handler folder plus a case in the router.

Crew access (bots, workspaces, computers)

• Bots, workspaces and computers belong to the install; their user_id is only the creator. Users reach them only through grants: bot_users (a worker's own chat) and workspace_users (every bot in that workspace).
• crewRole (src/utils/rbac/crew-role.ts): super_admin reaches everything and is the only one who sees or chats with the coordinator; admin reaches every worker and workspace; member only their grants. canManageCrew (super admin + admin) creates/edits/deletes crew and grants access; DB helpers check it themselves (assertCrewManager).
• Access SQL lives in src/utils/crew-access/ (tested against SQLite) and backs grabChatBot, grabUserBot, grabUserWorkspace(s), grabWorkspaceBot, grabBots, grabUserComputer(s).
• Conversations, faces and status lines are per user (bot_sessions.user_id, bot_user_faces). A job runs for its session's user, with that user's memory and reach. Page reads overlay the viewer's face (botFaceSql). Status lines never name a task.

Bot types

bot_types is to bots what user_types is to users (src/dict/bot-types-dict.ts): coordinator (install-wide, written only by ensureCoordinatorBot), admin (scoped to one workspace), worker (no row). BotTypePermissionMatrix, BotTypeTargetMatrix, BotTypeAssignmentMatrix/DeletionMatrix are read by the generic interpreter src/utils/rbac/type-assignment.ts. Every run reads grabBotRunPowers once and gates tools on its is_coordinator, admin_workspace_ids and can(permission), never on bots.kind (kind is only the legacy marker of the coordinator for visibility SQL). A run's powers are its type's AND its user's. A workspace admin gets grabWorkspaceAdminTools (delegate to members, set their workspace instructions, edit that workspace). Set via api/admin/bots/set-bot-type. Admins are marked with AdminShield (green, beside the name, never on the stone).

Bots, sessions, chat

• Tables: bots (kind, color #rrggbb, stone, role, system_prompt; hue is a legacy fallback), bot_user_faces, bot_sessions, bot_messages, bot_tasks, bot_task_steps (unused yet). Enums in src/dict/bot-dict.ts.
• Sessions: one thread per user per bot in its own chat plus one per workspace; split into bot_sessions (rollover at AppData.BotSessionMaxMessages, titled and summarised by name-bot-session.ts, summary carried into the next session). Helpers in src/functions/backend/db/bot-sessions/. Job results land in the job's own session, even after it closes.
• Coordinator: exactly one, the super admin's alone, created idempotently by ensureCoordinatorBot. Default prompt src/data/coordinator-system-prompt.ts, backfilled only when empty.
• Routes: /admin/bots reopens the last visited bot (cookie cobble_last_visited_bot_id, never a workspace conversation) if still reachable, else coordinator (super admin) / latest bot / first workspace / empty. /admin/bots/[bot_id] conversation (header, thread and composer at 760px, no right panel); /admin/bots/[bot_id]/models; /admin/workspaces/[id] dashboard; /admin/workspaces/[id]/bots/[bot_id] same conversation scoped to the workspace.
• Conversation loading: pages render everything server-side (grabConversationProps) except the history, which the client loads (api/admin/bots/conversation-history, merged with what's already shown, refetched on bfcache restore) and pages older messages on scroll. Rail lists go through railBots/railWorkspaces (no prompts/memory, previews cut). While a reply is due the page polls session-messages (use-reply-catch-up) in case a push was missed.
• Sending: api/admin/bots/send-message.ts -> enqueueBotReply -> wakeBotsQueue. Never import src/bots-queue/index.ts from a page or API route (pulls the bunext runtime into page bundles). Optimistic bubble in pending_messages until the saved message replaces it.
• Composer: Tiptap editor reading/writing markdown, drafts in localStorage, @ bots / # workspaces written as [bot:ID]/[workspace:ID]. Enter sends (Mod+Enter in lists/code). @tiptap/react needs use-sync-external-store; the app ships an ESM stand-in in packages/use-sync-external-store-esm (file dependency + override; the Dockerfile copies packages/ before bun install).
• Rendering: markdown via react-markdown + remark-gfm, raw HTML never rendered, component map in [bot_id]/(data)/message-markdown-components.tsx. Inline refs, all linked by link-computer-refs.ts and rendered by chips in (partials)/: [bot:ID], [workspace:ID], [computer:ID], [file:ID] (a saved file), [folder:<volume>:<owner>:<path>] (opens /admin/files), [take-over:ID:mode], [proposal:ID]. Parsers in src/utils/*-ref.ts.
• Replies/reactions: reply_to_message_id (not an FK); reactions from the fixed BotMessageReactions, toggled by react-message.ts and the react_to_message tool, pushed as server:bot-reaction.
• Attachments: uploaded on pick (upload-attachment.ts, private media, text extracted when possible), linked via bot_message_media. Replies read files of the last BotReplyAttachmentMessages messages. Tasks don't get files yet.
• Thinking row / stop: bot-busy-state.ts decides the row's line and whether Stop shows. Stop (api/admin/bots/stop.ts, stop-bot-jobs) fails every open job of that bot for the user, aborts the running handler (job-abort-registry) and drops late face updates.
• Voice: mic -> api/admin/bots/transcribe.ts; play -> GET speak-message streamed into <audio>. Nothing recorded is stored. Both disabled with a note when the harness has no model.
• Pictures: image_media_id (private media, bot-image/workspace-image), via set-profile-image.ts, the set_picture tool or update_workspace. Bytes are copied, never moved; only picture-paradigm rows are deleted on replace. Format kept by imageOutputFormat.
• Colour: only src/utils/bot-color.ts resolves/validates colours and stones (resolveBotColor, resolveBotStone, botColorNeedsPaperFace); new bots get pick-free-color.ts.
• Avatars: BotStone draws the stone inline with the colour as SVG fill and the face as eyes. Coordinator: ink body, paper eyes. Never put a stone in a circle/badge or add outline/shadow. The wordmark is vector (Wordmark), never live text.
• Copy helpers: src/utils/crew-status.ts, src/utils/relative-time.ts (relative timestamps only).

Prompt and memory

composeBotPrompt (src/utils/compose-bot-prompt.ts, via grab-bot-prompt): core system_prompt, install-wide append (bot_system_prompt_append), then in a workspace its context and the bot's instructions there, then core memory, per-user memory (bot_user_memories), workspace memory (workspace_bots.memory). Core memory is never about one user. update_memory defaults to user (workspace in a workspace); core only for what holds for everyone. Whole-text replace, capped at AppData.PromptMaxLength.

Queue (bots_queue)

• Kinds (BotJobKinds): reply (chat answer, no task row) and task (long work, usually on a computer). bun-sqlite isQueue table. Helpers in src/functions/backend/db/bots-queue/: enqueueBotJob, claimBotJobs (kind-filtered atomic claim), updateBotJob (false once lost/cancelled), completeBotJob, failBotJob (backoff or fatal), deferBotJob (all models resting: attempt refunded, face asleep), cancelBotJob, stop-bot-jobs.
• Handler src/bots-queue/index.ts: separate reply/task slots, heartbeat, per-attempt deadline (AppData.BotJobAttemptTimeoutMs), one task per computer and one reply per session (createKeyLock). Work in run-bot-job.ts -> run-bot-reply.ts / run-bot-task.ts. Throw BotJobFatalError for failures retrying can't fix.
• Every model turn is a step in bots_queue_updates (tool names, never arguments; describe-job-step.ts, labels in JobStepToolLabels), pushed as server:bot-job-update.
• A bot can't vouch for itself: a run's tool calls (tool_uses, names and ok, never arguments) go to the wrap-up turn when steps run out and onto the result message as bot_messages.tool_log; history follows each recorded bot message with an [App record: ...] line (botMessagesToHarness), and copies of that line in an answer are stripped (stripAppRecords).
• Replies take in messages sent mid-run (incoming, IncomingMessagesNote, redraft); separate requests are acknowledged with send_message (interim). A queued reply finishes silently only when a finished reply already read every user message (hasUnansweredMessage), never by who wrote last.

Live updates

Server push only. pushBotNotice (server:bot-message, server:bot-updated), pushBotUpdated (to the bot's whole audience), server:bot-created|removed, server:workspace-created|updated|removed, server:computer-updated. Deletions push to the audience read before the delete. liveRelay (src/live-relay/) polls the DB every AppData.LiveRelayPollMs so work from other processes shows; clients dedupe by id. useLiveBots keeps rail and header current.

Workspaces

workspaces (description, shared system_prompt, default computer_id (not an FK), archived), workspace_bots (per-bot instructions and memory there; coordinator is an implicit member), workspace_computers. First computer linked becomes the default. Workspace models win over a bot's own, then the defaults. Helpers in src/functions/backend/db/workspaces/ are access-checked; structural ones are crew-manager only.

Computers

• An AIO sandbox per docker container on AppData.DockerNetworkName, managed over the docker socket (src/functions/backend/docker/). containers records every container except the app's own. createComputer + background provisionComputer (status creating until the health check passes). Resource changes recreate the container.
• Only /home/gem/workspace is mounted, from DATA_DIR/computers/<id> (with bots/, workspaces/, marker AppData.ComputerWorkspaceMarker); the rest of home lives in the container. Deleting a computer keeps its directory. Outside docker (dev) containers are reached by IP (pickReachableAddress).
• One main computer (ensureMainComputer), whose coordinator grant is locked (isLockedComputerAccess). With MAIN_COMPUTER_URL set (dev) it isn't provisioned. Only super admins create/delete/retry computers.
• A bot's effective computers (grab-bot-computers): the workspace's in a workspace; otherwise direct grants plus its workspaces' (coordinator: all); bots.computer_id first. Only a running (healthy) computer is reached (grabComputerMcpUrl ready, computerNotReadyMessage).
• Folders (enforced in tools, not a Linux user): a run works only in bots/<bot>/users/<user> (cwd, HOME), bots/<bot> and workspaces/<workspace> (computerRunDirs, withComputerDirs, resolveComputerPath; sudo refused).
• Viewing: /computers/<id>/ proxy (handleComputerProxy, strips app cookies, bridges websockets). ComputerView modes: browser, terminal, code, desktop (noVNC; the only one with Chrome's toolbar). Take-over: ask_user_to_take_over writes [take-over:ID:mode]; "Hand back" sends a chat message; tasks stop and report rather than wait.

Schedules (routines in the UI)

cron_jobs per user and bot (schedule is a Bun.cron expression in UTC, max_runs, next_run_at, last_error). Helpers in src/functions/backend/db/cron-jobs/ (ownership-checked). nextCronRun validates and enforces AppData.CronJobMinIntervalMs; max AppData.CronJobMaxPerBot per bot. fireCronJob claims a run atomically, skips while the last job is open, queues a task. A missed run runs once. Runs act on their own (ScheduledRunNote); report_run_failed retries with doubling backoff. handOverCronJob (tool hand_over_schedule, UI Hand over) moves a routine to another bot: a workspace routine stays in its workspace (handOverPlace), its computer is kept only if the new bot reaches it, refused while a run is open. UI: /admin/routines and each conversation's Schedules modal (shared RoutineForm/RoutineRow/RoutineEditModal, HandOverForm).

Tasks (the to-do tracker)

tasks (one collection per bot or per workspace; exactly one of bot_id/workspace_id, enforced in taskScopeValues since SQLite unique treats NULLs as distinct), task_notes, task_media (deliverable|reference). Not the same as bot_tasks/bots_queue (those record jobs). Visibility SQL in src/utils/task-access/. Helpers in src/functions/backend/db/tasks/; tools list_tasks/create_task/update_task; API api/admin/tasks/ (userAuth -> isReadOnlyUser -> assertUserReachesTask -> safeErrorMessage). UI in the workspace dashboard and the header's Tasks modal (shared components in src/components/general/). Hand-over: handOverTask (bot: delegate_task with task_id; UI: Hand over, crew managers) moves an open task to the new bot's list (a workspace's stays on its list and is worked there), sets it doing and queues a job with params.tracker_task_id; noteTrackerTask notes the job's end on it and blocks it on failure. Not built yet: task steps, server:task-changed pushes, a /admin/tasks page.

Envs

Set in Settings > Environment (super admin), not .env. envs (private; encrypted value; paradigm general|workspace|computer|bot; one per key and scope, enforced in saveEnv). Cached per process. App settings (EnvDict in src/dict/env-dict.ts) via grabEnv (general value, else process.env); ProcessOnlyEnvKeys can't be saved. Precedence for runs: bot > computer > workspace > general (resolveScopedEnvs). Written to ~/.cobble/env and env.json on the computer each run; bots see keys and descriptions, never values; every computer tool result goes through redactSecrets.

PWA and notifications

• Generated assets (manifest, icons, offline.html, loading.html) come from bun run gen:favicon, which reads main.css; outputs are committed. Shared paths in src/data/pwa-data.ts.
• Install name: app setting install_name (Settings > General, super admin). handlePwaFile rewrites the manifest's name/short_name per request (namePwaManifest), the root head uses it for iOS tags, the loading page's <title> is the {{name}} placeholder. Devices pick up a new name only on reinstall.
• Install icon: app setting install_icon (JSON, parseInstallIcon): a stone, or an upload (decoded, cropped to source.png, never stored as sent, no SVG) with the stone at PwaCornerMarkInset/PwaCornerMarkScale, inside a round launcher's crop. saveInstallIcon draws the set (renderInstallIcons, shared with gen:favicon via renderAppIcon) into DATA_DIR/install-icon/<version>/, served publicly and immutable by handleInstallIconFile; the manifest, head links and push payloads point at it. Ember stone = stock icons, no set.
• Notification badge is icons/badge-96.png (white silhouette; Android masks by alpha, so never the opaque app icon). Brave on Android has no WebAPK, so its notifications always carry Brave's name and icon.
• public/sw.js is served no-store; navigations network-only (authenticated HTML never cached); /api/, /ws, /media/, /computers/, /build-info.json never intercepted. It never reloads on its own. In development the worker and caches are actively removed (clear-development-service-worker.ts, stub /sw.js).
• Precache (production): a navigation without the current build cookie gets loading.html, which downloads all of .bunext/public into cobble-assets-<build_id>, verifies, sets the cookie and reloads (falls back to network on stall). React knows nothing of this.
• Phone shell: rail is a slide-over below md; rail internals use the @rail: container variant, not viewport lg:. LiveSocket is remounted on online/pageshow/visibility since twui stops retrying after three attempts. Nothing is queued offline.
• Web Push: push_subscriptions, user_presence; VAPID keys generated into envs by ensureVapidKeys. pushBotNotice is the one trigger, skipped while the user is present (AppData.PushPresenceWindowMs, per user not per device). Best effort, no retry. Needs HTTPS.

Bot files and folders

• Files live on the data volume, not on computers: DATA_DIR/bots/<id> and DATA_DIR/workspaces/<id>. Catalog bot_files, bytes in private media (bot-file) written by recordBotFile. Reach via grabStorageScopes; paths via resolveBotPath (no absolute, .., NUL, symlink escape); quota checked by assertStorageRoom.
• Tools in src/harness/tools/storage/ (every run). attach puts a file on the reply. grabConversationFiles must list the whole folder tree, or nested [file:ID] refs render dead.
• import_file copies from a computer through the sandbox's streaming GET /v1/file/download, never through its shell (/v1/shell/exec caps output at ~30K chars and silently truncated imports). Size read first, change_policy=abort, length checked.
• Ingestion: chunks + embeddings into bot_file_chunks / bot_file_vectors (vec0), worked by src/file-ingest/; without an embedding model search falls back to words and says so. sqlite-vec limits: metadata columns are NOT NULL; side-car columns can't be filtered with MATCH (filter in code). Never pass --vector to bunx bun-sqlite schema in entrypoint.sh (wipes vectors on boot). Changing AppData.EmbeddingDimensions needs a manual --vector run and a re-ingest.
• Foreign keys are off per connection unless enableForeignKeys ran (only src/server.ts does). Scripts never fire ON DELETE CASCADE, so any helper that deletes a parent row must delete its children explicitly (as deleteBotFile, purgeStorage, deleteSkill do). A leftover child fails the next bun run db:schema with a foreign key violation.

Files browser (/admin/files)

Read-only browser of every volume (src/utils/storage-volumes.ts: bots, workspaces, computers, media, mcp, db). resolveStorageSpec is the only access gate (members see only their bots' and their own user folders inside a computer, computerPathAllowed); resolveStoragePath applies the path rules. Links built only by storageSpecHref. Deletion stays in the chat's files modal and bot tools.

Harness (the model layer, src/harness/)

• Harnesses (src/dict/harness-dict.ts): text (always on), vision, transcription, speech, image, embedding. One harness_settings row each (provider, pinned model or automatic, fallback, enabled, options). Transcription, speech and embedding have no automatic picks: unavailable until a model is picked.
• Providers (src/dict/harness-provider-dict.ts): OpenRouter default plus OpenAI-compatible ones; one adapter today (src/harness/providers/openai-compatible/). Keys encrypted in private harness_providers, falling back to the preset env.
• Catalog: harness_models, synced hourly. OpenRouter "free" means :free or openrouter/free, never zero prices. Auto picks: rank-auto-models.
• Calling: resolveHarnessCandidates -> withCandidates with process-wide cooldowns; errors are HarnessError. Entry points under text/, media/, audio/, image/, embeddings/. run-text-loop.ts sticks to one model, caps steps (grabHarnessMaxToolSteps, grabReplyMaxToolSteps), trims old tool output to fit context. Models that can't take an image/audio part get it read by vision/transcription first.
• Per-bot models: workspace row > bot row > default; the coordinator always uses the defaults. Every entry point takes bot_id and passes it on. Shared form settings/models/(partials)/harness-settings-form.tsx.
• Tools: HarnessTool built per run; own tools validate with zod. run-tool-call.ts reports errors back to the model and caps each call (AppData.HarnessToolTimeoutMs). Bot tools in src/harness/tools/bot/ (memory, instructions, tasks, schedules, start_task, coordinator's crew management, delegate_task and hand_over_schedule, with results relayed back by relayJobToRequester).
• Extensions: MCP servers (mcp_servers, remote or stdio), custom tools (custom_tools: http, script, prompt) and skills (skills, runbooks loaded with load_skill). Given per bot / per workspace (botExtensionsSql); all_bots only decides what new bots get. Templates {{args.x}}/{{env.KEY}} via fillTemplate; secrets redacted from results. stdio servers run in a per-process pool. Skill body limits are app settings (grabSkillBodyMaxChars, grabSkillBodyShownChars).
• Bots never add or repoint extensions or set envs. The coordinator may only change what can't alter where data is sent (name, description, on/off, access). New skills, servers, tools, or changes to a URL, headers, kind, config or a skill's runbook go through propose_* -> extension_proposals -> [proposal:ID] card, which the app describes from the config itself (never from what the bot says) and the super admin confirms (checkProposalData re-checks). Stdio servers are never proposed by bots (they run in the app container, which holds the docker socket).
• Check before and after acting (ActionCheckNote): look for an existing record before creating one, verify every action took effect. Tools enforce it (read-back on memory saves, duplicate checks on bots, schedules, tasks, workspaces).

Token usage

• Every model call writes a token_usages row via record-harness-usage.ts (never throws) in withCandidates's on_success, with the provider/model that actually answered and the call's settings (HarnessCallSettings).
• Attribution through an AsyncLocalStorage scope (src/harness/usage/harness-usage-scope.ts) entered once in run-bot-job.ts; merged, not replaced; null clears a field. withUsageScope / runWithFallbackScope for calls outside a run. No owner, no row.
• complete-bot-job.ts back-fills message_id for the job's calls. Messages show MessageUsageChip and a details modal (grabMessageDetails).
• /admin/usage (crew managers). Days are local, not UTC: group with date(created_at / 1000, 'unixepoch', 'localtime'); never name a local day with toISOString().slice(0, 10) (bucket-usage-days.test.ts pins this). Bars use static h-* classes from (data)/usage-bar-heights.ts.

Installer and release

• install.sh (curl -fsSL https://url.moduletrace.com/cobble | sudo bash) is the only install and update path; idempotent; --uninstall [--purge]. Never regenerates secrets; backs up the DB before replacing the container. Everything persistent lives in $COBBLE_HOME/data (default /opt/cobble).
• Mount specs: source:destination[:options], options (z, ro) comma-separated in the third field. Never append an option to the destination ($DATA_DIR:/data,z mounts a directory literally named /data,z and loses all data on update). install.test.ts runs the marked selinux-detection and mount-specs blocks. /data must stay a bind mount (resolveHostPath maps it to host paths for computers).
• Plain HTTP only; TLS is the proxy's job. Container: --network cobble, .env read-only at /app/.env, docker socket, MAIN_SERVER=1, --init, --cpus 1 --memory 2048m by default.
• Publishing: scripts/publish-github.sh / publish-gitea.sh sharing scripts/lib/publish-*.sh (tested by scripts/publish-tools.test.ts). A GitHub release triggers .github/workflows/release.yml (amd64 + arm64 to ghcr.io/moduletrace/cobble); mirror-gitea.sh copies to git.tben.me/moduletrace/cobble (CI can't reach the VPN). Bump package.json's version with a release. CI (ci.yml) runs typecheck and tests. Dockerfile pins Bun 1.4.3.

Admin routes

AdminSections: /admin/bots, /admin/workspaces, /admin/routines, /admin/logs, /admin/help, /admin/settings. /admin -> /admin/bots. Every /admin/* page renders in the bots layout (src/layouts/bots/); there is no separate admin layout.

• Rail pages (src/dict/rail-pages-dict.ts): Routines, Files, Usage (crew managers), Activity (/admin/logs, super admin), Help ((data)/help-topics.ts). Visibility via canSeeRailItem for both the popover and the aside.
• Settings (src/dict/settings-pages-dict.ts; add a sub page = folder + dict entry): general (theme per device, plus super-admin app settings: prompt append, run limits, skill limits; crew-manager storage quota; running version), profile, notifications, change-password, models, environment, backups and database (super admin), bots, workspaces, computers, mcps, tools, skills (crew managers), users (canListUsers).
• Settings pages use SettingsShell (breadcrumbs via admin-breadcrumbs.tsx), SettingsGroup blocks (no cards) and the sticky SettingsSaveBar. Saves don't reload. Keep save notices in component state (useFormInit clears status on change). Lists share SettingsList/SettingsListRow/SettingsRowAction. Row actions are icon-only (RowIconButton).
• Backups: DB snapshots (synchronous) and whole-data archives of DATA_DIR into BACKUP_ARCHIVE_DIR. Archives and restores outlast a request, so the route only starts the run (startDataBackupRun, which holds with-backup-run-lock.ts) and the page polls data-status. A restore takes a safety archive first, then restarts the process.
• Database browser: strictly read-only; values cut in SQL; state in the address via databaseHref.
• Add flow ((partials)/add-flow.tsx) from the rail's Add icon: bot, workspace, computer (super admin). Page heroes use AdminHero.

Page directory rules

Route-local code under src/pages goes in non-routed meta folders: (sections), (partials), (data), (functions), (utils), (hooks). Keep route files (index.tsx) thin. Dynamic routes [param], catch-all [[...paths]]. Server functions in index.server.ts beside index.tsx.

Shared code

• src/hooks/ shared hooks; src/functions/backend/ server-only (auth, db, email, logger); src/functions/frontend/ client-safe handlers; src/functions/server/ server utilities.
• src/utils/ utilities (most with tests), src/utils/rbac/ the RBAC engine.
• src/dict/ dictionaries/constants; src/data/ static data (site-data.ts, app-data.ts with every AppData.* constant); src/types/; src/scripts/ CLI scripts; src/schemas/ zod schemas.
• src/components/general/: shared components built on twui (logo, logo-icon, wordmark, bot-stone, user-avatar, code-editor, computer-view, admin-hero, login-shell, ...).

UI and styling rules (MANDATORY)

• Build UI with twui and src/components/general/. Don't hand-roll HTML for layout, typography or controls. Layout: Section, Container, Stack, Row, Center, Span, P, H1-H5, Button, Divider, Img, Link, ArrowedLink, Main, Header, Footer, Spacer. Elements: Card, Paper, Tag, HeaderNav, LinkList, Tabs, Table, Breadcrumbs, Modal, Dropdown, CheckBulletPoints, EmptyContent, Loading, LoadingBlock, Toggle, Toast. Forms: Form, Input, Select, Textarea, Checkbox, Radios, SearchSelect, FileUpload, ImageUpload.
• UNCHANGEABLE: twui components always win over raw JSX elements (<h1>, <p>, <span>, <ul>, <li>, <img>, <a>, <button>, <div>-as-card, ...). Never introduce one where a twui equivalent exists; override via className.
• No new CSS classes, CSS files or inline style={{...}}. Style only with component props, existing twui-* classes, semantic token utilities (bg-paper, text-ink, border-hairline, ...) and utilities already used in the codebase. Extend component code only when the API can't express the need.
• Chunk classes with twMerge, one chunk per claim: base first, one string per conditional, caller override last. Never concatenate conditional classes with template literals or +, never one long mixed string: className={twMerge("w-full flex-col gap-0! rounded-default py-1", selected && "bg-ink/5")}.
• Theming: colours, radii and fonts change only in src/styles/main.css (:root/.dark vars exposed as paper, surface, sunken, ink, ink-secondary, ink-disabled, hairline, hairline-strong, on-ink, hue-<name>, shadow-popover, --m-fast/base/slow). Never hardcode hex colours, radii or font stacks. Hues are bot identity only, never state.
  • The one exception: a bot's user-chosen colour reaches BotStone and UnreadDot as an SVG fill attribute. Nothing else may take a colour that way, and src/utils/bot-color.ts is the only place a colour string is validated.
• Screenshots: docs/readme/{hero,workspace}-{light,dark}.png are real screenshots (1440px at 2x, downscaled to 1600px). Retake them from a seeded dev instance when the UI changes, same names. Never use handoff screens.
• Logo: public/logos/logo.svg is the single source; after changing it run bun run gen:favicon.
• Site name: interpolate SiteData["SiteName"] in titles, emails and copy; never hardcode the brand.

Conventions

• One function/component per file.
• Modularization is non-negotiable. Repeated UI blocks become reusable prop-driven components.
• Every rendered array item is its own component: items.map((item) => <Item {...item} />), never inline JSX in the map.
• No em dashes (U+2014) anywhere (code, comments, docs, copy). Use - or restructure.
• Always object parameters ({ foo, bar }), never positional.
• Prefer existing patterns over new abstractions.
• Do not patch @moduletrace/twui (shared, publishable). Compose in src/components/general/ or main.css.
• .env (secrets, gitignored, dockerignored) and secrets/ are never committed. external/ binary dirs are gitignored.
• Rate limit unauthenticated endpoints that check secrets or send email (src/utils/rate-limit.ts).
• Validate untrusted bodies with src/schemas/ via parseWithSchema. Throw AppError for safe messages; catch blocks return safeErrorMessage.
• HTML columns accepting user input: sanitize with sanitizeRichTextHtml (or sanitizeUserBio) before storing or dangerouslySetInnerHTML.
• Email outside production goes through resolveEmailRecipient (to DEV_EMAIL_RECIPIENT). Never hardcode recipients.
• Never trust ids from the request body for ownership or sessions. Use the session user.id and the src/utils/rbac/ helpers.
• Any helper deleting a parent row deletes its children explicitly (foreign keys are off outside the server process).
• Keep this file current, and short: when you change something it describes, update the line; add new rules and gotchas, not inventories of helper names.