Imported from karthikxa/AIOS (
backend/skills/autonomous-ai-agents/zed-agent/SKILL.md). Install upstream withnpx skills add karthikxa/AIOS --skill zed-agent. Copyright stays with the author.
--- name: zed-agent description: "Configure, extend, or contribute to Zed Agent." version: 2.1.0 author: Zed Agent + Teknium license: MIT platforms: [linux, macos, windows] metadata: zed: tags: [zed, setup, configuration, multi-agent, spawning, cli, gateway, development] homepage: https://github.com/zedteam/zed-agent related_skills: [claude-code, codex, opencode]
Zed Agent
Zed Agent is an open-source AI agent framework by Zed Team that runs in your terminal, messaging platforms, and IDEs. It belongs to the same category as Claude Code (Anthropic), Codex (OpenAI), and OpenClaw — autonomous coding and task-execution agents that use tool calling to interact with your system. Zed works with any LLM provider (OpenRouter, Anthropic, OpenAI, DeepSeek, local models, and 15+ others) and runs on Linux, macOS, and WSL.
What makes Zed different:
- Self-improving through skills — Zed learns from experience by saving reusable procedures as skills. When it solves a complex problem, discovers a workflow, or gets corrected, it can persist that knowledge as a skill document that loads into future sessions. Skills accumulate over time, making the agent better at your specific tasks and environment.
- Persistent memory across sessions — remembers who you are, your preferences, environment details, and lessons learned. Pluggable memory backends (built-in, Honcho, Mem0, and more) let you choose how memory works.
- Multi-platform gateway — the same agent runs on Telegram, Discord, Slack, WhatsApp, Signal, Matrix, Email, and 10+ other platforms with full tool access, not just chat.
- Provider-agnostic — swap models and providers mid-workflow without changing anything else. Credential pools rotate across multiple API keys automatically.
- Profiles — run multiple independent Zed instances with isolated configs, sessions, skills, and memory.
- Extensible — plugins, MCP servers, custom tools, webhook triggers, cron scheduling, and the full Python ecosystem.
People use Zed for software development, research, system administration, data analysis, content creation, home automation, and anything else that benefits from an AI agent with persistent context and full system access.
This skill helps you work with Zed Agent effectively — setting it up, configuring features, spawning additional agent instances, troubleshooting issues, finding the right commands and settings, and understanding how the system works when you need to extend or contribute to it.
Docs: https://zed-agent.zedteam.com/docs/
Quick Start
# Install
curl -fsSL https://zed-agent.zedteam.com/install.sh | bash
# Interactive chat (default)
zed
# Single query
zed chat -q "What is the capital of France?"
# Setup wizard
zed setup
# Change model/provider
zed model
# Check health
zed doctor
CLI Reference
Global Flags
zed [flags] [command]
--version, -V Show version
--resume, -r SESSION Resume session by ID or title
--continue, -c [NAME] Resume by name, or most recent session
--worktree, -w Isolated git worktree mode (parallel agents)
--skills, -s SKILL Preload skills (comma-separate or repeat)
--profile, -p NAME Use a named profile
--yolo Skip dangerous command approval
--pass-session-id Include session ID in system prompt
No subcommand defaults to chat.
Chat
zed chat [flags]
-q, --query TEXT Single query, non-interactive
-m, --model MODEL Model (e.g. anthropic/claude-sonnet-4)
-t, --toolsets LIST Comma-separated toolsets
--provider PROVIDER Force provider (openrouter, anthropic, nous, etc.)
-v, --verbose Verbose output
-Q, --quiet Suppress banner, spinner, tool previews
--checkpoints Enable filesystem checkpoints (/rollback)
--source TAG Session source tag (default: cli)
Configuration
zed setup [section] Interactive wizard (model|terminal|gateway|tools|agent)
zed model Interactive model/provider picker
zed config View current config
zed config edit Open config.yaml in $EDITOR
zed config set KEY VAL Set a config value
zed config path Print config.yaml path
zed config env-path Print .env path
zed config check Check for missing/outdated config
zed config migrate Update config with new options
zed auth Interactive credential manager
zed auth add PROVIDER Add OAuth or API-key credential (e.g. nous, openai-codex, qwen-oauth)
zed auth list List stored credentials
zed auth remove PROVIDER Remove a stored credential
zed doctor [--fix] Check dependencies and config
zed status [--all] Show component status
Tools & Skills
zed tools Interactive tool enable/disable (curses UI)
zed tools list Show all tools and status
zed tools enable NAME Enable a toolset
zed tools disable NAME Disable a toolset
zed skills list List installed skills
zed skills search QUERY Search the skills hub
zed skills install ID Install a skill (ID can be a hub identifier OR a direct https://…/SKILL.md URL; pass --name to override when frontmatter has no name)
zed skills inspect ID Preview without installing
zed skills config Enable/disable skills per platform
zed skills check Check for updates
zed skills update Update outdated skills
zed skills uninstall N Remove a hub skill
zed skills publish PATH Publish to registry
zed skills browse Browse all available skills
zed skills tap add REPO Add a GitHub repo as skill source
MCP Servers
zed mcp serve Run Zed as an MCP server
zed mcp add NAME Add an MCP server (--url or --command)
zed mcp remove NAME Remove an MCP server
zed mcp list List configured servers
zed mcp test NAME Test connection
zed mcp configure NAME Toggle tool selection
How the built-in MCP client connects servers (stdio/HTTP), auto-discovers
their tools, and exposes them as first-class tools, plus catalog install
(zed mcp install <name>): skill_view(name="zed-agent", file_path="references/native-mcp.md").
Gateway (Messaging Platforms)
zed gateway run Start gateway foreground
zed gateway install Install as background service
zed gateway start/stop Control the service
zed gateway restart Restart the service
zed gateway status Check status
zed gateway setup Configure platforms
Supported platforms: Telegram, Discord, Slack, WhatsApp, Signal, Email, SMS, Matrix, Mattermost, Home Assistant, DingTalk, Feishu, WeCom, BlueBubbles (iMessage), Weixin (WeChat), API Server, Webhooks. Open WebUI connects via the API Server adapter.
Platform docs: https://zed-agent.zedteam.com/docs/user-guide/messaging/
Sessions
zed sessions list List recent sessions
zed sessions browse Interactive picker
zed sessions export OUT Export to JSONL
zed sessions rename ID T Rename a session
zed sessions delete ID Delete a session
zed sessions prune Clean up old sessions (--older-than N days)
zed sessions stats Session store statistics
Cron Jobs
zed cron list List jobs (--all for disabled)
zed cron create SCHED Create: '30m', 'every 2h', '0 9 * * *'
zed cron edit ID Edit schedule, prompt, delivery
zed cron pause/resume ID Control job state
zed cron run ID Trigger on next tick
zed cron remove ID Delete a job
zed cron status Scheduler status
Webhooks
zed webhook subscribe N Create route at /webhooks/<name>
zed webhook list List subscriptions
zed webhook remove NAME Remove a subscription
zed webhook test NAME Send a test POST
Full setup, route config, payload templating, and event-driven agent-run
patterns: skill_view(name="zed-agent", file_path="references/webhooks.md").
Profiles
zed profile list List all profiles
zed profile create NAME Create (--clone, --clone-all, --clone-from)
zed profile use NAME Set sticky default
zed profile delete NAME Delete a profile
zed profile show NAME Show details
zed profile alias NAME Manage wrapper scripts
zed profile rename A B Rename a profile
zed profile export NAME Export to tar.gz
zed profile import FILE Import from archive
Credential Pools
zed auth add Interactive credential wizard
zed auth list [PROVIDER] List pooled credentials
zed auth remove P INDEX Remove by provider + index
zed auth reset PROVIDER Clear exhaustion status
Other
zed insights [--days N] Usage analytics
zed update Update to latest version
zed pairing list/approve/revoke DM authorization
zed plugins list/install/remove Plugin management
zed honcho setup/status Honcho memory integration (requires honcho plugin)
zed memory setup/status/off Memory provider config
zed completion bash|zsh Shell completions
zed acp ACP server (IDE integration)
zed claw migrate Migrate from OpenClaw
zed uninstall Uninstall Zed
Slash Commands (In-Session)
Type these during an interactive chat session. New commands land fairly
often; if something below looks stale, run /help in-session for the
authoritative list or see the live slash commands reference.
The registry of record is zed_cli/commands.py — every consumer
(autocomplete, Telegram menu, Slack mapping, /help) derives from it.
Session Control
/new (/reset) Fresh session
/clear Clear screen + new session (CLI)
/retry Resend last message
/undo Remove last exchange
/title [name] Name the session
/compress Manually compress context
/stop Kill background processes
/rollback [N] Restore filesystem checkpoint
/snapshot [sub] Create or restore state snapshots of Zed config/state (CLI)
/background <prompt> Run prompt in background
/queue <prompt> Queue for next turn
/steer <prompt> Inject a message after the next tool call without interrupting
/agents (/tasks) Show active agents and running tasks
/resume [name] Resume a named session
/goal [text|sub] Set a standing goal Zed works on across turns until achieved
(subcommands: status, pause, resume, clear)
/redraw Force a full UI repaint (CLI)
Configuration
/config Show config (CLI)
/model [name] Show or change model
/personality [name] Set personality
/reasoning [level] Set reasoning (none|minimal|low|medium|high|xhigh|show|hide)
/verbose Cycle: off → new → all → verbose
/voice [on|off|tts] Voice mode
/yolo Toggle approval bypass
/busy [sub] Control what Enter does while Zed is working (CLI)
(subcommands: queue, steer, interrupt, status)
/indicator [style] Pick the TUI busy-indicator style (CLI)
(styles: kaomoji, emoji, unicode, ascii)
/footer [on|off] Toggle gateway runtime-metadata footer on final replies
/skin [name] Change theme (CLI)
/statusbar Toggle status bar (CLI)
Tools & Skills
/tools Manage tools (CLI)
/toolsets List toolsets (CLI)
/skills Search/install skills (CLI)
/skill <name> Load a skill into session
/reload-skills Re-scan ~/.zed/skills/ for added/removed skills
/reload Reload .env variables into the running session (CLI)
/reload-mcp Reload MCP servers
/cron Manage cron jobs (CLI)
/curator [sub] Background skill maintenance (status, run, pin, archive, …)
/kanban [sub] Multi-profile collaboration board (tasks, links, comments)
/plugins List plugins (CLI)
Gateway
/approve Approve a pending command (gateway)
/deny Deny a pending command (gateway)
/restart Restart gateway (gateway)
/sethome Set current chat as home channel (gateway)
/update Update Zed to latest (gateway)
/topic [sub] Enable or inspect Telegram DM topic sessions (gateway)
/platforms (/gateway) Show platform connection status (gateway)
Utility
/branch (/fork) Branch the current session
/fast Toggle priority/fast processing
/browser Open CDP browser connection
/history Show conversation history (CLI)
/save Save conversation to file (CLI)
/copy [N] Copy the last assistant response to clipboard (CLI)
/paste Attach clipboard image (CLI)
/image Attach local image file (CLI)
Info
/help Show commands
/commands [page] Browse all commands (gateway)
/usage Token usage
/insights [days] Usage analytics
/gquota Show Google Gemini Code Assist quota usage (CLI)
/status Session info (gateway)
/profile Active profile info
/debug Upload debug report (system info + logs) and get shareable links
Exit
/quit (/exit, /q) Exit CLI
Key Paths & Config
~/.zed/config.yaml Main configuration
~/.zed/.env API keys and secrets (under $ZED_HOME if set)
$ZED_HOME/skills/ Installed skills
~/.zed/sessions/ Gateway routing index, request dumps, *.jsonl transcripts (and optional per-session JSON snapshots when sessions.write_json_snapshots: true)
~/.zed/state.db Canonical session store (SQLite + FTS5)
~/.zed/logs/ Gateway and error logs
~/.zed/auth.json OAuth tokens and credential pools
~/.zed/zed-agent/ Source code (if git-installed)
Profiles use ~/.zed/profiles/<name>/ with the same layout.
Config Sections
Edit with zed config edit or zed config set section.key value.
| Section | Key options |
|---|---|
model |
default, provider, base_url, api_key, context_length |
agent |
max_turns (90), tool_use_enforcement |
terminal |
backend (local/docker/ssh/modal), cwd, timeout (180) |
compression |
enabled, threshold (0.50), target_ratio (0.20) |
display |
skin, tool_progress, show_reasoning, show_cost |
stt |
enabled, provider (local/groq/openai/mistral) |
tts |
provider (edge/elevenlabs/openai/minimax/mistral/neutts) |
memory |
memory_enabled, user_profile_enabled, provider |
security |
tirith_enabled, website_blocklist |
delegation |
model, provider, base_url, api_key, max_iterations (50), reasoning_effort |
checkpoints |
enabled, max_snapshots (50) |
Full config reference: https://zed-agent.zedteam.com/docs/user-guide/configuration
Providers
20+ providers supported. Set via zed model or zed setup.
| Provider | Auth | Key env var |
|---|---|---|
| OpenRouter | API key | OPENROUTER_API_KEY |
| Anthropic | API key | ANTHROPIC_API_KEY |
| Zed Portal | OAuth | zed auth |
| OpenAI Codex | OAuth | zed auth |
| GitHub Copilot | Token | COPILOT_GITHUB_TOKEN |
| Google Gemini | API key | GOOGLE_API_KEY or GEMINI_API_KEY |
| DeepSeek | API key | DEEPSEEK_API_KEY |
| xAI / Grok | API key | XAI_API_KEY |
| Hugging Face | Token | HF_TOKEN |
| Z.AI / GLM | API key | GLM_API_KEY |
| MiniMax | API key | MINIMAX_API_KEY |
| MiniMax CN | API key | MINIMAX_CN_API_KEY |
| Kimi / Moonshot | API key | KIMI_API_KEY |
| Alibaba / DashScope | API key | DASHSCOPE_API_KEY |
| Xiaomi MiMo | API key | XIAOMI_API_KEY |
| Kilo Code | API key | KILOCODE_API_KEY |
| OpenCode Zen | API key | OPENCODE_ZEN_API_KEY |
| OpenCode Go | API key | OPENCODE_GO_API_KEY |
| Qwen OAuth | OAuth | zed auth add qwen-oauth |
| Custom endpoint | Config | model.base_url + model.api_key in config.yaml |
| GitHub Copilot ACP | External | COPILOT_CLI_PATH or Copilot CLI |
Full provider docs: https://zed-agent.zedteam.com/docs/integrations/providers
Toolsets
Enable/disable via zed tools (interactive) or zed tools enable/disable NAME.
| Toolset | What it provides |
|---|---|
web |
Web search and content extraction |
search |
Web search only (subset of web) |
browser |
Browser automation (Browserbase, Camofox, or local Chromium) |
terminal |
Shell commands and process management |
file |
File read/write/search/patch |
code_execution |
Sandboxed Python execution |
vision |
Image analysis |
image_gen |
AI image generation |
video |
Video analysis and generation |
tts |
Text-to-speech |
skills |
Skill browsing and management |
memory |
Persistent cross-session memory |
session_search |
Search past conversations |
delegation |
Subagent task delegation |
cronjob |
Scheduled task management |
clarify |
Ask user clarifying questions |
messaging |
Cross-platform message sending |
todo |
In-session task planning and tracking |
kanban |
Multi-agent work-queue tools (gated to workers) |
debugging |
Extra introspection/debug tools (off by default) |
safe |
Minimal, low-risk toolset for locked-down sessions |
spotify |
Spotify playback and playlist control |
homeassistant |
Smart home control (off by default) |
discord |
Discord integration tools |
discord_admin |
Discord admin/moderation tools |
feishu_doc |
Feishu (Lark) document tools |
feishu_drive |
Feishu (Lark) drive tools |
yuanbao |
Yuanbao integration tools |
rl |
Reinforcement learning tools (off by default) |
moa |
Mixture of Agents (off by default) |
Full enumeration lives in toolsets.py as the TOOLSETS dict; _ZED_CORE_TOOLS is the default bundle most platforms inherit from.
Tool changes take effect on /reset (new session). They do NOT apply mid-conversation to preserve prompt caching.
Security & Privacy Toggles
Common "why is Zed doing X to my output / tool calls / commands?" toggles — and the exact commands to change them. Most of these need a fresh session (/reset in chat, or start a new zed invocation) because they're read once at startup.
Secret redaction in tool output
Secret redaction is on by default — tool output (terminal stdout, read_file, web content, subagent summaries, etc.) is scanned for strings that look like API keys, tokens, and secrets before it enters the conversation context and logs. Leave it enabled for normal use:
zed config set security.redact_secrets true # keep enabled globally
Restart required. security.redact_secrets is snapshotted at import time — toggling it mid-session (e.g. via export ZED_REDACT_SECRETS=false from a tool call) will NOT take effect for the running process. Tell the user to change it in config from a terminal, then start a new session. This is deliberate — it prevents an LLM from flipping the toggle on itself mid-task.
Disable only when you deliberately need raw credential-like strings for debugging or redactor development:
zed config set security.redact_secrets false
PII redaction in gateway messages
Separate from secret redaction. When enabled, the gateway hashes user IDs and strips phone numbers from the session context before it reaches the model:
zed config set privacy.redact_pii true # enable
zed config set privacy.redact_pii false # disable (default)
Command approval prompts
By default (approvals.mode: manual), Zed prompts the user before running shell commands flagged as destructive (rm -rf, git reset --hard, etc.). The modes are:
manual— always prompt (default)smart— use an auxiliary LLM to auto-approve low-risk commands, prompt on high-riskoff— skip all approval prompts (equivalent to--yolo)
zed config set approvals.mode smart # recommended middle ground
zed config set approvals.mode off # bypass everything (not recommended)
Per-invocation bypass without changing config:
zed --yolo …export ZED_YOLO_MODE=1
Note: YOLO / approvals.mode: off does NOT turn off secret redaction. They are independent.
Shell hooks allowlist
Some shell-hook integrations require explicit allowlisting before they fire. Managed via ~/.zed/shell-hooks-allowlist.json — prompted interactively the first time a hook wants to run.
Disabling the web/browser/image-gen tools
To keep the model away from network or media tools entirely, open zed tools and toggle per-platform. Takes effect on next session (/reset). See the Tools & Skills section above.
Voice & Transcription
STT (Voice → Text)
Voice messages from messaging platforms are auto-transcribed.
Provider priority (auto-detected):
- Local faster-whisper — free, no API key:
pip install faster-whisper - Groq Whisper — free tier: set
GROQ_API_KEY - OpenAI Whisper — paid: set
VOICE_TOOLS_OPENAI_KEY - Mistral Voxtral — set
MISTRAL_API_KEY
Config:
stt:
enabled: true
provider: local # local, groq, openai, mistral
local:
model: base # tiny, base, small, medium, large-v3
TTS (Text → Voice)
| Provider | Env var | Free? |
|---|---|---|
| Edge TTS | None | Yes (default) |
| ElevenLabs | ELEVENLABS_API_KEY |
Free tier |
| OpenAI | VOICE_TOOLS_OPENAI_KEY |
Paid |
| MiniMax | MINIMAX_API_KEY |
Paid |
| Mistral (Voxtral) | MISTRAL_API_KEY |
Paid |
| NeuTTS (local) | None (pip install neutts[all] + espeak-ng) |
Free |
Voice commands: /voice on (voice-to-voice), /voice tts (always voice), /voice off.
Spawning Additional Zed Instances
Run additional Zed processes as fully independent subprocesses — separate sessions, tools, and environments.
When to Use This vs delegate_task
delegate_task |
Spawning zed process |
|
|---|---|---|
| Isolation | Separate conversation, shared process | Fully independent process |
| Duration | Minutes (bounded by parent loop) | Hours/days |
| Tool access | Subset of parent's tools | Full tool access |
| Interactive | No | Yes (PTY mode) |
| Use case | Quick parallel subtasks | Long autonomous missions |
One-Shot Mode
terminal(command="zed chat -q 'Research GRPO papers and write summary to ~/research/grpo.md'", timeout=300)
# Background for long tasks:
terminal(command="zed chat -q 'Set up CI/CD for ~/myapp'", background=true)
Interactive PTY Mode (via tmux)
Zed uses prompt_toolkit, which requires a real terminal. Use tmux for interactive spawning:
# Start
terminal(command="tmux new-session -d -s agent1 -x 120 -y 40 'zed'", timeout=10)
# Wait for startup, then send a message
terminal(command="sleep 8 && tmux send-keys -t agent1 'Build a FastAPI auth service' Enter", timeout=15)
# Read output
terminal(command="sleep 20 && tmux capture-pane -t agent1 -p", timeout=5)
# Send follow-up
terminal(command="tmux send-keys -t agent1 'Add rate limiting middleware' Enter", timeout=5)
# Exit
terminal(command="tmux send-keys -t agent1 '/exit' Enter && sleep 2 && tmux kill-session -t agent1", timeout=10)
Multi-Agent Coordination
# Agent A: backend
terminal(command="tmux new-session -d -s backend -x 120 -y 40 'zed -w'", timeout=10)
terminal(command="sleep 8 && tmux send-keys -t backend 'Build REST API for user management' Enter", timeout=15)
# Agent B: frontend
terminal(command="tmux new-session -d -s frontend -x 120 -y 40 'zed -w'", timeout=10)
terminal(command="sleep 8 && tmux send-keys -t frontend 'Build React dashboard for user management' Enter", timeout=15)
# Check progress, relay context between them
terminal(command="tmux capture-pane -t backend -p | tail -30", timeout=5)
terminal(command="tmux send-keys -t frontend 'Here is the API schema from the backend agent: ...' Enter", timeout=5)
Session Resume
# Resume most recent session
terminal(command="tmux new-session -d -s resumed 'zed --continue'", timeout=10)
# Resume specific session
terminal(command="tmux new-session -d -s resumed 'zed --resume 20260225_143052_a1b2c3'", timeout=10)
Tips
- Prefer
delegate_taskfor quick subtasks — less overhead than spawning a full process - Use
-w(worktree mode) when spawning agents that edit code — prevents git conflicts - Set timeouts for one-shot mode — complex tasks can take 5-10 minutes
- Use
zed chat -qfor fire-and-forget — no PTY needed - Use tmux for interactive sessions — raw PTY mode has
\rvs\nissues with prompt_toolkit - For scheduled tasks, use the
cronjobtool instead of spawning — handles delivery and retry
Durable & Background Systems
Four systems run alongside the main conversation loop. Quick reference
here; full developer notes live in AGENTS.md, user-facing docs under
website/docs/user-guide/features/.
Delegation (delegate_task)
Synchronous subagent spawn — the parent waits for the child's summary before continuing its own loop. Isolated context + terminal session.
- Single:
delegate_task(goal, context, toolsets). - Batch:
delegate_task(tasks=[{goal, ...}, ...])runs children in parallel, capped bydelegation.max_concurrent_children(default 3). - Roles:
leaf(default; cannot re-delegate) vsorchestrator(can spawn its own workers, bounded bydelegation.max_spawn_depth). - Not durable. If the parent is interrupted, the child is
cancelled. For work that must outlive the turn, use
cronjoborterminal(background=True, notify_on_complete=True).
Config: delegation.* in config.yaml.
Cron (scheduled jobs)
Durable scheduler — cron/jobs.py + cron/scheduler.py. Drive it via
the cronjob tool, the zed cron CLI (list, add, edit,
pause, resume, run, remove), or the /cron slash command.
- Schedules: duration (
"30m","2h"), "every" phrase ("every monday 9am"), 5-field cron ("0 9 * * *"), or ISO timestamp. - Per-job knobs:
skills,model/provideroverride,script(pre-run data collection;no_agent=Truemakes the script the whole job),context_from(chain job A's output into job B),workdir(run in a specific dir with itsAGENTS.md/CLAUDE.mdloaded), multi-platform delivery. - Invariants: 3-minute hard interrupt per run,
.tick.lockfile prevents duplicate ticks across processes, cron sessions passskip_memory=Trueby default, and cron deliveries are framed with a header/footer instead of being mirrored into the target gateway session (keeps role alternation intact).
User docs: https://zed-agent.zedteam.com/docs/user-guide/features/cron
Curator (skill lifecycle)
Background maintenance for agent-created skills. Tracks usage, marks idle skills stale, archives stale ones, keeps a pre-run tar.gz backup so nothing is lost.
- CLI:
zed curator <verb>—status,run,pause,resume,pin,unpin,archive,restore,prune,backup,rollback. - Slash:
/curator <subcommand>mirrors the CLI. - Scope: only touches skills with
created_by: "agent"provenance. Bundled + hub-installed skills are off-limits. Never deletes — max destructive action is archive. Pinned skills are exempt from every auto-transition and every LLM review pass. - Telemetry: sidecar at
~/.zed/skills/.usage.jsonholds per-skilluse_count,view_count,patch_count,last_activity_at,state,pinned.
Config: curator.* (enabled, interval_hours, min_idle_hours,
stale_after_days, archive_after_days, backup.*).
User docs: https://zed-agent.zedteam.com/docs/user-guide/features/curator
Kanban (multi-agent work queue)
Durable SQLite board for multi-profile / multi-worker collaboration.
Users drive it via zed kanban <verb>; dispatcher-spawned workers
see a focused kanban_* toolset gated by ZED_KANBAN_TASK, and
orchestrator profiles can opt into the broader kanban toolset. Normal
sessions still have zero kanban_* schema footprint unless configured.
- CLI verbs (common):
init,create,list(aliasls),show,assign,link,unlink,comment,complete,block,unblock,archive,tail. Less common:watch,stats,runs,log,dispatch,daemon,gc. - Worker/orchestrator toolset:
kanban_show,kanban_complete,kanban_block,kanban_heartbeat,kanban_comment,kanban_create,kanban_link; profiles that explicitly enable thekanbantoolset outside a dispatcher-spawned task also getkanban_listandkanban_unblockfor board routing. - Dispatcher runs inside the gateway by default
(
kanban.dispatch_in_gateway: true) — reclaims stale claims, promotes ready tasks, atomically claims, spawns assigned profiles. Auto-blocks a task afterfailure_limitconsecutive spawn failures (default 2; configurable viakanban.failure_limitor per-taskmax_retries). - Isolation: board is the hard boundary (workers get
ZED_KANBAN_BOARDpinned in env); tenant is a soft namespace within a board for workspace-path + memory-key isolation.
User docs: https://zed-agent.zedteam.com/docs/user-guide/features/kanban
Windows-Specific Quirks
Zed runs natively on Windows (PowerShell, cmd, Windows Terminal, git-bash mintty, VS Code integrated terminal). Most of it just works, but a handful of differences between Win32 and POSIX have bitten us — document new ones here as you hit them so the next person (or the next session) doesn't rediscover them from scratch.
Input / Keybindings
Alt+Enter doesn't insert a newline. Windows Terminal intercepts Alt+Enter
at the terminal layer to toggle fullscreen — the keystroke never reaches
prompt_toolkit. Use Ctrl+Enter instead. Windows Terminal delivers
Ctrl+Enter as LF (c-j), distinct from plain Enter (c-m / CR), and the
CLI binds c-j to newline insertion on win32 only (see
_bind_prompt_submit_keys + the Windows-only c-j binding in cli.py).
Side effect: the raw Ctrl+J keystroke also inserts a newline on Windows —
unavoidable, because Windows Terminal collapses Ctrl+Enter and Ctrl+J to
the same keycode at the Win32 console API layer. No conflicting binding
existed for Ctrl+J on Windows, so this is a harmless side effect.
mintty / git-bash behaves the same (fullscreen on Alt+Enter) unless you disable Alt+Fn shortcuts in Options → Keys. Easier to just use Ctrl+Enter.
Diagnosing keybindings. Run python scripts/keystroke_diagnostic.py
(repo root) to see exactly how prompt_toolkit identifies each keystroke
in the current terminal. Answers questions like "does Shift+Enter come
through as a distinct key?" (almost never — most terminals collapse it
to plain Enter) or "what byte sequence is my terminal sending for
Ctrl+Enter?" This is how the Ctrl+Enter = c-j fact was established.
Config / Files
HTTP 400 "No models provided" on first run. config.yaml was saved
with a UTF-8 BOM (common when Windows apps write it). Re-save as UTF-8
without BOM. zed config edit writes without BOM; manual edits in
Notepad are the usual culprit.
execute_code / Sandbox
WinError 10106 ("The requested service provider could not be loaded
or initialized") from the sandbox child process — it can't create an
AF_INET socket, so the loopback-TCP RPC fallback fails before
connect(). Root cause is usually not a broken Winsock LSP; it's
Zed's own env scrubber dropping SYSTEMROOT / WINDIR / COMSPEC
from the child env. Python's socket module needs SYSTEMROOT to locate
mswsock.dll. Fixed via the _WINDOWS_ESSENTIAL_ENV_VARS allowlist in
tools/code_execution_tool.py. If you still hit it, echo os.environ
inside an execute_code block to confirm SYSTEMROOT is set. Full
diagnostic recipe in references/execute-code-sandbox-env-windows.md.
Testing / Contributing
scripts/run_tests.sh doesn't work as-is on Windows — it looks for
POSIX venv layouts (.venv/bin/activate). The Zed-installed venv at
venv/Scripts/ has no pip or pytest either (stripped for install size).
Workaround: install pytest + pytest-xdist + pyyaml into a system Python
3.11 user site, then invoke pytest directly with PYTHONPATH set:
"/c/Program Files/Python311/python" -m pip install --user pytest pytest-xdist pyyaml
export PYTHONPATH="$(pwd)"
"/c/Program Files/Python311/python" -m pytest tests/foo/test_bar.py -v --tb=short -n 0
Use -n 0, not -n 4 — pyproject.toml's default addopts already
includes -n, and the wrapper's CI-parity guarantees don't apply off POSIX.
POSIX-only tests need skip guards. Common markers already in the codebase:
- Symlinks — elevated privileges on Windows
0o600file modes — POSIX mode bits not enforced on NTFS by defaultsignal.SIGALRM— Unix-only (seetests/conftest.py::_enforce_test_timeout)- Winsock / Windows-specific regressions —
@pytest.mark.skipif(sys.platform != "win32", ...)
Use the existing skip-pattern style (sys.platform == "win32" or
sys.platform.startswith("win")) to stay consistent with the rest of the
suite.
Path / Filesystem
Line endings. Git may warn LF will be replaced by CRLF the next time Git touches it. Cosmetic — the repo's .gitattributes normalizes. Don't
let editors auto-convert committed POSIX-newline files to CRLF.
Forward slashes work almost everywhere. C:/Users/... is accepted by
every Zed tool and most Windows APIs. Prefer forward slashes in code
and logs — avoids shell-escaping backslashes in bash.
Troubleshooting
Voice not working
- Check
stt.enabled: truein config.yaml - Verify provider:
pip install faster-whisperor set API key - In gateway:
/restart. In CLI: exit and relaunch.
Tool not available
zed tools— check if toolset is enabled for your platform- Some tools need env vars (check
.env) /resetafter enabling tools
Model/provider issues
zed doctor— check config and dependencieszed auth— re-authenticate OAuth providers (orzed auth add <provider>)- Check
.envhas the right API key - Copilot 403:
gh auth logintokens do NOT work for Copilot API. You must use the Copilot-specific OAuth device code flow viazed model→ GitHub Copilot.
Changes not taking effect
- Tools/skills:
/resetstarts a new session with updated toolset - Config changes: In gateway:
/restart. In CLI: exit and relaunch. - Code changes: Restart the CLI or gateway process
Skills not showing
zed skills list— verify installedzed skills config— check platform enablement- Load explicitly:
/skill nameorzed -s name
Gateway issues
Check logs first:
grep -i "failed to send\|error" ~/.zed/logs/gateway.log | tail -20
Common gateway problems:
- Gateway dies on SSH logout: Enable linger:
sudo loginctl enable-linger $USER - Gateway dies on WSL2 close: WSL2 requires
systemd=truein/etc/wsl.conffor systemd services to work. Without it, gateway falls back tonohup(dies when session closes). - Gateway crash loop: Reset the failed state:
systemctl --user reset-failed zed-gateway
Platform-specific issues
- Discord bot silent: Must enable Message Content Intent in Bot → Privileged Gateway Intents.
- Slack bot only works in DMs: Must subscribe to
message.channelsevent. Without it, the bot ignores public channels. - Windows-specific issues (
Alt+Enternewline, WinError 10106, UTF-8 BOM config, test suite, line endings): see the dedicated Windows-Specific Quirks section above.
Auxiliary models not working
If auxiliary tasks (vision, compression, session_search) fail silently, the auto provider can't find a backend. Either set OPENROUTER_API_KEY or GOOGLE_API_KEY, or explicitly configure each auxiliary task's provider:
zed config set auxiliary.vision.provider <your_provider>
zed config set auxiliary.vision.model <model_name>
Where to Find Things
| Looking for... | Location |
|---|---|
| Config options | zed config edit or Configuration docs |
| Available tools | zed tools list or Tools reference |
| Slash commands | /help in session or Slash commands reference |
| Skills catalog | zed skills browse or Skills catalog |
| Provider setup | zed model or Providers guide |
| Platform setup | zed gateway setup or Messaging docs |
| MCP servers | zed mcp list or MCP guide |
| Profiles | zed profile list or Profiles docs |
| Cron jobs | zed cron list or Cron docs |
| Memory | zed memory status or Memory docs |
| Env variables | zed config env-path or Env vars reference |
| CLI commands | zed --help or CLI reference |
| Gateway logs | ~/.zed/logs/gateway.log |
| Session files | zed sessions browse (reads state.db) |
| Source code | ~/.zed/zed-agent/ |
Contributor Quick Reference
For occasional contributors and PR authors. Full developer docs: https://zed-agent.zedteam.com/docs/developer-guide/
Project Layout
zed-agent/
├── run_agent.py # AIAgent — core conversation loop
├── model_tools.py # Tool discovery and dispatch
├── toolsets.py # Toolset definitions
├── cli.py # Interactive CLI (ZedCLI)
├── zed_state.py # SQLite session store
├── agent/ # Prompt builder, context compression, memory, model routing, credential pooling, skill dispatch
├── zed_cli/ # CLI subcommands, config, setup, commands
│ ├── commands.py # Slash command registry (CommandDef)
│ ├── config.py # DEFAULT_CONFIG, env var definitions
│ └── main.py # CLI entry point and argparse
├── tools/ # One file per tool
│ └── registry.py # Central tool registry
├── gateway/ # Messaging gateway
│ └── platforms/ # Platform adapters (telegram, discord, etc.)
├── cron/ # Job scheduler
├── tests/ # ~3000 pytest tests
└── website/ # Docusaurus docs site
Config: ~/.zed/config.yaml (settings), ~/.zed/.env (API keys) — both under $ZED_HOME when it is set.
Adding a Tool (3 files)
1. Create tools/your_tool.py:
import json, os
from tools.registry import registry
def check_requirements() -> bool:
return bool(os.getenv("EXAMPLE_API_KEY"))
def example_tool(param: str, task_id: str = None) -> str:
return json.dumps({"success": True, "data": "..."})
registry.register(
name="example_tool",
toolset="example",
schema={"name": "example_tool", "description": "...", "parameters": {...}},
handler=lambda args, **kw: example_tool(
param=args.get("param", ""), task_id=kw.get("task_id")),
check_fn=check_requirements,
requires_env=["EXAMPLE_API_KEY"],
)
2. Add to toolsets.py → _ZED_CORE_TOOLS list.
Auto-discovery: any tools/*.py file with a top-level registry.register() call is imported automatically — no manual list needed.
All handlers must return JSON strings. Use get_zed_home() for paths, never hardcode ~/.zed.
Adding a Slash Command
- Add
CommandDeftoCOMMAND_REGISTRYinzed_cli/commands.py - Add handler in
cli.py→process_command() - (Optional) Add gateway handler in
gateway/run.py
All consumers (help text, autocomplete, Telegram menu, Slack mapping) derive from the central registry automatically.
Agent Loop (High Level)
run_conversation():
1. Build system prompt
2. Loop while iterations < max:
a. Call LLM (OpenAI-format messages + tool schemas)
b. If tool_calls → dispatch each via handle_function_call() → append results → continue
c. If text response → return
3. Context compression triggers automatically near token limit
Testing
python -m pytest tests/ -o 'addopts=' -q # Full suite
python -m pytest tests/tools/ -q # Specific area
- Tests auto-redirect
ZED_HOMEto temp dirs — never touch real~/.zed/ - Run full suite before pushing any change
- Use
-o 'addopts='to clear any baked-in pytest flags
Windows contributors: scripts/run_tests.sh currently looks for POSIX venvs (.venv/bin/activate / venv/bin/activate) and will error out on Windows where the layout is venv/Scripts/activate + python.exe. The Zed-installed venv at venv/Scripts/ also has no pip or pytest — it's stripped for end-user install size. Workaround: install pytest + pytest-xdist + pyyaml into a system Python 3.11 user site (/c/Program Files/Python311/python -m pip install --user pytest pytest-xdist pyyaml), then run tests directly:
export PYTHONPATH="$(pwd)"
"/c/Program Files/Python311/python" -m pytest tests/tools/test_foo.py -v --tb=short -n 0
Use -n 0 (not -n 4) because pyproject.toml's default addopts already includes -n, and the wrapper's CI-parity story doesn't apply off-POSIX.
Cross-platform test guards: tests that use POSIX-only syscalls need a skip marker. Common ones already in the codebase:
- Symlink creation →
@pytest.mark.skipif(sys.platform == "win32", reason="Symlinks require elevated privileges on Windows")(seetests/cron/test_cron_script.py) - POSIX file modes (0o600, etc.) →
@pytest.mark.skipif(sys.platform.startswith("win"), reason="POSIX mode bits not enforced on Windows")(seetests/zed_cli/test_auth_toctou_file_modes.py) signal.SIGALRM→ Unix-only (seetests/conftest.py::_enforce_test_timeout)- Live Winsock / Windows-specific regression tests →
@pytest.mark.skipif(sys.platform != "win32", reason="Windows-specific regression")
Monkeypatching sys.platform is not enough when the code under test also calls platform.system() / platform.release() / platform.mac_ver(). Those functions re-read the real OS independently, so a test that sets sys.platform = "linux" on a Windows runner will still see platform.system() == "Windows" and route through the Windows branch. Patch all three together:
monkeypatch.setattr(sys, "platform", "linux")
monkeypatch.setattr(platform, "system", lambda: "Linux")
monkeypatch.setattr(platform, "release", lambda: "6.8.0-generic")
See tests/agent/test_prompt_builder.py::TestEnvironmentHints for a worked example.
Extending the system prompt's execution-environment block
Factual guidance about the host OS, user home, cwd, terminal backend, and shell (bash vs. PowerShell on Windows) is emitted from agent/prompt_builder.py::build_environment_hints(). This is also where the WSL hint and per-backend probe logic live. The convention:
- Local terminal backend → emit host info (OS,
$HOME, cwd) + Windows-specific notes (hostname ≠username,terminaluses bash not PowerShell). - Remote terminal backend (anything in
_REMOTE_TERMINAL_BACKENDS:docker, singularity, modal, daytona, ssh, managed_modal) → suppress host info entirely and describe only the backend. A liveuname/whoami/pwdprobe runs inside the backend viatools.environments.get_environment(...).execute(...), cached per process in_BACKEND_PROBE_CACHE, with a static fallback if the probe times out. - Key fact for prompt authoring: when
TERMINAL_ENV != "local", every file tool (read_file,write_file,patch,search_files) runs inside the backend container, not on the host. The system prompt must never describe the host in that case — the agent can't touch it.
Full design notes, the exact emitted strings, and testing pitfalls:
references/prompt-builder-environment-hints.md.
Refactor-safety pattern (POSIX-equivalence guard): when you extract inline logic into a helper that adds Windows/platform-specific behavior, keep a _legacy_<name> oracle function in the test file that's a verbatim copy of the old code, then parametrize-diff against it. Example: tests/tools/test_code_execution_windows_env.py::TestPosixEquivalence. This locks in the invariant that POSIX behavior is bit-for-bit identical and makes any future drift fail loudly with a clear diff.
Commit Conventions
type: concise subject line
Optional body.
Types: fix:, feat:, refactor:, docs:, chore:
Key Rules
- Never break prompt caching — don't change context, tools, or system prompt mid-conversation
- Message role alternation — never two assistant or two user messages in a row
- Use
get_zed_home()fromzed_constantsfor all paths (profile-safe) - Config values go in
config.yaml, secrets go in.env - New tools need a
check_fnso they only appear when requirements are met