dsh-kimi-assemble

Native DeepSeek Harness tools for two Kimi bridges that run on your own machine:

Capability	Backend	Tools
Drive your real, logged-in browser	Kimi browser extension daemon (WebBridge, 127.0.0.1:10086)	kimi_browser_*
Observe and operate real Windows windows	KimiCU native agent (\\.\pipe\kimi-cu-win-<user>)	kimi_cu_*
Diagnose both	—	kimi_status

Once installed the model does not need to read a skill, shell out to curl, or write a node-repl js cell — it calls tools. UTF-8 survives end to end, a bad argument names the exact field, and a connection failure comes with the next step.

中文文档

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Install

Read this first: what you must already have

This plugin is a bridge, not a bundled implementation. It drives two Kimi components that live on your machine; without them the tools answer KIMI_WEBRIDGE_DOWN / KIMI_CU_NOT_INSTALLED on every call — with install instructions attached, because a plugin must not download and execute remote installers by itself.

You want…	You need	How to get it
browser control	Chrome or Edge + the Kimi browser extension. The local-Agent path needs no Kimi account (only the sidebar does).	1) install the "Kimi" extension from the Chrome Web Store or Edge Add-ons (or the manual install); 2) open the extension sidebar → Settings → “本地 Agent 远程控制” → click 去连接 / Connect; 3) copy the install command shown in that dialog into a terminal and run it — this installs the local daemon under ~/.kimi-webbridge. FAQ
desktop control	Windows + the KimiCU runtime (kimi-cu.exe)	download and run setup_windows.cmd in a terminal, or set kimicuExePath in the config to an existing copy
either	DeepSeek Harness >= 0.2.0 (verified on 0.2.1-rc.2), Node >= 22	—

Only want the browser half? Set kimicuEnabled: false — the five kimi_cu_* tools then never register, on any OS.

A fresh machine is wired once kimi_status reports both bridges as installed; after that the plugin discovers, starts and reconnects to both components automatically (including clearing a stale daemon pid file left by an unclean shutdown).

Install from npm (simplest):

plugin_manager install_bundle  target=dsh-kimi-assemble@1.1.0

Or from the plugin market: add this index URL under Discover → index sources, then install the plugin from there:

https://raw.githubusercontent.com/KexinCC/dsh-kimi-assemble/main/market/index.json

Or clone and install the checkout directly (no registry involved):

git clone https://github.com/KexinCC/dsh-kimi-assemble.git

plugin_manager install_bundle  target=<absolute path to that clone>

Either way, cordis_inspect_query(Tool.listTools) should then list 13 kimi_* tools.

Coming from the old KimiCU MCP? Disable that row. It exposes mcp__kimicu__js / js_reset / js_add_node_module_dir; this plugin covers all 16 KimiCU methods, so keeping both only adds a second path competing for real desktop input:

# in <profile>/cordis.patch.yml, on the existing mcp-kimicu row:
- id: mcp-kimicu
  name: "@deepseek-ai/dsh-mcp-client"
  config: { ... }          # keep the existing config
  disabled: true

Configure

config is replaced wholesale (loader semantics, not a deep merge). Write only the keys you want to change; everything else falls back to the defaults.

Key	Default	Meaning
webbridgeEnabled	true	when false, no browser tools are registered
webbridgeAddr	''	empty = read ~/.kimi-webbridge/daemon.addr, else 127.0.0.1:10086
webbridgeAutoStart	true	start the daemon idempotently when it is unreachable
webbridgeTimeoutMs	60000	per browser action
browserGroupTitle	DSH	default tab group title, visible in the user's browser
browserReadMaxChars	20000	default kimi_browser_read budget
browserVerify	auto	auto = verify that each action changed the page; off = fire-and-forget (rollback switch)
browserVerifyMs	600	how long to watch for a change before reporting "unchanged" (100–10000)
browserReadIncludeMeta	true	attach the page-state line (url / load / scroll / focus / counts) to reads
kimicuEnabled	true	when false, no desktop tools are registered
kimicuExePath	''	empty = KIMI_CU_WINDOWS_EXE → KIMI_CU_WINDOWS_HOME → %LOCALAPPDATA%\Kimi Computer Use\kimi-cu.exe → legacy KimiCU directory
kimicuAutoStart	true	start the agent idempotently when it is unreachable
kimicuTimeoutMs	120000	per desktop call
cuMaxTreeChars	12000	default accessibility-tree truncation
promptSection	true	contribute the system-prompt section
registerSkills	true	register the kimi-webbridge / kimi-cu runtime skills (they shadow the older curl/js-cell skills)
language	"auto"	auto → Chinese when the system locale is zh*, else English; en / zh force one
disabledTools	[]	tool names to drop (e.g. ["kimi_cu_launch"])

Tool descriptions are always English — they are part of the model-facing tool catalog. language controls the text a human sees: error messages, tool output, the prompt section and the skill bodies.

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Tools

Diagnosis

• kimi_status {deep?} — the live state of both bridges (daemon address/version/extension connection, CU exe/version/agent pid/pipe/permissions) plus hints[] with the concrete next step. First stop after any connection failure.

Browser

• kimi_browser_open {url, new_tab=true, wait_until=load|domcontentloaded|none, group_title?, session?} → final URL / title / tabId / page state. Waits for load by default so the next action does not race the page.
• kimi_browser_read {mode=read|find|frame|diff, include_meta?, include_screenshot?, ref?, max_chars?, cursor?} → accessibility tree text (with [ref=eNNN]), a page-state line (url / load state / scroll / focused element / element counts), search hits, iframe text, or only what changed since the previous read (mode=diff, typically ~4% of the full payload).
• kimi_browser_click {selector, verify?, session?} — CSS or @eNNN / eNNN / [ref=eNNN]. Reports changed / changeDetail; a stale ref is re-read and retried once.
• kimi_browser_fill {selector, value, submit=false, verify?, session?} — reports whether a → submit=true commits for you: it clicks the form submit button (falling back to requestSubmit(), Esc + click, then Enter) and reports submitStrategy. This extension cannot produce real key events, so implicit Enter-to-submit never happens. submit=true Enter actually changed the page (suggestion dropdowns swallow it).
• kimi_browser_act {verb, ...} — press, type, clear, select, check, uncheck, hover, scroll, drag, mouse_click, upload, each verified, with optional wait_for.
• kimi_browser_wait {text|text_gone|selector|url|ready|ms, timeout_ms?} — wait for a condition instead of re-reading in a loop; on timeout it returns the current page state.
• kimi_browser_eval {code, max_chars?} — evaluate page JS, JSON result.
• kimi_browser_dialog {action=status|accept|dismiss, text?} — native dialogs freeze the page; click/fill/act report dialogOpen instead of failing, and this answers them.
• kimi_browser_screenshot {selector?, full_page=false, format=png|jpeg, quality?, session?} → an image block (a path when the model route has no image input)
• kimi_browser_tabs {action=list|list_all|attach|close|close_session, tab_id?}
• kimi_browser_script — two shapes:
  • single step (escape hatch): {action, args, session?}, covering all 35 daemon actions (network / upload / pdf / cdp / highlight …)
  • batch: {steps:[{action,args,capture?}], stop_on_error?, max_result_chars?} — 1–25 steps in one call
  • argument table: references/browser-actions.md

Why actions are verified

Every mutating browser tool reports whether the page actually changed. The extension's click is a DOM-level dispatch: it returns success even when nothing happens, which used to make a wrong click look identical to a right one. browserVerify: 'off' restores the old fire-and-forget behaviour. Measured effect (6 fixtures × 5 runs, see bench/RESULTS.md): silent failures 10 → 0, task success 37% → 100%, at the cost of ~600ms on actions that genuinely do nothing.

Desktop

• kimi_cu_windows {filter?, limit?} → [{id, title, app}]
• kimi_cu_observe {window, screenshot=true, text=true, filter?, max_chars?} → accessibility tree (with [index]) + focus + screenshot image block + coordinate_space
• kimi_cu_act {action, window, ...} — click (element_index or x/y), type, key, scroll (scroll_y > 0 scrolls down), set_value, drag, drag_path, secondary, activate
• kimi_cu_launch {app}
• kimi_cu_script — two shapes:
  • single step: {action, window, ...}, or {action:"call", args:{method,args}} for any of the 16 KimiCU methods (open_panel, list_apps, …)
  • batch: {steps:[...], stop_on_error?, settle_ms?, max_result_chars?} — 1–30 steps inside one input lease; step actions are the 9 input actions above plus windows / observe / launch / wait_window / sleep / call; a later step can address the n-th window of the previous windows step with window:"@n"
  • argument table: references/computer-api.md

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Performance: the plugin is fast, the model rounds are the cost

Measured with node test/bench.mjs on the development machine:

Layer	Measured	Meaning
HTTP health check / status (cached)	0.0–2.1 ms	plugin overhead
HTTP snapshot / list_tabs / evaluate	4–10 ms	plugin overhead
CU ping / list_windows / get_window	0.5–2.7 ms	plugin overhead
CU lease begin+end	0.3 ms	negligible
browser navigate	~206 ms	page load — the daemon's job
browser screenshot	~144 ms	Chrome capture
CU get_window_state, text only	~82 ms	UIA tree walk
CU get_window_state, with screenshot	~217 ms	UIA + WGC capture
one model round	seconds	the real cost

Local execution is 0.5–220 ms; a model round is seconds. So the optimisation is more work per call, not a faster transport. That is what the batch scripts are for: one tool call is one model round, and six browser steps that used to cost six rounds now finish inside a single 0.6 s call.

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Why it does not go wrong

1. No shell. Browser requests are node:http with a UTF-8 buffer inside the Host process. Inline JSON through a shell corrupts non-ASCII text on Windows (measured: the daemon answers invalid JSON) — that path was removed.
2. Validate before touching the runtime. Action arguments are compiled into requests (planAction / preflightSteps) before any agent is started; exclusive fields, enum overflows and unknown fields all fail with KIMI_ARGS, naming the field (and the step number inside a script).
3. No guessing at windows. window accepts an id, an exact title, a substring or @n; zero or multiple matches fail and list the candidates instead of silently picking the first.
4. Lease isolation. Every desktop call is a lease (begin → N calls → end, released in finally), serialized process-wide so two input streams cannot interleave; begin/end must share connection, session and nonce (a mismatch fails). A batch script uses one lease for the whole script.
5. Dispatched ≠ accepted. Every input tool says dispatched:true and asks for a kimi_cu_observe confirmation.
6. Six connection classes, six error codes, six next steps (see references/troubleshooting.md). A too-old runtime is never "worked around", and permission failures are never auto-retried.
7. Screenshots degrade safely. Image blocks are only produced when the current model route declares image input; any attachment failure degrades to text plus a local path. Inside a batch script one failed observation degrades that step alone.
8. Shared resources are left alone. Uninstalling only closes the plugin's own sockets — it never stops, restarts, upgrades or removes the daemon, and never kills the desktop agent.

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Best practice: spend fewer rounds

Anything that fits in one call should be one call:

// browser: open → read → fill → click → wait → read  (1 call = 1 model round)
kimi_browser_script({ session: "task-a", steps: [
  { action: "navigate", args: { url: "https://example.com/form" } },
  { action: "read",     args: { max_chars: 1500 } },
  { action: "fill",     args: { selector: "#name", value: "Ada Lovelace" } },
  { action: "click",    args: { selector: "#submit" } },
  { action: "wait",     args: { selector: "#result" } },
  { action: "read",     args: { max_chars: 800 } },
]})

// desktop: list → observe → click → observe  (1 call, one shared lease)
kimi_cu_script({ steps: [
  { action: "windows", args: { filter: "Calculator" } },
  { action: "observe", args: { window: "@0", max_chars: 1200 } },
  { action: "click",   args: { window: "@0", element_index: 12 } },
  { action: "observe", args: { window: "@0", max_chars: 800 } },
]})

When you cannot predict how the page or UI will change, split it into two calls: run the first half ending in read / observe, look at the result, then run the second half.

Rollback

plugin_manager remove_bundle  target=dsh-kimi-assemble
# and remove `disabled: true` from the mcp-kimicu row if you want the old MCP back

The daemon and the desktop agent are untouched.

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Verify a checkout

node scripts/check-syntax.mjs   # every .js/.mjs parses
node test/unit.mjs              # offline: framing, validation, preflight, schema subset, tool list
node test/faults.mjs            # dead port, port busy, extension offline, old runtime, ambiguous window
node test/i18n.mjs              # catalog parity, no untranslated CJK in `en`, language-neutral tool text
node test/market.mjs            # market/index.json conforms to format 1
node test/pack.mjs              # npm pack contains the right files and nothing else

# real machine only (needs the bridges running)
node test/live.mjs              # protocol-level connectivity, read-only
node test/integration.mjs       # tool layer, including batch scripts
node test/bench.mjs             # latency breakdown

Run the offline suites under both languages:

KIMI_LANG=en node test/unit.mjs
KIMI_LANG=zh node test/unit.mjs

In-host acceptance (2026-10-23): 13 kimi_* tools visible; a kimi_cu_observe screenshot arrived as an image block; Chinese round-tripped intact through kimi_browser_open/read/screenshot; a 6-step batch script finished in 0.6 s; the kimi-cu / kimi-webbridge runtime skills replaced the old curl/js versions.

Layout

index.js              apply(ctx, config)
lib/
  i18n.mjs            en/zh catalog + language resolution (zero IO, zero deps)
  config.mjs          defaults + hand-written validation (no schemastery)
  errors.mjs          KIMI_* codes
  tool.mjs            a small defineTool (JSON-Schema-subset validation + render)
  webbridge.mjs       daemon client (auto start, port discovery, UTF-8)
  kimicu.mjs          pipe client (framing, leases, auto start, window resolution)
  images.mjs          data URL / file → attachment image block (model-gated)
  guidance.mjs        system-prompt section
  skills.mjs          the two runtime skills (agent-scoped, shadowing the curl/js versions)
  tools/              status / browser (+ batch script) / computer (+ batch script)
references/           action table, method table, troubleshooting
scripts/              syntax check, market-index generator
market/index.json     generated plugin-market index (not shipped in the package)
test/                 unit / faults / i18n / market / pack / live / integration / bench

Limitations

• The desktop half is Windows only. The browser half also runs on macOS/Linux, where the daemon path is resolved under ~.
• No settings panel in v1; configuration lives in cordis.patch.yml.
• The plugin never closes the user's tabs on its own; close_session is only used when asked.
• Sites that strictly verify isTrusted (banking, CAPTCHA) cannot be driven by synthetic events. It fails loudly instead of pretending to work.
• iframe internals cannot be operated directly (daemon limitation); they can be read.
• A few windows (input-method hosts, protected windows, fully occluded or minimised) cannot be captured: kimi_cu_observe degrades to text and states why, instead of failing the call.
• A batch script runs blind: intermediate results do not reach the model, so split the script when the page or UI may change unpredictably.

Security

This plugin can drive your real browser session and your real desktop. It opens no listening socket, sends no telemetry, and only talks to the local daemon and the local named pipe described above. Read SECURITY.md before enabling it on a shared machine.

License

MIT