Uipath Rules
UiPath/skills
UiPath Business Rules — .dmn decision tables (DMN 1.5, FEEL) in a BusinessRules project (project.uiproj), built with uip rules (init, refresh, validate, debug).
Perform interactive testing on Kobiton devices using natural language.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill run-interactive-session -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace run-interactive-session --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/testing/kobiton-automate/skills/run-interactive-session .claude/skills/run-interactive-session && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "run-interactive-session" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/testing/kobiton-automate/skills/run-interactive-session into .claude/skills/run-interactive-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-interactive-session", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/testing/kobiton-automate/skills/run-interactive-sessionType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill run-interactive-session -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace run-interactive-session --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/testing/kobiton-automate/skills/run-interactive-session .agents/skills/run-interactive-session && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "run-interactive-session" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/testing/kobiton-automate/skills/run-interactive-session into .agents/skills/run-interactive-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-interactive-session", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill run-interactive-session -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace run-interactive-session --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/testing/kobiton-automate/skills/run-interactive-session .cursor/skills/run-interactive-session && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "run-interactive-session" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/testing/kobiton-automate/skills/run-interactive-session into .cursor/skills/run-interactive-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-interactive-session", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path plugins/testing/kobiton-automate/skills/run-interactive-session--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill run-interactive-session -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace run-interactive-session --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/testing/kobiton-automate/skills/run-interactive-session .gemini/skills/run-interactive-session && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "run-interactive-session" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/testing/kobiton-automate/skills/run-interactive-session into .gemini/skills/run-interactive-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-interactive-session", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace run-interactive-sessionInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill run-interactive-session -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/testing/kobiton-automate/skills/run-interactive-session .github/skills/run-interactive-session && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "run-interactive-session" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/testing/kobiton-automate/skills/run-interactive-session into .github/skills/run-interactive-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-interactive-session", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill run-interactive-session -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace run-interactive-session --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/testing/kobiton-automate/skills/run-interactive-session .opencode/skills/run-interactive-session && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "run-interactive-session" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/testing/kobiton-automate/skills/run-interactive-session into .opencode/skills/run-interactive-session/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-interactive-session", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
run-interactive-sessionPerform interactive testing on Kobiton devices using natural language.
Run Interactive Session is an agent skill from jeremylongshore/tons-of-skills-marketplace. Perform interactive testing on Kobiton devices using natural language. Translates user intents into CLI commands - WebDriver actions (find elements, type, click, swipe), device operations (adb shell, screen capture, port forwarding), file management (push/pull), app management, and test execution. Use when the user wants to interact with a mobile device on Kobiton, run exploratory tests, inspect device state, manage files on a device, or execute test sessions - even if they don't say "interactive test"…
Its SKILL.md is about 9.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/response-shapes.md` and `scripts/run.sh`). Compatibility notes: macOS (Apple Silicon), Linux (x64), and Windows (x64, under Git Bash). The Kobiton CLI is downloaded on install: the plugin pins a build version…
It sits in Mobile, covering Mobile testing and debugging and File organization. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 80f86df. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadEditBash(~/.kobiton/bin/kobiton:*)Bash(mkdir:*)Bash(date:*)Bash(base64:*)Bash(echo:*)Bash(cat:*)Bash(grep:*)Bash(head:*)…and 7 more on the same allowed-tools line.
From allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Shell), which the agent can run.
Shell commands in SKILL.md call:
adbjqFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
portal.kobiton.comapi.kobiton.comapi-test.kobiton.comportal-test.kobiton.comAlso links to:
appium.iogithub.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
KOBITON_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
macOS (Apple Silicon), Linux (x64), and Windows (x64, under Git Bash). The Kobiton CLI is downloaded on install: the plugin pins a build version (skills/run-interactive-session/CLI_VERSION) and the install script fetches the matching platform build from public.kobiton.download, sha256-verified and cached under ~/.kobiton/cli/. Intel Macs are not supported (no macos-x64 build is published) - there, use run-automation-suite or drive-automation-session, or the Kobiton MCP tools directly. Requires local file access for the cached binary and ~/.kobiton/.credentials. Run /automate:setup once before first use to install the CLI wrapper and write credentials.
From compatibility in the SKILL.md frontmatter.
Run Interactive Session loads about 9.2k tokens when it runs, and up to ~10k if it reads all its reference files. Until then it costs about 159 tokens; SKILL.md has 4,339 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from jeremylongshore/tons-of-skills-marketplace at commit 80f86df, republished under its MIT licence (© jeremylongshore). 4,339 words, ~9,176 tokens.
.claude/skills/run-interactive-session/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Drive a Kobiton device interactively from natural-language intent. Given a request like "find the Login button and tap it" or "pull the latest log file from this Pixel", this skill creates (or resumes) a session, translates the intent into the right CLI command - WebDriver action, adb shell, file transfer, app launch, test run - captures the response, saves artifacts (screenshots, page source) under the workspace, and reports back in plain language.
Use this skill whenever the user wants to interact with a mobile device on Kobiton, run exploratory tests, inspect device state, manage files on a device, or execute test sessions - even if they don't say "interactive test" explicitly.
Runs on macOS (Apple Silicon), Linux (x64), and Windows (x64 under Git Bash), and needs a local filesystem — it executes a locally cached CLI binary and reads ~/.kobiton/.credentials. On Intel Macs or other unsupported architectures, or anywhere a local filesystem isn't available, don't invoke this skill: route to run-automation-suite (user already has a test script) or drive-automation-session (describe the flow instead), both cross-platform. Check this before reserving a device, so a doomed run doesn't burn device minutes. See the Skill compatibility matrix in CLAUDE.md.
Before invoking this skill, ensure:
~/.kobiton/bin/kobiton (a symlink to this plugin's run.sh wrapper on macOS/Linux, a bash exec-shim on Windows) must exist and resolve to an executable. Claude Code and Codex CLI both recreate it automatically via a bundled SessionStart hook; on Codex, the user trusts the hook once via /hooks after install. /automate:setup re-installs the wrapper on demand on any host. GitHub Copilot CLI and Gemini CLI load /automate:setup (Copilot via Claude-format .md, Gemini via bundled TOML at commands/automate/setup.toml) but have no SessionStart hook - run /automate:setup once after install. The CLI binary itself is downloaded, not bundled: the install script fetches the build pinned in CLI_VERSION (sha256-verified) into ~/.kobiton/cli/ on first run. run.sh reports a missing binary or missing credentials with the right remedy, so surface its error rather than pre-flighting your own checks.~/.kobiton/.credentials must contain a valid INI-formatted profile with KOBITON_USER, KOBITON_API_KEY, and KOBITON_PORTAL. Created by /automate:setup. The active profile is $KOBITON_PROFILE if set, otherwise default.listDevices / getDeviceStatus calls when picking a device. Default api.kobiton.com/mcp; check .mcp.json for the configured endpoint.If a command fails with a credentials error or missing-binary error, direct the user to run /automate:doctor for diagnostics, then /automate:setup to repair.
All CLI calls go through a single wrapper at ~/.kobiton/bin/kobiton that automatically handles:
~/.kobiton/cli/<version>/ (falling back to the newest cached build with a drift warning).KOBITON_PORTAL in credentials, or derived from .mcp.json as fallback.~/.kobiton/.credentials using AWS-style profiles ($KOBITON_PROFILE, default default).~/.kobiton/.session once a session exists.Every command is self-contained - no env vars to manage between calls:
~/.kobiton/bin/kobiton <cli-args>$KOBITON_BIN is used as shorthand throughout this document. In every Bash command, substitute it with the literal path ~/.kobiton/bin/kobiton - the variable does not persist between Bash calls.
Global flags must come before the subcommand:
$KOBITON_BIN [global-flags] <subcommand> [subcommand-flags]Example: $KOBITON_BIN -u <udid> session create (NOT $KOBITON_BIN session -u <udid> create).
The CLI has built-in help at every level. Always check --help before running a command you haven't used before or when unsure about arguments:
$KOBITON_BIN --help # list all top-level commands
$KOBITON_BIN session --help # session create, ping, end
$KOBITON_BIN session create --help # show create flags and usage
$KOBITON_BIN wd --help # webdriver post/get commands
$KOBITON_BIN device --help # list, adb-shell, forward, ps, screen
$KOBITON_BIN device adb-shell --help # run adb shell commands on device
$KOBITON_BIN file --help # list, push, pull files on device
$KOBITON_BIN file push --help # push local file to device
$KOBITON_BIN test --help # test run with built-in framework
$KOBITON_BIN test run --help # show test run flags and usage
$KOBITON_BIN app --help # app management commands
$KOBITON_BIN app run --help # show app run flags and usageRule: if a command fails with "unexpected argument" or "unknown flag", run --help on that command to discover the correct syntax before retrying. Do not guess - the help output is authoritative.
All session artifacts (screenshots, page source) must be saved under the current workspace at:
.kobiton/sessions/<session-id>/This keeps artifacts organized per session, easy to review, and version-controllable. Never save artifacts to /tmp/ or other locations outside the workspace.
Workspace vs home. This .kobiton/ is workspace-relative (your CWD when running the skill) - do not confuse with ~/.kobiton/ in the user's home, which holds the CLI symlink, credentials, and session JWT (managed by /automate:setup). Workspace .kobiton/ only contains per-session artifacts the skill creates.
Before writing the first artifact in a session, ensure the directory exists with mkdir -p .kobiton/sessions/<session-id>. It's idempotent, so include it defensively whenever you're about to write - especially when resuming an existing session, where Instructions § 2 may have been skipped.
Ask the user which device or platform to target. If they haven't specified one, call the MCP tool listDevices to surface available options, optionally filtered by platform / OS version.
If the user already has a specific device in mind, confirm its availability with getDeviceStatus before proceeding.
Capture both the UDID (used for session creation) and the device id (the separate numeric ID used to build portal launch URLs).
If there is no active session yet, create one:
$KOBITON_BIN -u <udid> session createThe output contains a line like kobitonSessionId: 12345. Capture it:
mkdir -p .kobiton/sessions/<session-id>.The JWT is saved automatically to ~/.kobiton/.session. All subsequent commands use it - no flags needed.
If a session may already exist (e.g., the user is continuing earlier work), check first:
$KOBITON_BIN session pingExit code 0 -> session alive, reuse it. Non-zero -> expired; create a fresh one.
Translate the user's natural-language intent into one or more CLI commands using the Command Reference below.
For each command:
~/.kobiton/bin/kobiton.references/response-shapes.md for the full per-command table.Chaining. Multi-step intents require chaining the output of one command into the next. Example - "find the Name field and type Hello":
Find the element:
$KOBITON_BIN wd post element '{"using":"id","value":"com.app:id/etName"}'The response is JSON; extract the element ID from the value field.
Type into it (substituting the captured element ID):
$KOBITON_BIN wd post element/<ELEMENT_ID>/value '{"text":"Hello"}'Always extract the element ID from the response before using it in subsequent commands. Element IDs do not survive page transitions - re-find on each new screen instead of caching.
Ensure the artifacts directory exists first (idempotent, safe to repeat):
mkdir -p .kobiton/sessions/<session-id>Screenshot. The CLI emits the base64-encoded PNG directly on stdout; decode and save in one pipe:
$KOBITON_BIN wd get screenshot \
| base64 -d \
> .kobiton/sessions/<session-id>/screenshot-$(date +%s).pngThen use the Read tool on the saved file to display it inline, and report the file path to the user.
Page source. The CLI emits raw XML (Android UIAutomator2) or hierarchy markup (iOS XCUITest) on stdout:
$KOBITON_BIN wd get source > .kobiton/sessions/<session-id>/source-$(date +%s).xmlRead the saved file for element inspection, or use grep / xmllint to extract specific nodes (see Example 3).
When the user is done:
$KOBITON_BIN session endThis terminates the Kobiton-side session and frees the device. The local artifacts directory at .kobiton/sessions/<session-id>/ is preserved for later review and version control.
| Intent | Command |
|---|---|
| Find element by ID | $KOBITON_BIN wd post element '{"using":"id","value":"<id>"}' |
| Find element by XPath | $KOBITON_BIN wd post element '{"using":"xpath","value":"<xpath>"}' |
| Find element by class | $KOBITON_BIN wd post element '{"using":"class name","value":"<class>"}' |
| Click element | $KOBITON_BIN wd post element/<elementId>/click '{}' |
| Type text | $KOBITON_BIN wd post element/<elementId>/value '{"text":"<text>"}' |
| Clear text | $KOBITON_BIN wd post element/<elementId>/clear '{}' |
| Get element text | $KOBITON_BIN wd get element/<elementId>/text |
| Get page source | $KOBITON_BIN wd get source |
| Get orientation | $KOBITON_BIN wd get orientation |
| Set orientation | $KOBITON_BIN wd post orientation '{"orientation":"LANDSCAPE"}' |
| Get window size | $KOBITON_BIN wd get window/rect |
| Take screenshot | $KOBITON_BIN wd get screenshot |
| Accept alert | $KOBITON_BIN wd post execute '{"script":"kobiton:alerthandler","args":{"auto":"accept"}}' |
| Dismiss alert | $KOBITON_BIN wd post execute '{"script":"kobiton:alerthandler","args":{"auto":"dismiss"}}' |
| Go to URL | $KOBITON_BIN wd post url '{"url":"<url>"}' |
| Get current URL | $KOBITON_BIN wd get url |
| Swipe | $KOBITON_BIN wd post actions '{"actions":[{"type":"pointer","id":"finger1","parameters":{"pointerType":"touch"},"actions":[{"type":"pointerMove","duration":0,"x":<startX>,"y":<startY>},{"type":"pointerDown","button":0},{"type":"pointerMove","duration":500,"x":<endX>,"y":<endY>},{"type":"pointerUp","button":0}]}]}' |
| Tap at coordinates | $KOBITON_BIN wd post actions '{"actions":[{"type":"pointer","id":"finger1","parameters":{"pointerType":"touch"},"actions":[{"type":"pointerMove","duration":0,"x":<x>,"y":<y>},{"type":"pointerDown","button":0},{"type":"pointerUp","button":0}]}]}' |
| Press back (Android) | $KOBITON_BIN wd post execute '{"script":"mobile: pressKey","args":{"keycode":4}}' |
| Press home (Android) | $KOBITON_BIN wd post execute '{"script":"mobile: pressKey","args":{"keycode":3}}' |
| Ping session | $KOBITON_BIN session ping |
device adb-shell forwards everything after it to adb shell <...> on the device. Three failure modes account for most AI-agent mistakes - read these before composing a command.
Restricted sessions (public cloud and trial devices). On Kobiton public cloud devices and for trial users, every invocation is checked against a deny-by-default whitelist before it reaches the device. Dedicated devices (private cloud / on-premise) are unrestricted; everything in this block applies only to restricted sessions. The interactive shell is unavailable on restricted sessions - every invocation must name a command.
Rejected on restricted sessions:
& ; | $ ` ( ) > < \ " ' * ? ~ { } # ! - so no pipes, redirection, command or variable substitution, backgrounding, globbing, or quoting. Arguments may not contain whitespace.Whitelisted commands, by category:
| Category | Commands |
|---|---|
| Device information | getprop, dumpsys, df, free |
| Diagnostics | logcat, ps, top, netstat, printenv, uptime, id, whoami, date (flags only) |
| Applications | pm, am, monkey (pm install may name an APK inside the allowed directories below) |
| Text tools | grep, egrep, fgrep, head, tail, wc, sort, uniq, nl, cut - they read files, not stdin (pipes are rejected), and pattern arguments are limited to letters, digits, dot, underscore, hyphen |
| File inspection | ls, cat, stat, du, md5sum, sha1sum |
| Screen and input | screencap, input |
| Settings | settings - one key only, see below |
File-path arguments must stay inside /sdcard/Download/, /sdcard/Documents/, or /data/local/tmp/, plus the individually allowed read-only file /proc/version; paths containing .. are rejected. To list a directory outside that allowlist, use $KOBITON_BIN file list <path> instead of adb-shell ls. The same directories bound file push / file pull.
Settings: only settings get secure enabled_accessibility_services and settings put secure enabled_accessibility_services <value> are permitted. Every other settings namespace, key, and subcommand (including list and delete) is rejected.
A rejected invocation prints one of these messages on stdout and - gotcha - exits 0, so check the first line of output rather than $?:
Input contains a forbidden character: '<c>'.Command is not on the whitelist: '<cmd>'.Argument is not permitted for '<cmd>': '<arg>'.Only get/put of secure enabled_accessibility_services is permitted for 'settings'. (the settings rule has its own message)The whitelist evolves with CLI releases; $KOBITON_BIN device adb-shell --help carries the full current policy - trust it over this snapshot.
Quoting rules. The local shell parses pipes, redirects, globs, and variable expansion before the wrapper sees them. Anything you wrap in quotes survives to the device's shell; anything outside is interpreted on your laptop.
Plain command, no shell metacharacters - pass args separately (works on restricted and unrestricted sessions alike; /sdcard/Download/ is inside the restricted path allowlist):
$KOBITON_BIN device adb-shell ls -la /sdcard/Download/
$KOBITON_BIN device adb-shell getprop ro.build.version.release
Pipes, redirects, globs, &&, $VAR, or quotes inside the command - unrestricted (dedicated) devices only: wrap the entire remote command in one quoted string so it runs on the device's shell, not your local shell:
$KOBITON_BIN device adb-shell "dumpsys window | grep mCurrentFocus"
$KOBITON_BIN device adb-shell 'pm list packages -3 | wc -l'
$KOBITON_BIN device adb-shell "logcat -d -t 200 > /sdcard/log.txt"On a restricted session this form is rejected outright - the quotes and the metacharacters inside them are all forbidden characters, so there is no on-device composition form at all. Compose locally instead (next bullet).
Restricted sessions: compose locally. Run the bare whitelisted command, bound its output, redirect locally into the session artifact directory, then filter the file locally:
$KOBITON_BIN device adb-shell dumpsys window \
> .kobiton/sessions/<session-id>/window-$(date +%s).txt
grep mCurrentFocus .kobiton/sessions/<session-id>/window-*.txtOn unrestricted devices prefer the quoted on-device form - filtering locally on the full output is slower and can overflow the 25k-token MCP limit if it isn't routed through an artifact file. On restricted sessions the local route is the only one: always bound the command (-d -t N, -n 1) and go through an artifact file, never paste raw output to chat.
Platform guard. adb is Android-only. If the active session targets iOS, do not call device adb-shell. Refuse and reach for the WebDriver equivalent (wd post execute '{"script":"mobile: ..."}') or a different inspection path.
Device logs on iOS. logcat is Android-only; the cross-platform log path is $KOBITON_BIN device log, which streams until killed — always bound it and expect the bound's exit code, which means success here, not failure:
timeout 45 $KOBITON_BIN device log > .kobiton/sessions/<session-id>/device-log.txt # exit 124 = bound fired (coreutils)
# stock macOS has no `timeout` - use the perl-alarm equivalent (exit 142 = SIGALRM, same meaning):
perl -e 'alarm shift; exec @ARGV' 45 ~/.kobiton/bin/kobiton device log > .kobiton/sessions/<session-id>/device-log.txtThe Restricted column says what changes on a restricted session; ok means the command runs as written.
| Intent | Command | Restricted |
|---|---|---|
| Get OS / build property | $KOBITON_BIN device adb-shell getprop <key> | ok |
| Get screen resolution | $KOBITON_BIN device adb-shell wm size | rejected (wm not whitelisted) - use $KOBITON_BIN wd get window/rect instead |
| Get foreground app/activity | $KOBITON_BIN device adb-shell "dumpsys window | grep mCurrentFocus" | quoted pipe rejected - run bare dumpsys window, filter locally |
| Open a URL (Android Chrome) | UI-driven: launch Chrome via monkey -p com.android.chrome -c android.intent.category.LAUNCHER 1, then wd post element '{"using":"id","value":"com.android.chrome:id/url_bar"}' → wd post element/<id>/click '{}' → wd post element/<id>/value '{"text":"<url>"}' → input keyevent 66 | this recipe IS the restricted path - a URL argument to am start is rejected (Argument is not permitted for 'am'); on unrestricted devices am start -a android.intent.action.VIEW -d <url> also works |
| Open a URL (iOS Safari) | wd post execute '{"script":"mobile: launchApp","args":[{"bundleId":"com.apple.mobilesafari"}]}' → wd post element '{"using":"accessibility id","value":"TabBarItemTitle"}' → wd post element/<id>/click '{}' → wd post element/<id>/value '{"text":"<url>\n"}' — the trailing \n submits (iOS has no keyevent); click requires a body, '{}' works | n/a - WebDriver path, not adb-shell |
| List running processes | $KOBITON_BIN device adb-shell ps -A | ok |
| List user-installed packages | $KOBITON_BIN device adb-shell pm list packages -3 | ok |
| Find APK path of a package | $KOBITON_BIN device adb-shell pm path <pkg> | ok |
| Launch app by package | $KOBITON_BIN device adb-shell monkey -p <pkg> -c android.intent.category.LAUNCHER 1 | ok |
| Force-stop app | $KOBITON_BIN device adb-shell am force-stop <pkg> | ok |
| Clear app data | $KOBITON_BIN device adb-shell pm clear <pkg> | ok |
| Battery level + charging state | $KOBITON_BIN device adb-shell dumpsys battery | ok |
| Memory snapshot for a package | $KOBITON_BIN device adb-shell dumpsys meminfo <pkg> | ok |
| Storage free on /sdcard | $KOBITON_BIN device adb-shell df -h /sdcard | ok |
| Press hardware key (home=3, back=4, power=26) | $KOBITON_BIN device adb-shell input keyevent <code> | ok |
| Type text into focused field | $KOBITON_BIN device adb-shell input text "<text>" | quotes/whitespace rejected - a single token works (%s encodes a space); for real text entry prefer wd post element/<id>/value |
| Tap at coordinates | $KOBITON_BIN device adb-shell input tap <x> <y> | ok |
| Swipe (ms = duration) | $KOBITON_BIN device adb-shell input swipe <x1> <y1> <x2> <y2> <ms> | ok |
| Read recent logs (Android only) | $KOBITON_BIN device adb-shell logcat -d -t 500 > <local-file> — on iOS use device log (see "Device logs on iOS" above) | ok (no quotes needed - the args carry no metacharacters; the redirect is local) |
| Screenshot via shell | $KOBITON_BIN device adb-shell screencap -p /sdcard/Download/shot.png | ok - retrieve with file pull (or use device screen directly) |
| Read system setting | $KOBITON_BIN device adb-shell settings get system <key> | rejected - only the secure enabled_accessibility_services key is readable/writable |
| Write system setting | $KOBITON_BIN device adb-shell settings put system <key> <value> | rejected - same single-key rule |
| Read/write enabled accessibility services | $KOBITON_BIN device adb-shell settings get secure enabled_accessibility_services / ... put secure enabled_accessibility_services <value> | ok - the one permitted settings key (<value> is colon-separated components, or null to clear) |
| Read file content | $KOBITON_BIN device adb-shell cat <path> | path allowlist applies (allowed dirs + /proc/version) |
| List directory | $KOBITON_BIN device adb-shell ls -la <path> | path allowlist applies - outside it, use $KOBITON_BIN file list <path> |
| Current IME | $KOBITON_BIN device adb-shell "dumpsys input_method | grep mCurId" | quoted pipe rejected - run bare dumpsys input_method, filter locally |
Big-output commands. dumpsys, logcat, pm list -f, and full process dumps can blow past the 25k-token MCP limit. For these, redirect to an artifact file first, then read/grep only what you need (the redirect is your local shell's, so this exact pattern also works on restricted sessions - it is the same local-composition idiom from the quoting rules):
$KOBITON_BIN device adb-shell logcat -d -t 1000 \
> .kobiton/sessions/<session-id>/logcat-$(date +%s).txt
grep -E 'FATAL|AndroidRuntime' \
.kobiton/sessions/<session-id>/logcat-*.txt | head -20Never paste full dumpsys/logcat output to chat - surface a summary + the file path.
Long-running commands. Streaming commands like logcat (no -d), device log, tcpdump, or top (no -n 1) run forever. Either bound them (-d -t N, -c N, -n 1, or the timeout/perl-alarm wrapper for device log) or launch with run_in_background: true and kill explicitly.
adb-shell vs WebDriver overlap. Both can press keys, type, and tap. Tie-breakers:
wd post element/<id>/click, .../value).adb shell input / am / pm.Web content visibility differs by platform. iOS exposes web page content to the automation hierarchy — wd get source on a Safari page includes the page's text, links, and buttons, so in-page elements (cookie dialogs, page buttons) are findable and clickable with native locators. Android's UiAutomator does not see inside a WebView: the same dialog that is clickable on iOS is invisible on Android — fall back to coordinate taps or handle it outside the WebView. Locator tip for iOS web content: when an accessibility id lookup misses (or an XPath by @label does), check wd get source for the element's actual XCUIElementType — web controls often surface as Link or StaticText rather than Button, and the type in your XPath must match.
Default: prefer adb-shell for system-level work, WebDriver for UI element-level work.
These commands require an active session. Run $KOBITON_BIN <command> --help to discover the exact flags before using them - argument order and required flags vary.
| Domain | Command | What it does |
|---|---|---|
| Device | $KOBITON_BIN device screen | Capture device screen as jpg |
| Device | $KOBITON_BIN device forward <local> <remote> | Forward local port to device. Runs in the foreground until interrupted and holds the local port for the lifetime of the forward - launch with run_in_background: true and kill explicitly, like the long-running adb-shell commands above |
| Device | $KOBITON_BIN device ps | List processes on device |
| File | $KOBITON_BIN file list <path> | List files on device |
| File | $KOBITON_BIN file push <local> <remote> | Push file to device |
| File | $KOBITON_BIN file pull <remote> <local> | Pull file from device |
| App | $KOBITON_BIN app run <app-id> | Launch an app |
| Test | $KOBITON_BIN test run | Execute a test session |
The skill produces two kinds of output: per-command responses that Claude parses inline during the session, and persistent session artifacts that accumulate on disk and remain after the session ends.
The common parsing patterns:
{"value": <result>}. Null/empty .value means success; a non-null .value is the result (string, rect object, script return).wd post element) hides the element ID under .value, but the exact path varies (.value.ELEMENT, .value["element-6066-11e4-a52e-4f735466cecf"], or a bare string). Use a tolerant extractor like jq -r '.value.ELEMENT // .value["element-6066-11e4-a52e-4f735466cecf"] // .value'.wd get screenshot, wd get source) are special-cased — the CLI unwraps the WebDriver JSON envelope and emits raw base64 PNG / raw XML on stdout. Pipe straight into a file.session create prints a kobitonSessionId: <id> line; session ping signals liveness through exit code (0 = alive).device / file / app / test emit plain text and signal failure through exit code. Long-running ones (test run, future streaming commands) should be launched with run_in_background: true and tailed.For the full per-command table (response on stdout, exact parsing recipe per command), see references/response-shapes.md. Consult it when the response shape isn't obvious from these summary rules.
After (and during) a session, the workspace and home directory contain:
.kobiton/sessions/<session-id>/screenshot-<unix-ts>.png - every screenshot captured during the session, named by Unix timestamp so they sort chronologically..kobiton/sessions/<session-id>/source-<unix-ts>.xml - every page-source dump captured during the session.~/.kobiton/.session - the JWT for the most recently created session. The CLI uses this implicitly; treat it as opaque. It's overwritten by the next session create.The Kobiton portal also hosts a live session view at:
<portal-base>/sessions/<session-id>Where <portal-base> is derived from the KOBITON_PORTAL value in the active profile by replacing the api host prefix with portal (e.g., https://api.kobiton.com -> https://portal.kobiton.com, https://api-test.kobiton.com -> https://portal-test.kobiton.com). Surface this URL when summarizing a finished session so the user can review the recorded video and logs.
$KOBITON_BIN <command> --help to discover the correct syntax, then retry with the right arguments. Never guess flags.wd errors exit 0: WebDriver failures (e.g. no such element) return exit code 0 with a JSON error body - check the response JSON, not $?. A bounded device log exiting 124 (timeout) or 142 (perl-alarm) is the bound firing, not a failure.listDevices MCP tool before retrying.session ping fails or a command returns auth error - offer to create a new session.wd get source) to inspect the UI hierarchy, then try a different locator strategy (xpath instead of id, or vice versa).~/.kobiton/cli/ - run /automate:setup (or re-open the session so the SessionStart hook downloads the pinned build). If the platform is unsupported (Intel Mac, non-x64), recommend run-automation-suite or the MCP tools instead./automate:setup; if it persists, report it on the plugin repo.run.sh: the pinned build is not cached (usually pruned upstream) and a different cached build is being used - run /automate:doctor to see pinned vs installed vs latest, and update the automate plugin to its latest version (newer releases pin a validated build)./automate:doctor first to see what's missing; if the credentials file is missing or incomplete, run /automate:setup to fetch and write fresh credentials."Take an Android Pixel device, open the Settings app, tap Display, then screenshot what's on screen."
The skill walks through:
Query MCP listDevices filtered to Android Pixel and pick the first AVAILABLE one - say UDID 9B211FFAZ0017F, device id 4218.
Create the session:
~/.kobiton/bin/kobiton -u 9B211FFAZ0017F session createOutput includes kobitonSessionId: 12345. Capture it.
Prepare the workspace:
mkdir -p .kobiton/sessions/12345
Press Home (in case another app was foregrounded), then launch Settings:
~/.kobiton/bin/kobiton wd post execute \
'{"script":"mobile: pressKey","args":{"keycode":3}}'
~/.kobiton/bin/kobiton app run com.android.settings
Find the "Display" row by visible text:
~/.kobiton/bin/kobiton wd post element \
'{"using":"xpath","value":"//*[@text=\"Display\"]"}'Response is a JSON envelope; extract the element ID from .value (see references/response-shapes.md for the exact extraction recipe).
Click it (substituting the captured ELEMENT_ID):
~/.kobiton/bin/kobiton wd post element/<ELEMENT_ID>/click '{}'
Capture the screenshot:
~/.kobiton/bin/kobiton wd get screenshot \
| base64 -d \
> .kobiton/sessions/12345/screenshot-$(date +%s).png
Read the file with the Read tool to display it inline, then report:
"Done. Screenshot saved to
.kobiton/sessions/12345/screenshot-1747612345.png. Live session:https://portal.kobiton.com/sessions/12345."
If the user is finished, end the session:
~/.kobiton/bin/kobiton session end"Push
./test-data.jsonto/sdcard/Download/on the Pixel I'm already using, verify withls, then pull the latestlogs.txtfrom the device back into my project."
The skill walks through:
Check whether the existing session is still alive:
~/.kobiton/bin/kobiton session pingExit 0 -> reuse it. Non-zero -> create a new one as in Example 1.
Push the file:
~/.kobiton/bin/kobiton file push ./test-data.json /sdcard/Download/test-data.json
Verify with adb shell:
~/.kobiton/bin/kobiton device adb-shell ls -la /sdcard/Download/test-data.jsonExpect a line like -rw-rw---- 1 root sdcard_rw 1234 2026-05-19 09:30 /sdcard/Download/test-data.json. Surface that line to the user.
Pull logs into the workspace:
~/.kobiton/bin/kobiton file pull /sdcard/logs.txt ./logs.txt
Read ./logs.txt and report a one-line summary plus the file path. Do not echo the entire log to chat - it's likely large; instead head -50 it or grep for keywords the user cares about.
"What clickable things are on screen right now? Save the page source so I can grep it later."
Assumes a session is already active (run session ping first; if expired, create a new one).
Dump the source - ensure the artifacts directory exists first:
mkdir -p .kobiton/sessions/12345
~/.kobiton/bin/kobiton wd get source \
> .kobiton/sessions/12345/source-$(date +%s).xml
Extract clickable nodes - quick grep pass:
grep -oE 'clickable="true"[^/]{0,200}resource-id="[^"]+"' \
.kobiton/sessions/12345/source-*.xml \
| head -20For a structured pass, use xmllint --xpath '//*[@clickable="true"]/@resource-id' .kobiton/sessions/12345/source-*.xml (Android) or an equivalent XPath for the iOS hierarchy markup.
Report a deduplicated list of resource IDs (or fall back to content-desc / text for nodes that have no resource-id), and the path to the full XML for further inspection.
wd post / wd get.kobiton/automate plugin source - issue tracker and source for the CLI wrapper (skills/run-interactive-session/scripts/run.sh), the install script, and the CLI_VERSION pin.run-automation-suite - sister skill for non-interactive runs of an existing Appium script. Use it when the user wants to execute a full test suite rather than drive the device step-by-step, or when the host platform has no published CLI build (e.g. Intel Macs)./automate:setup - install / refresh the CLI symlink and the credentials profile at ~/.kobiton/.credentials./automate:doctor - read-only health check for CLI symlink, credentials file, active profile, and required fields.© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files (scripts, references) in plugins/testing/kobiton-automate/skills/run-interactive-session of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit 80f86df
Run Interactive Session next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Run Interactive Session this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~9.2k | Automated safety check: Pass | MIT | |
| Uipath RulesUiPath/skills | 168 | — | ~1.7k | Automated safety check: Notes | MIT | |
| Domain Architectpproenca/dot-skills | 215 | — | ~2.5k | Automated safety check: Notes | MIT | |
| Phone HarnessShawnPana/phone-harness | 3.2k | — | ~4.3k | Automated safety check: Pass | MIT | |
| Maa Issue Log AnalysisMaaAssistantArknights/MaaAssistantArknights | 24k | — | ~4k | Automated safety check: Pass | AGPL-3.0 | |
| Mobile QAtloncorp/tlon-apps | 107 | — | ~2.4k | Automated safety check: Pass | MIT |
UiPath/skills
UiPath Business Rules — .dmn decision tables (DMN 1.5, FEEL) in a BusinessRules project (project.uiproj), built with uip rules (init, refresh, validate, debug).
pproenca/dot-skills
Discovers business domains in a Swift codebase by tracing what users can DO — not by reading folder names or architecture docs.
ShawnPana/phone-harness
Control the user's phone — an iPhone through the Mac's iPhone Mirroring window, an Android over adb, or a rented cloud Android: open apps, tap, type, swipe, read the screen.
MaaAssistantArknights/MaaAssistantArknights
分析 MaaAssistantArknights 上游仓库公开 Issue(https://github.com/MaaAssistantArknights/MaaAssistantArknights/issues/...
tloncorp/tlon-apps
Run a mobile QA checklist on a physical Android device over adb for tlon-apps, then triage what fails into fixes.
smallnest/goclaw
Controls an Android device over ADB in a loop of screenshot, vision analysis, tap and verification, so the agent acts on real on-screen coordinates.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Categories
Perform interactive testing on Kobiton devices using natural language. Run Interactive Session is an agent skill from jeremylongshore/tons-of-skills-marketplace. Perform interactive testing on Kobiton devices using natural language.
Run Interactive Session fits situations like: the user wants to interact with a mobile device on Kobiton; run exploratory tests; inspect device state; manage files on a device.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill run-interactive-session -a claude-code`. Or copy the skill folder (plugins/testing/kobiton-automate/skills/run-interactive-session in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/run-interactive-session in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill run-interactive-session -a codex`. Or copy the skill folder (plugins/testing/kobiton-automate/skills/run-interactive-session in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/run-interactive-session in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill run-interactive-session -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/run-interactive-session, .gemini/skills/run-interactive-session, .github/skills/run-interactive-session and .opencode/skills/run-interactive-session in your project.
Going by SKILL.md and its folder, Run Interactive Session needs a shell for the scripts in its folder, the command-line tools its instructions call (adb and jq) and credentials named KOBITON_API_KEY. Our summary lists: A Bash shell; A credential in KOBITON_API_KEY. Its frontmatter pre-approves these tools: Read, Edit, Bash(~/.kobiton/bin/kobiton:*), Bash(mkdir:*), Bash(date:*), Bash(base64:*), Bash(echo:*), Bash(cat:*), Bash(grep:*), Bash(head:*), Bash(tail:*), Bash(jq:*), Bash(xmllint:*), Bash(timeout:*), Bash(perl:*), Bash(open:*), Bash(xdg-open:*). Compatibility (from SKILL.md): macOS (Apple Silicon), Linux (x64), and Windows (x64, under Git Bash). The Kobiton CLI is downloaded on install: the plugin pins a build version (skills/run-interactive-session/CLI_VERSION) and the install script fetches the matching platform build from public.kobiton.download, sha256-verified and cached under ~/.kobiton/cli/. Intel Macs are not supported (no macos-x64 build is published) - there, use run-automation-suite or drive-automation-session, or the Kobiton MCP tools directly. Requires local file access for the cached binary and ~/.kobiton/.credentials. Run /automate:setup once before first use to install the CLI wrapper and write credentials..
SKILL.md names 6 domains. In commands or code: portal.kobiton.com, api.kobiton.com, api-test.kobiton.com and portal-test.kobiton.com; the agent is likely to contact these when it follows the instructions. As links in the text: appium.io and github.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Run Interactive Session is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 9.2k tokens (SKILL.md is roughly 37k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.1k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Run Interactive Session: Uipath Rules (UiPath/skills, 168 stars), Domain Architect (pproenca/dot-skills, 215 stars), Phone Harness (ShawnPana/phone-harness, 3.2k stars) and Maa Issue Log Analysis (MaaAssistantArknights/MaaAssistantArknights, 24k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,825 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 9, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.