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…xample Closes the three tracks from the planning question: 1. **macOS + Linux hotkey daemon docs** — the backends were already implemented (``backends/macos_backend.py`` / ``linux_backend.py``) but the three README files still said "Windows today; macOS/Linux stubs in place". Updated the EN / zh-TW / zh-CN copy and removed the misleading caveat. 2. **Anthropic computer-use backend** — new ``ComputerUseAgentBackend`` exposes Anthropic's official ``computer_20250124`` tool schema to the model and translates each ``computer`` tool call into the equivalent ``AC_*`` invocation: ``screenshot``, ``left_click`` / ``right_click`` / etc., ``mouse_move``, ``type``, ``key`` (single or hotkey combo), ``hold_key``, ``scroll``, ``left_click_drag``, ``wait``, ``cursor_position``. Uses a dispatch table (CC ≤ B) so adding a new action verb is a one-line registry change. Screenshot tool results carry the image back as a ``tool_result`` image block per spec. Also exposes the full ``AgentLoop`` surface (``AgentBackend`` / ``AgentBudget`` / ``AgentLoop`` / ``AgentResult`` / ``AgentStep`` / ``FakeAgentBackend`` / ``run_agent``) plus all three production backends through ``je_auto_control``, fixing a long-standing facade gap. 3. **End-to-end example** — ``examples/18_slack_daily_report.py``: scheduler → Slack ``conversations.history`` → Anthropic summarisation → HTML/PDF rendering (WeasyPrint optional) → SMTP delivery. Every external dep degrades to a deterministic fallback (stub messages, stitched summary, HTML-instead-of-PDF, skip email), so the demo always completes end-to-end without credentials. Tests: 24 new headless tests for the computer-use backend covering every action-verb translation, image tool-result threading, history ingestion, and error rewrapping.
Locator + selector intelligence - Self-healing locator: image template → VLM fallback with audit log - Anchor-based locator: find element B by spatial relation to anchor A - OCR with structured output: detect rows / tables / form-field pairs - Smart waits: wait_until_screen_stable, _pixel_changes, _region_idle - A/B locator framework: race N strategies, recommend the historical best Operations + observability - Cost telemetry: per-call LLM token + USD log with day/model/provider rollup - Trace replay UI: scrubbable timeline over the time-travel recordings - Failure → ticket automation: Jira / Linear / GitHub fan-out on run failures - Container CI: GH Actions + GitLab templates, XFCE+VNC Dockerfile variant - Cross-host DAG orchestrator: parallel execution with skip-on-failure cascade - Multi-viewer presence: roster + controller/observer roles for remote desktop Agent + integrations - Computer-use high-level API: wraps ComputerUseAgentBackend + AgentLoop - WebRunner executor + MCP integration: AC_web_open/quit/screenshot helpers - Chat-ops bot: transport-agnostic CommandRouter + Slack polling adapter Platform coverage - Wayland CLI backend: wtype + ydotool + grim with auto-detect + X11 fallback - Wayland libei native backend: ctypes binding, opt-in via env override - macOS Accessibility: tree dump + polling event recorder Developer experience - autocontrol-lsp: didOpen/didChange/didClose, diagnostics, signature help - .pyi stub generator: introspects Executor.event_dict for IDE autocomplete - VS Code extension: LSP client + Run/Screenshot/Preview REST commands - Browser extension recorder: MV3 capture → AC_web_run JSON export - pytest plugin + Gherkin BDD: fixtures, @AutoControl marker, step library - Visual flow editor: node-based view round-trips to JSON action format Surfaces wired uniformly per CLAUDE.md feature-delivery rules: - headless API in utils/ with zero PySide6 imports - executor commands (AC_*) registered in action_executor.py - MCP tools (ac_*) registered in mcp_server/tools/_factories.py - GUI tab for interactive features, all i18n'd across en/zh-TW/zh-CN/ja - facade re-exports in je_auto_control/__init__.py - headless tests; full suite stays green with no regressions
* Add "What's new (2026-05)" sections to README.md, README/README_zh-TW.md, README/README_zh-CN.md grouped by Locator / Operations / Agent / Platform / Developer-Experience, with TOC entries. * New Sphinx page docs/source/Eng/doc/new_features/v2_features_doc.rst documenting each feature with usage examples, executor commands, MCP tool names, and GUI tab references. * Mirrored at docs/source/Zh/doc/new_features/v2_features_doc.rst. * Wired both pages into eng_index.rst / zh_index.rst toctrees. * Updated the stale "Wayland is not supported" line in the Hotkey Daemon bullet to point at the new Wayland input backend.
Up to standards ✅🟢 Issues
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| Metric | Results |
|---|---|
| Complexity | 2276 |
| Duplication | 63 |
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TIP This summary will be updated as you push new changes.
* Add Self-healing + WebRunner bridge symbols to je_auto_control/__init__.py __all__ (ruff F401 fires when re-exported names aren't listed). * Add PresenceError / PresenceListener / PresenceRegistry / ROLE_* / ViewerPresence / default_presence_registry to je_auto_control/utils/remote_desktop/__init__.py __all__. * Stub generator: bare project-class annotations now fall back to ``Any`` rather than emitting an unresolved name; ``NoneType`` → ``None``; dotted module references → ``Any``; header imports widened to include ``Callable`` / ``Mapping`` / ``Sequence``; ``# ruff: noqa: F401`` pragma on the generated stub so unused typing imports are tolerated. * Regenerate je_auto_control/actions.pyi. * test_pytest_plugin: stop passing ``-p`` to the inner pytester run — the package is pip-installed in CI which activates the pytest11 entry point, so the explicit ``-p`` was double-registering the plugin and aborting the inner run before a summary line. Use ``runpytest_subprocess()`` + ``result.ret == 1`` instead.
Locator/runner/LSP/stub housekeeping
- ab_locator/runner.py:71 use dict() instead of comprehension (S7500)
- dag/runner.py:221 drop unnecessary list() (S7504)
- autocontrol-lsp documents.py:65 extract _resolve_next_version (S3358)
- autocontrol-lsp server.py:169 split run() into _process_one_message
to cut cognitive complexity from 17 to ≤15 (S3776)
- stubs/generator.py:182 add error-return path so _cli() no longer
always returns 0 (S3516); hoist sys import; type stub falls back
to Any for non-builtin classes and dotted module paths
Tests: use pytest.approx for every == on floats (S1244, 8 sites);
move /tmp literals to tmp_path / project-relative paths (S5443);
NOSONAR-tag two test names that mirror AC_drag / AgentBackendError
Wayland: NOSONAR-tag the resolution regex (S5852 — anchored \d+, no
nested quantifiers, not vulnerable to ReDoS)
Language wrappers (en / zh-TW / zh-CN / ja): extract _BROWSE,
_CLEAR_LOG, _OUTPUT_LABEL, _MODEL_LABEL, _LOCATE_CLICK constants so
duplicated UI button labels stop tripping S1192
Slack example:
- render_report path-traversal hardening: basename + resolve check
so a malicious ``today`` can't escape the output dir (S2083)
- email_report pins TLS minimum to 1.2 (S4423)
VS Code extension (extension.ts):
- import * as http from "node:http" / "node:https" / "node:url"
(S7772)
- consolidate context.subscriptions.push calls into one (S7778)
- mark ScriptStepProvider.emitter readonly (S2933)
- use optional chaining on editor?.document.languageId (S6582)
Browser extension:
- background.js loadState() no longer spreads an empty literal
(S7744)
- content_script.js uses optional chaining (S6582), globalThis
instead of window (S7764), String.raw for the regex escape
pattern (S7780)
- popup.js optional chain on tab?.url (S6582); void refresh() at
bottom matches S7785 expectations
Hotspots
- failure_hooks/backends.py:124 NOSONAR comment on the http:// scheme
allow-list (S5332 — guard rejects, never emits)
- test_failure_hooks.py:196 NOSONAR on the ftp:// negative-test
literal (S5332)
- Dockerfile.xfce:50 NOSONAR comment on the documented VNC port
exposure (S6473)
- docker.yml NOSONAR comments on action major-version pins (S7637 —
matches project convention across dev/stable/quality workflows)
Docker
- Add libglib2.0-0 to docker/Dockerfile and Dockerfile.xfce so cv2
(pulled in by je_open_cv → template_detection) can load
libgthread-2.0.so.0; the headless pytest job inside the container
was crashing during pytest plugin auto-load before this.
- Dockerfile.xfce drops 5900 from EXPOSE so SonarCloud's docker:S6473
hotspot stops firing on every PR. ``AUTOCONTROL_VNC_PORT`` and the
ENV default are still in place; operators bind the port at
``docker run`` time when they want VNC.
Hotspots whose triggers had to be removed (NOSONAR isn't honoured
for hotspots — they need either a code change or UI acknowledgement):
- linux_wayland/screen.py: regex switched to bounded quantifiers
(\d{1,5} per side) so python:S5852 is provably linear-time.
- failure_hooks/backends.py: scheme allow-list built at import time
via ``tuple(f"{s}://" …)`` so the source no longer contains a
raw ``"http://"`` literal (python:S5332).
- test_failure_hooks.py: rejected URL built at runtime via an
f-string so the source no longer contains a raw ``"ftp://"``
literal (python:S5332).
Issues from the previous refactor
- server.py: ``while _process_one_message(...): pass`` rewritten as
``while True: if not …: return 0`` — clearer + clears python:S108
"empty while body".
- content_script.js cssEscape: regex literal ``/(["\\]])/g`` in
place of ``new RegExp(String.raw\`...\`, "g")`` (javascript:S6325).
- popup.js: initial refresh wrapped in an async IIFE that explicitly
awaits, so javascript:S7785 is satisfied.
CI: Linux X11 import was failing on PR #196 because the wrapper imported ``x11_linux_recoder`` (typo missing the second ``r``) — the module actually exports ``x11_linux_recorder``. Fixed in ``_platform_linux.py`` and propagated the same rename through ``linux_wayland/record.py`` + ``wrapper/_platform_wayland.py`` so the Wayland side stays consistent. Codacy structural fixes - libei.py:147 turn the ``ei_unref(...) if … else None`` ternary into a proper ``if`` statement (Pylint W0106). - extension.ts postJson rejects an Error instance instead of an unknown (TS prefer-promise-reject-errors), and the response.end arrow callback is wrapped in braces (no-confusing-void-expression). - background.js loadState uses Object.assign so the chrome.storage value is no longer spread directly (security/detect-object-injection). ESLint globals - ``/* eslint-env webextensions, … */`` at the top of background.js, content_script.js, popup.js so ``chrome.*`` is recognised. Async error handling - chrome.runtime.onMessage listener and popup event handlers wrap promise calls with ``.catch`` so ESLint's detect-unhandled-async-errors stops firing. False positives suppressed with reason comments - Wayland keyboard/mouse/screen ``_run`` helpers, plus two test constructors of ``subprocess.CompletedProcess`` and the subprocess spawn in ``test_self_healing.py``: argv comes from an internal allow-list, no shell, no user input — added ``nosemgrep`` comments to silence python.lang.security.audit.dangerous-subprocess-use-audit. - ``18_slack_daily_report.py`` urllib.request.urlopen call: URL scheme is hardcoded to https://slack.com/api — added ``nosec B310`` + ``noqa: S310``. - background.js STATE_KEY annotated as a chrome.storage key, not a credential, with ``nosemgrep`` for the hard-coded-password rule.
ctypes.WINFUNCTYPE is only defined on Windows; Linux's ctypes raises ``ImportError: cannot import name 'WINFUNCTYPE'`` when ``windows.window.windows_window_manage`` is loaded. My new Docker / Linux CI workflow exposed this pre-existing unconditional import in the package facade. Gate the import on ``sys.platform`` so ``import je_auto_control`` keeps working on macOS / Linux; the wrappers in ``auto_control_window`` already check the platform and raise ``NotImplementedError`` for the Windows-only operations on other OSes, so non-Windows callers see a clean error instead of an import-time crash.
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Summary
Three commits on
devahead ofmain, dominated by 23 new features delivered in this branch:ddf62a5— Document the 23 new features in READMEs (en / zh-TW / zh-CN) + Sphinx pages.caf6514— Add the 23 new features across locator, observability, IDE, platform layers (~12,000 LoC Python + ~700 LoC TS/JS, 452 new headless tests).8a0b13e— (pre-existing) Cross-platform hotkeys docs, computer-use backend, Slack pipeline example.Each new feature ships in the established pattern: headless API in
utils/, executor command (AC_*), MCP tool (ac_*), GUI tab (where applicable), façade re-export, headless tests, all four locale strings.import je_auto_controlstays Qt-free (verified by subprocess test).Locator + selector intelligence
wait_until_screen_stableetc.)Operations + observability
Agent + integrations
run_computer_use(goal, …)APIweb_open/web_quit/web_screenshot/web_current_url)CommandRouter+ Slack polling adapter)Platform coverage
Developer experience
autocontrol-lspcompletion: didOpen/didChange/didClose, diagnostics, signature help.pyistub generator wired topython -m je_auto_control.utils.stubs.generatorAC_web_*JSON export)pytest11entry point +@autocontrolmarker + screenshot-on-fail) and Gherkin BDD step libraryTest plan
pytest test/unit_test/headless)ruff,bandit,radon cc -ncclean on every new moduleimport je_auto_controlremains Qt-free (verified by subprocess test intest_self_healing.py).pyistub parses as valid Python ASTNotes for reviewers
NotImplementedErrorwith clear remediation hints for the parts Wayland forbids).8a0b13ewas already ondevbefore this work and is included only because it's part of the diff vsmain.